Xin Yao

947 papers A* 20A 38B 145C 24Misc 3Journal 528Unranked 165
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Conceptual Framework of AI Transparency From Sociotechnical Perspective.
IEEE Trans. Artif. Intell.
Changwu Huang, Ziming Wang, Xingnan Wen, Xiaozhen Wang, Xin Yao
2026 J jnl
ARGOS: Automated Functional Safety Requirement Synthesis for Embodied AI via Attribute-Guided Combinatorial Reasoning.
CoRR
Dongsheng Chen, Yuxuan Li, Yi Lin, Guanhua Chen, Jiaxin Zhang, Xiangyu Zhao, Lei Ma, Xin Yao, Xuetao Wei
2026 J jnl
Algorithm 1060: EDOLAB, a Platform for Research and Education in Evolutionary Dynamic Optimization.
ACM Trans. Math. Softw.
Mai Peng, Delaram Yazdani, Danial Yazdani, Zeneng She, Wenjian Luo, Changhe Li, Juergen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Shengxiang Yang, Yaochu Jin, Xin Yao
2026 J jnl
Controllable Multimodal Motion Behavior Generation for Autonomous Driving.
IEEE Trans. Intell. Transp. Syst.
Wenxing Lan, Jialin Liu, Bo Yuan, Xin Yao
2026 A* conf
GeWu: A Culturally-Grounded Chinese Benchmark for Multi-Stage Social Bias Evaluation in Large Language Models.
AAAI
Yi Lin, Ziyi Zhou, Jiashi Gao, Xinwei Guo, Jiaxin Zhang, Haiyan Wu, Xin Yao, Xuetao Wei
2026 J jnl
Integrating Knowledge Distillation Methods: A Sequential Multi-Stage Framework.
CoRR
Yinxi Tian, Changwu Huang, Ke Tang, Xin Yao
2026 J jnl
Keep Rehearsing and Refining: Lifelong Learning Vehicle Routing under Continually Drifting Tasks.
CoRR
Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang, Xin Yao
2026 J jnl
Procedural Fairness in Machine Learning.
J. Artif. Intell. Res.
Ziming Wang, Changwu Huang, Ke Tang, Xin Yao
2026 A* conf
The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models.
AAAI
Xinwei Guo, Jiashi Gao, Junlei Zhou, Jiaxin Zhang, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei
2025 J jnl
A Two-Population Algorithm for Large-Scale Multiobjective Optimization Based on Fitness-Aware Operator and Adaptive Environmental Selection.
IEEE Trans. Evol. Comput.
Bingdong Li, Yan Zhang, Peng Yang, Xin Yao, Aimin Zhou
2025 B conf
Accelerating Parallel Algorithm Portfolio Construction.
KES
Grzegorz Zakrzewski, Xin Yao, Jacek Mandziuk
2025 B conf
Adaptive Metaheuristic Selection in Island-Based Optimization.
KES
Adam Zychowski, Xin Yao, Jacek Mandziuk
2025 J jnl
Adaptive Operator Selection for Meta-Heuristics: A Survey.
IEEE Trans. Artif. Intell.
Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang, Xin Yao
2025 J jnl
Coping With a Severely Changing Number of Objectives in Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Gan Ruan, Zhanglu Hou, Xin Yao
2025 A conf
Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms.
GECCO
Adam Zychowski, Xin Yao, Jacek Mandziuk
2025 J jnl
Estimate Hitting Time by Hitting Probability for Elitist Evolutionary Algorithms.
CoRR
Jun He, Siang Yew Chong, Xin Yao
2025 — conf
Evolutionary Harnessing of Sneak Currents of 1R Memristive Crossbar.
AI (1)
Xinming Shi, Xin Yao
2025 J jnl
Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network.
IEEE Trans. Emerg. Top. Comput. Intell.
Gan Ruan, Leandro L. Minku, Zhao Xu, Xin Yao
2025 J jnl
Fairness-Aware Multiobjective Evolutionary Learning.
IEEE Trans. Evol. Comput.
Qingquan Zhang, Jialin Liu, Xin Yao
2025 B conf
Fairness-Constrained Multiple-Workflow Scheduling Through Stochastic Ranking.
CEC
Jiajian Yang, Jingyuan Xu, Peiru Li, Changwu Huang, Xin Yao
2025 J jnl
Generation With Nuanced Changes: Continuous Image-to-Image Translation With Adversarial Preferences.
IEEE Trans. Artif. Intell.
Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao
2025 J jnl
How Do Dynamic Events Change the Fitness Landscape of Traveling Salesman Problems?
IEEE Trans. Evol. Comput.
Hao Tong, Miqing Li, Jialin Liu, Xin Yao
2025 J jnl
JFG-HMR: 3D joint feature-guided human mesh recovery with global-local feature fusion.
Comput. Graph.
Xin Yao, Junyi He, Chang Li, Yang Xie, Haotian Luo, Wei Zheng, Hongxing Qin, Yiqun Wang
2025 J jnl
Knowledge-Guided Memetic Algorithm for Capacitated Arc Routing Problems with Time-Dependent Service Costs.
CoRR
Qingya Li, Shengcai Liu, Wenjie Chen, Juan Zou, Ke Tang, Xin Yao
2025 — conf
LLMs Trust Humans More, That's a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation.
ACL (1)
Yuxuan Li, Xinwei Guo, Jiashi Gao, Guanhua Chen, Xiangyu Zhao, Jiaxin Zhang, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei
2025 J jnl
Learning to Expand/Contract Pareto Sets in Dynamic Multiobjective Optimization With a Changing Number of Objectives.
IEEE Trans. Evol. Comput.
Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2025 J jnl
Lifelong Learning with Behavior Consolidation for Vehicle Routing.
CoRR
Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang, Xin Yao
2025 J jnl
MOEA/D With Spatial-Temporal Topological Tensor Prediction for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Xianpeng Wang, Yumeng Zhao, Lixin Tang, Xin Yao
2025 J jnl
M^2VAE: Multi-Modal Multi-View Variational Autoencoder for Cold-start Item Recommendation.
CoRR
Chuan He, Yongchao Liu, Qiang Li, Wenliang Zhong, Chuntao Hong, Xin Yao
2025 — conf
Migration Timing in Hybrid Island-Based Metaheuristic Algorithms.
ICAISC (1)
Adam Zychowski, Xin Yao, Jacek Mandziuk
2025 A* conf
Mitigating Stereotypes in Text-to-Image Generation: A Novel Perspective of Selective Neural Suppression.
ACM Multimedia
Junlei Zhou, Jiashi Gao, Xinwei Guo, Haiyan Wu, Quanying Liu, Xiangyu Zhao, Hongxin Wei, Xin Yao, Xuetao Wei
2025 J jnl
Negatively correlated ensemble against transfer adversarial attacks.
Pattern Recognit.
Yunce Zhao, Wei Huang, Wei Liu, Xin Yao
2025 J jnl
On the Fairness of Privacy Protection: Measuring and Mitigating the Disparity of Group Privacy Risks for Differentially Private Machine Learning.
CoRR
Zhi Yang, Changwu Huang, Ke Tang, Xin Yao
2025 J jnl
PEAC-HNF: A Novel Multi-Objective Evolutionary Algorithm for Split Delivery Vehicle Routing With Three-Dimensional Loading Constraints.
IEEE Trans. Emerg. Top. Comput. Intell.
Han Zhang, Qing Li, Xin Yao
2025 J jnl
Portfolio Optimization with Translation of Representation for Transport Problems.
J. Artif. Intell. Soft Comput. Res.
Malgorzata Zajecka, Mateusz Mastalerczyk, Siang Yew Chong, Xin Yao, Joanna Kwiecien, Wojciech Chmiel, Jacek Dajda, Marek Kisiel-Dorohinicki, Aleksander Byrski
2025 J jnl
Procedural Fairness and Its Relationship with Distributive Fairness in Machine Learning.
CoRR
Ziming Wang, Changwu Huang, Ke Tang, Xin Yao
2025 B conf
Rethinking RobustBench: Is High Synthetic-Test Data Similarity an Implicit Information Advantage Inflating Robustness Scores?
DSAA
Chao Pan, Ke Tang, Qing Li, Xin Yao
2025 J jnl
Robust Dynamic Material Handling via Adaptive Constrained Evolutionary Reinforcement Learning.
CoRR
Chengpeng Hu, Ziming Wang, Bo Yuan, Jialin Liu, Chengqi Zhang, Xin Yao
2025 J jnl
Robust Dynamic Material Handling via Adaptive Constrained Evolutionary Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Chengpeng Hu, Ziming Wang, Bo Yuan, Jialin Liu, Chengqi Zhang, Xin Yao
2025 J jnl
Solving Overlapping Coalition Structure Generation in Task-Based Settings.
J. Artif. Intell. Res.
Guofu Zhang, Zhaopin Su, Xiaoxiao Song, Zixuan Gao, Miqing Li, Xin Yao
2025 J jnl
Synergies Among Responsible Artificial Intelligence (RAI), Environmental, Social and Governance (ESG), and Sustainable Development Goals (SDGs).
IEEE Comput. Intell. Mag.
Changwu Huang, Xin Yao
2025 — conf
The Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing.
ACL (Findings)
Xinwei Guo, Jiashi Gao, Junlei Zhou, Jiaxin Zhang, Guanhua Chen, Xiangyu Zhao, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei
2025 J jnl
Tracking Correlations Between Multiple Data Streams Through Evolutionary Regressor Chains.
IEEE Trans. Cybern.
Bin Zhang, Jie Lu, Anjin Liu, Xin Yao, Guangquan Zhang
2025 — conf
When Is Non-deteriorating Population Update in MOEAs Beneficial?
EMO (2)
Qiaozhi Zhang, Miqing Li, Ke Tang, Xin Yao
2024 — conf
A Concept-Based Local Interpretable Model-Agnostic Explanation Approach for Deep Neural Networks in Image Classification.
IIP (2)
Lidan Tan, Changwu Huang, Xin Yao
2024 J jnl
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments.
IEEE Trans. Evol. Comput.
Ke Li, Renzhi Chen, Xin Yao
2024 — conf
A Deep Dive into Robust Optimization Over Time: Problems, Algorithms, and Beyond.
GECCO Companion
Danial Yazdani, Xin Yao
2024 — conf
A Knowledge Guided Multi-Population Evolutionary Algorithm for Dynamic Workflow Scheduling Problem.
CAI
Jingyuan Xu, Jiajian Yang, Peiru Li, Ziming Wang, Changwu Huang, Xin Yao
2024 J jnl
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?
ACM Trans. Auton. Adapt. Syst.
Ziming Wang, Changwu Huang, Xin Yao
2024 J jnl
A Survey on Unbalanced Classification: How Can Evolutionary Computation Help?
IEEE Trans. Evol. Comput.
Wenbin Pei, Bing Xue, Mengjie Zhang, Lin Shang, Xin Yao, Qiang Zhang
2024 J jnl
A comparative study of evolutionary approaches to the bi-objective dynamic Travelling Thief Problem.
Swarm Evol. Comput.
Daniel Herring, Michael Kirley, Xin Yao
2024 J jnl
Accelerating surrogate assisted evolutionary algorithms for expensive multi-objective optimization via explainable machine learning.
Swarm Evol. Comput.
Bingdong Li, Yanting Yang, Dacheng Liu, Yan Zhang, Aimin Zhou, Xin Yao
2024 A conf
An Adaptive Interactive Routing-Packing Strategy for Split Delivery Vehicle Routing Problem with 3D Loading Constraints.
GECCO
Han Zhang, Qing Li, Xin Yao
2024 — conf
An Explainable Error Detection Approach for Machine Learning.
ICONIP (2)
Kaiyue Wu, Changwu Huang, Xin Yao
2024 B conf
An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews.
IJCNN
Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao
2024 J jnl
An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews.
CoRR
Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao
2024 A conf
Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect.
ECAI
Jiashi Gao, Xin Yao, Xuetao Wei
2024 A* conf
Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation.
NeurIPS
Junlei Zhou, Jiashi Gao, Xiangyu Zhao, Xin Yao, Xuetao Wei
2024 A conf
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes.
GECCO
Danial Yazdani, Juergen Branke, Mohammad Sadegh Khorshidi, Mohammad Nabi Omidvar, Xiaodong Li, Amir H. Gandomi, Xin Yao
2024 J jnl
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes.
CoRR
Danial Yazdani, Jürgen Branke, Mohammad Sadegh Khorshidi, Mohammad Nabi Omidvar, Xiaodong Li, Amir H. Gandomi, Xin Yao
2024 J jnl
Differential-Critic GAN: Generating What You Want by a Cue of Preferences.
IEEE Trans. Neural Networks Learn. Syst.
Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao
2024 A* conf
Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors.
NeurIPS
Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei
2024 J jnl
Engine Calibration With Surrogate-Assisted Bilevel Evolutionary Algorithm.
IEEE Trans. Cybern.
Xunzhao Yu, Yan Wang, Ling Zhu, Dimitar P. Filev, Xin Yao
2024 J jnl
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects.
CoRR
Javier Poyatos, Javier Del Ser, Salvador García, Hisao Ishibuchi, Daniel Molina, Isaac Triguero, Bing Xue, Xin Yao, Francisco Herrera
2024 A conf
Evolutionary Reinforcement Learning via Cooperative Coevolution.
ECAI
Chengpeng Hu, Jialin Liu, Xin Yao
2024 J jnl
Evolutionary Reinforcement Learning via Cooperative Coevolution.
CoRR
Chengpeng Hu, Jialin Liu, Xin Yao
2024 J jnl
Evolving Memristive Reservoir.
IEEE Trans. Neural Networks Learn. Syst.
Xinming Shi, Leandro L. Minku, Xin Yao
2024 J jnl
FairerML: An Extensible Platform for Analysing, Visualising, and Mitigating Biases in Machine Learning [Application Notes].
IEEE Comput. Intell. Mag.
Bo Yuan, Shenhao Gui, Qingquan Zhang, Ziqi Wang, Junyi Wen, Bifei Mao, Jialin Liu, Xin Yao
2024 — conf
Feature Attribution Explanation Based on Multi-Objective Evolutionary Learning.
GECCO Companion
Ziming Wang, Changwu Huang, Xin Yao
2024 J jnl
Generative Adversarial Ranking Nets.
J. Mach. Learn. Res.
Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao
2024 J jnl
Gridless Evolutionary Approach for Line Spectral Estimation With Unknown Model Order.
IEEE Trans. Cybern.
Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao
2024 J jnl
Knowledge Transfer for Dynamic Multi-Objective Optimization With a Changing Number of Objectives.
IEEE Trans. Emerg. Top. Comput. Intell.
Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2024 — conf
Knowledge-Guided Optimization for Complex Vehicle Routing with 3D Loading Constraints.
PPSN (1)
Han Zhang, Qing Li, Xin Yao
2024 J jnl
Learning Mixture-of-Experts for General-Purpose Black-Box Discrete Optimization.
CoRR
Shengcai Liu, Zhiyuan Wang, Yew-Soon Ong, Xin Yao, Ke Tang
2024 B conf
Learning-Based Problem Reduction for Large-Scale Uncapacitated Facility Location Problems.
CEC
Shuaixiang Zhang, Yixuan Yang, Hao Tong, Xin Yao
2024 J jnl
Multi-Class Imbalance Classification Based on Data Distribution and Adaptive Weights.
IEEE Trans. Knowl. Data Eng.
Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao
2024 J jnl
Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation.
CoRR
Chuan He, Yongchao Liu, Qiang Li, Weiqiang Wang, Xin Fu, Xinyi Fu, Chuntao Hong, Xin Yao
2024 J jnl
Multi-Objective Archiving.
IEEE Trans. Evol. Comput.
Miqing Li, Manuel López-Ibáñez, Xin Yao
2024 J jnl
Multi-objective Feature Attribution Explanation For Explainable Machine Learning.
ACM Trans. Evol. Learn. Optim.
Ziming Wang, Changwu Huang, Yun Li, Xin Yao
2024 A* conf
Negatively Correlated Ensemble Reinforcement Learning for Online Diverse Game Level Generation.
ICLR
Ziqi Wang, Chengpeng Hu, Jialin Liu, Xin Yao
2024 J jnl
On Estimating the Feasible Solution Space of Multi-objective Testing Resource Allocation.
ACM Trans. Softw. Eng. Methodol.
Guofu Zhang, Lei Li, Zhaopin Su, Feng Yue, Yang Chen, Miqing Li, Xin Yao
2024 J jnl
Online cross-project approach with project-level similarity for just-in-time software defect prediction.
Empir. Softw. Eng.
Cong Teng, Liyan Song, Xin Yao
2024 — conf
PEACH: A Multi-Objective Evolutionary Algorithm for Complex Vehicle Routing with Three-Dimensional Loading Constraints.
GECCO Companion
Han Zhang, Qing Li, Xin Yao
2024 J jnl
PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning.
CoRR
Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei
2024 J jnl
PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation.
CoRR
Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao
2024 J jnl
PROUD: PaRetO-gUided diffusion model for multi-objective generation.
Mach. Learn.
Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao
2024 J jnl
Procedural Fairness in Machine Learning.
CoRR
Ziming Wang, Changwu Huang, Xin Yao
2024 J jnl
Robust Optimization Over Time: A Critical Review.
IEEE Trans. Evol. Comput.
Danial Yazdani, Mohammad Nabi Omidvar, Donya Yazdani, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao
2024 J jnl
Sanitized clustering against confounding bias.
Mach. Learn.
Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao
2024 — conf
Surviving in Diverse Biases: Unbiased Dataset Acquisition in Online Data Market for Fair Model Training.
AIES (1)
Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei
2024 — conf
Towards Private and Fair Machine Learning: Group-Specific Differentially Private Stochastic Gradient Descent with Threshold Optimization.
ICONIP (3)
Zhi Yang, Changwu Huang, Xin Yao
2024 — conf
Tree-Based Genetic Programming for Evolutionary Analog Circuit with Approximate Shapley Value.
SGAI Conf. (1)
Xinming Shi, Leandro L. Minku, Xin Yao
2024 J jnl
Twin Fuzzy Networks With Interpolation Consistency Regularization for Weakly Supervised Anomaly Detection.
IEEE Trans. Fuzzy Syst.
Zhi Cao, Ye Shi, Yu-Cheng Chang, Xin Yao, Chin-Teng Lin
2024 A* conf
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models.
NeurIPS
Ziyi Zhou, Xinwei Guo, Jiashi Gao, Xiangyu Zhao, Shiyao Zhang, Xin Yao, Xuetao Wei
2024 — conf
When Does the Time-Linkage Property Help Optimization by Evolutionary Algorithms?
PPSN (3)
Mingfeng Li, Weijie Zheng, Wen Xie, Ao Sun, Xin Yao
2023 J jnl
A Brain-Inspired Hardware Architecture for Evolutionary Algorithms Based on Memristive Arrays.
ACM Trans. Design Autom. Electr. Syst.
Zilu Wang, Xinming Shi, Xin Yao
2023 — conf
A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems.
GECCO Companion
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2023 — conf
A Practical Human Labeling Method for Online Just-in-Time Software Defect Prediction.
ESEC/SIGSOFT FSE
Liyan Song, Leandro L. Minku, Cong Teng, Xin Yao
2023 J jnl
A Species-based Particle Swarm Optimization with Adaptive Population Size and Deactivation of Species for Dynamic Optimization Problems.
ACM Trans. Evol. Learn. Optim.
Delaram Yazdani, Danial Yazdani, Donya Yazdani, Mohammad Nabi Omidvar, Amir H. Gandomi, Xin Yao
2023 — conf
ARConvL: Adaptive Region-Based Convolutional Learning for Multi-class Imbalance Classification.
ECML/PKDD (2)
Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao
2023 — conf
An Explainable Feature Selection Approach for Fair Machine Learning.
ICANN (8)
Zhi Yang, Ziming Wang, Changwu Huang, Xin Yao
2023 — conf
An Iterative Machine Learning Approach to Informative Performance Reporting in Dynamic Multi-Objective Optimization.
GECCO Companion
Daniel Herring, Michael Kirley, Xin Yao
2023 J jnl
An Overview of Artificial Intelligence Ethics.
IEEE Trans. Artif. Intell.
Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao
2023 J jnl
An efficient many objective optimization algorithm with few parameters.
Swarm Evol. Comput.
Qingquan Zhang, Jialin Liu, Xin Yao
2023 A conf
BEDCOE: Borderline Enhanced Disjunct Cluster Based Oversampling Ensemble for Online Multi-Class Imbalance Learning.
ECAI
Shuxian Li, Liyan Song, Yiu-ming Cheung, Xin Yao
2023 B conf
Constrained Reinforcement Learning for Dynamic Material Handling.
IJCNN
Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao
2023 J jnl
Constrained Reinforcement Learning for Dynamic Material Handling.
CoRR
Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao
2023 J jnl
Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier].
IEEE Comput. Intell. Mag.
Ming Yang, Jie Gao, Aimin Zhou, Changhe Li, Xin Yao
2023 J jnl
EFFL: Egalitarian Fairness in Federated Learning for Mitigating Matthew Effect.
CoRR
Jiashi Gao, Changwu Huang, Ming Tang, Shin Hwei Tan, Xin Yao, Xuetao Wei
2023 J jnl
Evolutionary Dynamic Multi-objective Optimisation: A Survey.
ACM Comput. Surv.
Shouyong Jiang, Juan Zou, Shengxiang Yang, Xin Yao
2023 J jnl
Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments.
CoRR
Mai Peng, Zeneng She, Delaram Yazdani, Danial Yazdani, Wenjian Luo, Changhe Li, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao
2023 B conf
Evolving Constrained Reinforcement Learning Policy.
IJCNN
Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao
2023 J jnl
Evolving Constrained Reinforcement Learning Policy.
CoRR
Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao
2023 J jnl
Experience-Based Evolutionary Algorithms for Expensive Optimization.
CoRR
Xunzhao Yu, Yan Wang, Ling Zhu, Dimitar P. Filev, Xin Yao
2023 — conf
Explaining Memristive Reservoir Computing Through Evolving Feature Attribution.
GECCO Companion
Xinming Shi, Zilu Wang, Leandro L. Minku, Xin Yao
2023 J jnl
Fast Estimations of Hitting Time of Elitist Evolutionary Algorithms from Fitness Levels.
CoRR
Jun He, Siang Yew Chong, Xin Yao
2023 B conf
Feature Attribution Explanation to Detect Harmful Dataset Shift.
IJCNN
Ziming Wang, Changwu Huang, Xin Yao
2023 — conf
Generate Competitive Solutions for Uncapacitated Facility Location Problem by Learning from Small Instances.
GECCO Companion
Shuaixiang Zhang, Hao Tong, Jialin Liu, Xin Yao
2023 J jnl
Guest Editorial: Special Issue on Stream Learning.
IEEE Trans. Neural Networks Learn. Syst.
Jie Lu, João Gama, Xin Yao, Leandro L. Minku
2023 J jnl
Hierarchical Reduced-Space Drift Detection Framework for Multivariate Supervised Data Streams.
IEEE Trans. Knowl. Data Eng.
Shuyi Zhang, Peter Tino, Xin Yao
2023 J jnl
How Good is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem.
IEEE Comput. Intell. Mag.
Shengcai Liu, Yu Zhang, Ke Tang, Xin Yao
2023 J jnl
Interactive Evolutionary Multiobjective Optimization via Learning to Rank.
IEEE Trans. Evol. Comput.
Ke Li, Guiyu Lai, Xin Yao
2023 J jnl
Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput.
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang, Xin Yao
2023 J jnl
Knowledge Transfer for Dynamic Multi-objective Optimization with a Changing Number of Objectives.
CoRR
Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2023 A conf
Local Optima Correlation Assisted Adaptive Operator Selection.
GECCO
Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao
2023 J jnl
Local Optima Correlation Assisted Adaptive Operator Selection.
CoRR
Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao
2023 J jnl
Mitigating Unfairness via Evolutionary Multiobjective Ensemble Learning.
IEEE Trans. Evol. Comput.
Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao
2023 J jnl
Multi-Objective Archiving.
CoRR
Miqing Li, Manuel López-Ibáñez, Xin Yao
2023 J jnl
New Reliability-Driven Bounds for Architecture-Based Multi-Objective Testing Resource Allocation.
IEEE Trans. Software Eng.
Guofu Zhang, Lei Li, Zhaopin Su, Zhisheng Shao, Miqing Li, Bin Li, Xin Yao
2023 — conf
Noise-Tolerant Hardware-Aware Pruning for Deep Neural Networks.
ICSI (2)
Shun Lu, Cheng Chen, Kunlong Zhang, Yang Zheng, Zheng Hu, Wenjing Hong, Guiying Li, Xin Yao
2023 J jnl
On the validity of retrospective predictive performance evaluation procedures in just-in-time software defect prediction.
Empir. Softw. Eng.
Liyan Song, Leandro L. Minku, Xin Yao
2023 J jnl
Recidivism early warning model based on rough sets and the improved K-prototype clustering algorithm and a back propagation neural network.
J. Ambient Intell. Humaniz. Comput.
Kangshun Li, Ziming Wang, Xin Yao, Jiahao Liu, Hongming Fang, Yishu Lei
2023 J jnl
Reinforcement Learning With Dual-Observation for General Video Game Playing.
IEEE Trans. Games
Chengpeng Hu, Ziqi Wang, Tianye Shu, Hao Tong, Julian Togelius, Xin Yao, Jialin Liu
2023 J jnl
Robust Audio Copy-Move Forgery Detection Using Constant Q Spectral Sketches and GA-SVM.
IEEE Trans. Dependable Secur. Comput.
Zhaopin Su, Mengke Li, Guofu Zhang, Qinfang Wu, Miqing Li, Weiming Zhang, Xin Yao
2023 J jnl
Robust Deep Learning Models Against Semantic-Preserving Adversarial Attack.
CoRR
Dashan Gao, Yunce Zhao, Yinghua Yao, Zeqi Zhang, Bifei Mao, Xin Yao
2023 B conf
Robust Deep Learning Models against Semantic-Preserving Adversarial Attack.
IJCNN
Yunce Zhao, Dashan Gao, Yinghua Yao, Zeqi Zhang, Bifei Mao, Xin Yao
2023 J jnl
Robust Optimization Over Time by Estimating Robustness of Promising Regions.
IEEE Trans. Evol. Comput.
Danial Yazdani, Donya Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Amir Hossein Gandomi, Xin Yao
2023 J jnl
Sanitized Clustering against Confounding Bias.
CoRR
Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao
2023 J jnl
Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems.
IEEE Trans. Evol. Comput.
Tuo Zhang, Handing Wang, Bo Yuan, Yaochu Jin, Xin Yao
2023 J jnl
Theoretical Analyses of Evolutionary Algorithms on Time-Linkage OneMax with General Weights.
CoRR
Weijie Zheng, Xin Yao
2022 J jnl
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments.
CoRR
Ke Li, Renzhi Chen, Xin Yao
2022 B conf
A Novel Data Stream Learning Approach to Tackle One-Sided Label Noise From Verification Latency.
IJCNN
Liyan Song, Shuxian Li, Leandro L. Minku, Xin Yao
2022 J jnl
A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput.
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2022 J jnl
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part I.
IEEE Trans. Evol. Comput.
Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao
2022 J jnl
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part II.
IEEE Trans. Evol. Comput.
Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao
2022 — conf
A Scalable Mixed Reality Platform for Remote Collaborative LEGO Design.
INFOCOM Workshops
Xin Yao, Jiangong Chen, Ting He, Jing Yang, Bin Li
2022 J jnl
A novel tree-based representation for evolving analog circuits and its application to memristor-based pulse generation circuit.
Genet. Program. Evolvable Mach.
Xinming Shi, Leandro L. Minku, Xin Yao
2022 J jnl
Adaptive Memory-Enhanced Time Delay Reservoir and its Memristive Implementation.
IEEE Trans. Computers
Xinming Shi, Leandro L. Minku, Xin Yao
2022 J jnl
Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation.
Memetic Comput.
Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao
2022 Misc conf
AdderIC: Towards Low Computation Cost Image Compression.
ICASSP
Bowen Li, Xin Yao, Chao Li, Youneng Bao, Fanyang Meng, Yongsheng Liang
2022 J jnl
An Efficient Multi-Indicator and Many-Objective Optimization Algorithm based on Two-Archive.
CoRR
Ziming Wang, Xin Yao
2022 — conf
An Investigation of Adaptive Operator Selection in Solving Complex Vehicle Routing Problem.
PRICAI (1)
Jiyuan Pei, Yi Mei, Jialin Liu, Xin Yao
2022 J jnl
Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite.
IEEE Trans. Cybern.
Danial Yazdani, Mohammad Nabi Omidvar, Ran Cheng, Jürgen Branke, Trung Thanh Nguyen, Xin Yao
2022 B conf
Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World Traffic Simulation.
CEC
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2022 J jnl
Dynamic Optimization in Fast-Changing Environments via Offline Evolutionary Search.
IEEE Trans. Evol. Comput.
Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao
2022 J jnl
Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network.
CoRR
Gan Ruan, Leandro L. Minku, Zhao Xu, Xin Yao
2022 — conf
Evolutionary continuous dynamic optimization.
GECCO Companion
Danial Yazdani, Xin Yao
2022 — conf
Evolving parsimonious circuits through shapley value-based genetic programming.
GECCO Companion
Xinming Shi, Jiashi Gao, Leandro L. Minku, Xin Yao
2022 J jnl
Finding top-K solutions for the decision-maker in multiobjective optimization.
Inf. Sci.
Wenjian Luo, Luming Shi, Xin Lin, Jiajia Zhang, Miqing Li, Xin Yao
2022 J jnl
Fitness landscape analysis and niching genetic approach for hybrid beamforming in RIS-aided communications.
Appl. Soft Comput.
Bai Yan, Qi Zhao, Mengke Li, Jin Zhang, J. Andrew Zhang, Xin Yao
2022 J jnl
Generative Adversarial Construction of Parallel Portfolios.
IEEE Trans. Cybern.
Shengcai Liu, Ke Tang, Xin Yao
2022 J jnl
Genetic Programming With Niching for Uncertain Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput.
Shaolin Wang, Yi Mei, Mengjie Zhang, Xin Yao
2022 J jnl
How Good Is Neural Combinatorial Optimization?
CoRR
Shengcai Liu, Yu Zhang, Ke Tang, Xin Yao
2022 J jnl
How to Evaluate Solutions in Pareto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance.
IEEE Trans. Software Eng.
Miqing Li, Tao Chen, Xin Yao
2022 J jnl
In Vivo Computing Strategies for Tumor Sensitization and Targeting.
IEEE Trans. Cybern.
Shaolong Shi, Yifan Chen, Xin Yao
2022 — conf
Indicator-Aware Talking Face Generation Based on Evolutionary Multi-objective Optimization.
SSCI
Ge Guo, Wenjing Hong, Chaoyong Zhou, Xin Yao
2022 J jnl
Interactive Evolutionary Multi-Objective Optimization via Learning-to-Rank.
CoRR
Ke Li, Guiyu Lai, Xin Yao
2022 J jnl
Mitigating Unfairness via Evolutionary Multi-objective Ensemble Learning.
CoRR
Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao
2022 J jnl
NGA-Inspired Nanorobots-Assisted Detection of Multifocal Cancer.
IEEE Trans. Cybern.
Shaolong Shi, Yifan Chen, Xin Yao
2022 J jnl
Online algorithm configuration for differential evolution algorithm.
Appl. Intell.
Changwu Huang, Hao Bai, Xin Yao
2022 J jnl
Posterior Decision Making Based on Decomposition-Driven Knee Point Identification.
IEEE Trans. Evol. Comput.
Ke Li, Haifeng Nie, Huiru Gao, Xin Yao
2022 B conf
Preventing Undesirable Behaviors of Neural Networks via Evolutionary Constrained Learning.
IJCNN
Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao
2022 J jnl
Region-Focused Memetic Algorithms With Smart Initialization for Real-World Large-Scale Waste Collection Problems.
IEEE Trans. Evol. Comput.
Wenxing Lan, Ziyuan Ye, Peijun Ruan, Jialin Liu, Peng Yang, Xin Yao
2022 J jnl
Reproducibility and Baseline Reporting for Dynamic Multi-objective Benchmark Problems.
CoRR
Daniel Herring, Michael Kirley, Xin Yao
2022 A conf
Reproducibility and baseline reporting for dynamic multi-objective benchmark problems.
GECCO
Daniel Herring, Michael Kirley, Xin Yao
2022 B conf
Spatio-Temporal Activity Recognition for Evolutionary Search Behavior Prediction.
IJCNN
Stephen Friess, Peter Tino, Stefan Menzel, Zhao Xu, Bernhard Sendhoff, Xin Yao
2022 B conf
Split-AE: An Autoencoder-based Disentanglement Framework for 3D Shape-to-shape Feature Transfer.
IJCNN
Sneha Saha, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Stefan Menzel
2022 J jnl
Tension-Relaxation In Vivo Computing Principle for Tumor Sensitization and Targeting.
IEEE Trans. Cybern.
Shaolong Shi, Neda Sharifi, Yifan Chen, Xin Yao
2022 J jnl
The Vision of Self-Evolving Computing Systems.
CoRR
Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir
2022 J jnl
The vision of self-evolving computing systems.
J. Integr. Des. Process. Sci.
Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir
2022 — conf
Towards Robust Uncertainty Estimation in the Presence of Noisy Labels.
ICANN (1)
Chao Pan, Bo Yuan, Wei Zhou, Xin Yao
2022 J jnl
Universal Learned Image Compression With Low Computational Cost.
CoRR
Bowen Li, Xin Yao, Youneng Bao, Fanyang Meng, Yongsheng Liang, Wen Tan
2022 A conf
What makes the dynamic capacitated Arc routing problem hard to solve: insights from fitness landscape analysis.
GECCO
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2021 J jnl
A Novel Generalised Meta-Heuristic Framework for Dynamic Capacitated Arc Routing Problems.
CoRR
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2021 J jnl
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A.
IEEE Trans. Evol. Comput.
Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao
2021 J jnl
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B.
IEEE Trans. Evol. Comput.
Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao
2021 — conf
A hybrid local search framework for the dynamic capacitated arc routing problem.
GECCO Companion
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2021 B conf
Adaptive Differential Evolution based on Exploration and Exploitation Control.
CEC
Hao Bai, Changwu Huang, Xin Yao
2021 J jnl
Adaptive Initialization Method for K-Means Algorithm.
Frontiers Artif. Intell.
Jie Yang, Yu-Kai Wang, Xin Yao, Chin-Teng Lin
2021 J jnl
An Efficient Recursive Differential Grouping for Large-Scale Continuous Problems.
IEEE Trans. Evol. Comput.
Ming Yang, Aimin Zhou, Changhe Li, Xin Yao
2021 J jnl
Analysis of Evolutionary Algorithms on Fitness Function With Time-Linkage Property.
IEEE Trans. Evol. Comput.
Weijie Zheng, Huanhuan Chen, Xin Yao
2021 J jnl
Analysis of Noisy Evolutionary Optimization When Sampling Fails.
Algorithmica
Chao Qian, Chao Bian, Yang Yu, Ke Tang, Xin Yao
2021 — conf
Analysis of evolutionary algorithms on fitness function with time-linkage property (hot-off-the-press track at GECCO 2021).
GECCO Companion
Weijie Zheng, Huanhuan Chen, Xin Yao
2021 B conf
Artificial Neural Networks as Feature Extractors in Continuous Evolutionary Optimization.
IJCNN
Stephen Friess, Peter Tiño, Zhao Xu, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2021 — conf
Bi-Objective Splitting Delivery VRP with Loading Constraints and Restricted Access.
SSCI
Jiyuan Pei, Chengpeng Hu, Jialin Liu, Yi Mei, Xin Yao
2021 J jnl
Conference Report on 2020 IEEE World Congress on Computational Intelligence (IEEE WCCI 2020) [Conference Reports].
IEEE Comput. Intell. Mag.
Amir Hussain, Marios M. Polycarpou, Xin Yao
2021 J jnl
Consensus Learning for Distributed Fuzzy Neural Network in Big Data Environment.
IEEE Trans. Emerg. Top. Comput. Intell.
Ye Shi, Chin-Teng Lin, Yu-Cheng Chang, Weiping Ding, Yuhui Shi, Xin Yao
2021 J jnl
Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics.
CoRR
Yuan Pu, Shaochen Wang, Xin Yao, Bin Li
2021 J jnl
Cooperative Coevolution-based Design Space Exploration for Multi-mode Dataflow Mapping.
ACM Trans. Embed. Comput. Syst.
Bo Yuan, Xiaofen Lu, Ke Tang, Xin Yao
2021 J jnl
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning.
CoRR
Yuan Pu, Shaochen Wang, Rui Yang, Xin Yao, Bin Li
2021 J jnl
Differential-Critic GAN: Generating What You Want by a Cue of Preferences.
CoRR
Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao
2021 J jnl
Discriminative Learning in the Model Space for Symbolic Sequence Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Yaqiang Yao, Huanhuan Chen, Xin Yao
2021 J jnl
Efficient User Involvement in Semiautomatic Ontology Matching.
IEEE Trans. Emerg. Top. Comput. Intell.
Xingsi Xue, Junfeng Chen, Xin Yao
2021 J jnl
Enhanced Constraint Handling for Reliability-Constrained Multiobjective Testing Resource Allocation.
IEEE Trans. Evol. Comput.
Zhaopin Su, Guofu Zhang, Feng Yue, Dezhi Zhan, Miqing Li, Bin Li, Xin Yao
2021 — conf
Exploiting Generative Models for Performance Predictions of 3D Car Designs.
SSCI
Sneha Saha, Thiago Rios, Leandro L. Minku, Bas van Stein, Patricia Wollstadt, Xin Yao, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel
2021 B conf
Exploiting Linear Interpolation of Variational Autoencoders for Satisfying Preferences in Evolutionary Design Optimization.
CEC
Sneha Saha, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Stefan Menzel
2021 J jnl
Exponential evolution mechanism for in vivo computation.
Swarm Evol. Comput.
Shaolong Shi, Yifan Chen, Xin Yao, Qiang Liu
2021 — conf
Fairer Machine Learning Through Multi-objective Evolutionary Learning.
ICANN (4)
Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao
2021 — conf
Feature Creation Towards the Detection of Non-control-Flow Hijacking Attacks.
ICANN (1)
Zander Blasingame, Chen Liu, Xin Yao
2021 J jnl
Few-Shots Parallel Algorithm Portfolio Construction via Co-Evolution.
IEEE Trans. Evol. Comput.
Ke Tang, Shengcai Liu, Peng Yang, Xin Yao
2021 J jnl
Generalized Moving Peaks Benchmark.
CoRR
Danial Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Changhe Li, Michalis Mavrovouniotis, Trung Thanh Nguyen, Shengxiang Yang, Xin Yao
2021 J jnl
Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark.
CoRR
Mohammad Nabi Omidvar, Danial Yazdani, Jürgen Branke, Xiaodong Li, Shengxiang Yang, Xin Yao
2021 J jnl
Gridless Evolutionary Approach for Line Spectral Estimation with Unknown Model Order.
CoRR
Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao
2021 J jnl
Hybrid Beamforming for RIS-Aided Communications: Fitness Landscape Analysis and Niching Genetic Algorithm.
CoRR
Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao
2021 B conf
Interpreting Node Embedding with Text-labeled Graphs.
IJCNN
Giuseppe Serra, Zhao Xu, Mathias Niepert, Carolin Lawrence, Peter Tiño, Xin Yao
2021 — conf
Label-Assisted Memory Autoencoder for Unsupervised Out-of-Distribution Detection.
ECML/PKDD (3)
Shuyi Zhang, Chao Pan, Liyan Song, Xiaoyu Wu, Zheng Hu, Ke Pei, Peter Tino, Xin Yao
2021 J jnl
Lifelong Computing.
CoRR
Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir
2021 J jnl
Memetic search for vehicle routing with simultaneous pickup-delivery and time windows.
Swarm Evol. Comput.
Shengcai Liu, Ke Tang, Xin Yao
2021 J jnl
Multi-objective software performance optimisation at the architecture level using randomised search rules.
Inf. Softw. Technol.
Youcong Ni, Xin Du, Peng Ye, Leandro L. Minku, Xin Yao, Mark Harman, Ruliang Xiao
2021 J jnl
Multiobjective Bilevel Evolutionary Approach for Off-Grid Direction-of-Arrival Estimation.
CoRR
Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao
2021 J jnl
Multiobjective bilevel evolutionary approach for off-grid direction-of-arrival estimation.
Appl. Soft Comput.
Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao
2021 B conf
Neural Architecture Search Based on Evolutionary Algorithms with Fitness Approximation.
IJCNN
Chao Pan, Xin Yao
2021 C conf
Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation.
EMO
Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao
2021 J jnl
Parallel exploration via negatively correlated search.
Frontiers Comput. Sci.
Peng Yang, Qi Yang, Ke Tang, Xin Yao
2021 J jnl
Placement of Digital Microfluidic Biochips via a New Evolutionary Algorithm.
ACM Trans. Design Autom. Electr. Syst.
Chen Jiang, Bo Yuan, Tsung-Yi Ho, Xin Yao
2021 — conf
Predicting CMA-ES Operators as Inductive Biases for Shape Optimization Problems.
SSCI
Stephen Friess, Peter Tino, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2021 J jnl
Preface.
Nat. Comput.
Ying Tan, Yuhui Shi, Xin Yao
2021 J jnl
Robust Optimization in Uncertain Capacitated Arc Routing Problems: Progresses and Perspectives [Review Article].
IEEE Comput. Intell. Mag.
Jialin Liu, Ke Tang, Xin Yao
2021 — conf
Second-order Time Delay Reservoir Computing for Nonlinear Time Series Problems.
SSCI
Xinming Shi, Jiashi Gao, Leandro L. Minku, James J. Q. Yu, Xin Yao
2021 J jnl
Surrogate models in evolutionary single-objective optimization: A new taxonomy and experimental study.
Inf. Sci.
Hao Tong, Changwu Huang, Leandro L. Minku, Xin Yao
2021 J jnl
Symbolic Sequence Classification in the Fractal Space.
IEEE Trans. Emerg. Top. Comput. Intell.
Yang Li, Bingbing Jiang, Huanhuan Chen, Xin Yao
2021 J jnl
TRIP: Refining Image-to-Image Translation via Rival Preferences.
CoRR
Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao
2021 — conf
Trust and Trustworthiness: What They Are and How to Achieve Them.
PerCom Workshops
Jinghui Li, Bifei Mao, Zhizhang Liang, Zeqi Zhang, Qiushi Lin, Xin Yao
2021 J jnl
Uncertainty analysis of wind power probability density forecasting based on cubic spline interpolation and support vector quantile regression.
Neurocomputing
Yaoyao He, Haiyan Li, Shuo Wang, Xin Yao
2021 J jnl
When Non-Elitism Meets Time-Linkage Problems.
CoRR
Weijie Zheng, Qiaozhi Zhang, Huanhuan Chen, Xin Yao
2021 A conf
When non-elitism meets time-linkage problems.
GECCO
Weijie Zheng, Qiaozhi Zhang, Huanhuan Chen, Xin Yao
2020 — conf
A Competitive Co-evolutionary optimization Method for the Dynamic Vehicle Routing Problem.
SSCI
Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao
2020 — conf
A Hybrid Evolutionary Algorithm for Reliable Facility Location Problem.
PPSN (2)
Han Zhang, Jialin Liu, Xin Yao
2020 J jnl
A Hybrid Evolutionary Algorithm for Reliable Facility Location Problem.
CoRR
Han Zhang, Jialin Liu, Xin Yao
2020 B conf
A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros.
CEC
Tianye Shu, Ziqi Wang, Jialin Liu, Xin Yao
2020 J jnl
A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros.
CoRR
Tianye Shu, Ziqi Wang, Jialin Liu, Xin Yao
2020 J jnl
A Survey of Automatic Parameter Tuning Methods for Metaheuristics.
IEEE Trans. Evol. Comput.
Changwu Huang, Yuanxiang Li, Xin Yao
2020 J jnl
A Task-Oriented Heuristic for Repairing Infeasible Solutions to Overlapping Coalition Structure Generation.
IEEE Trans. Syst. Man Cybern. Syst.
Guofu Zhang, Zhaopin Su, Miqing Li, Meibin Qi, Jianguo Jiang, Xin Yao
2020 — conf
An Extendable Platform for Routing Problem: Optimisation, Evaluation and Solution Visualisation.
SSCI
Chenhao Li, Jiyuan Pei, Qingquan Zhang, Jialin Liu, Xin Yao
2020 J jnl
Analysis of Evolutionary Algorithms on Fitness Function with Time-linkage Property.
CoRR
Weijie Zheng, Huanhuan Chen, Xin Yao
2020 — conf
Boltzmann Exploration for Deterministic Policy Optimization.
ICONIP (2)
Shaochen Wang, Yuan Pu, Shangtong Yang, Xin Yao, Bin Li
2020 B conf
Computational Study on Effectiveness of Knowledge Transfer in Dynamic Multi-objective Optimization.
CEC
Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2020 — conf
D-MAENS2: A Self-adaptive D-MAENS Algorithm with Better Decision Diversity.
SSCI
Qingquan Zhang, Feng Wu, Yang Tao, Jiyuan Pei, Jialin Liu, Xin Yao
2020 J jnl
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evol. Comput.
Ke Li, Minhui Liao, Kalyanmoy Deb, Geyong Min, Xin Yao
2020 J jnl
Dynamic Multi-objective Optimization of the Travelling Thief Problem.
CoRR
Daniel Herring, Michael Kirley, Xin Yao
2020 J jnl
Ensemble of Classifiers Based on Multiobjective Genetic Sampling for Imbalanced Data.
IEEE Trans. Knowl. Data Eng.
Everlandio R. Q. Fernandes, André C. P. L. F. de Carvalho, Xin Yao
2020 J jnl
Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers.
IEEE Trans. Evol. Comput.
Cheng He, Ran Cheng, Chuanji Zhang, Ye Tian, Qing Chen, Xin Yao
2020 J jnl
Few-shots Parameter Tuning via Co-evolution.
CoRR
Ke Tang, Shengcai Liu, Peng Yang, Xin Yao
2020 J jnl
Finding the Largest Successful Coalition under the Strict Goal Preferences of Agents.
ACM Trans. Auton. Adapt. Syst.
Zhaopin Su, Guofu Zhang, Feng Yue, Jindong He, Miqing Li, Bin Li, Xin Yao
2020 J jnl
How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance.
CoRR
Tao Chen, Miqing Li, Xin Yao
2020 — conf
Improving Sampling in Evolution Strategies Through Mixture-Based Distributions Built from Past Problem Instances.
PPSN (1)
Stephen Friess, Peter Tiño, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2020 B conf
In Vivo Computation for Tumor Sensitization and Targeting at Different Tumor Growth Stages.
CEC
Shaolong Shi, Yifan Chen, Zheng Gong, Xiaoyou Lin, Neda Sharifi, Xin Yao
2020 J jnl
Kernel truncated regression representation for robust subspace clustering.
Inf. Sci.
Liangli Zhen, Dezhong Peng, Wei Wang, Xin Yao
2020 J jnl
Knee Point Identification Based on Trade-Off Utility.
CoRR
Ke Li, Haifeng Nie, Huiru Gao, Xin Yao
2020 B conf
Latent Context Based Soft Actor-Critic.
IJCNN
Yuan Pu, Shaochen Wang, Xin Yao, Bin Li
2020 J jnl
Many-Objective Test Suite Generation for Software Product Lines.
ACM Trans. Softw. Eng. Methodol.
Robert M. Hierons, Miqing Li, Xiaohui Liu, José Antonio Parejo, Sergio Segura, Xin Yao
2020 J jnl
Memetic Search for Vehicle Routing with Simultaneous Pickup-Delivery and Time Windows.
CoRR
Shengcai Liu, Ke Tang, Xin Yao
2020 J jnl
Multi-objective redundancy hardening with optimal task mapping for independent tasks on multi-cores.
Soft Comput.
Bo Yuan, Bin Li, Huanhuan Chen, Zhigang Zeng, Xin Yao
2020 J jnl
Objective reduction for visualising many-objective solution sets.
Inf. Sci.
Liangli Zhen, Miqing Li, Dezhong Peng, Xin Yao
2020 A* conf
On Performance Estimation in Automatic Algorithm Configuration.
AAAI
Shengcai Liu, Ke Tang, Yunwen Lei, Xin Yao
2020 B conf
Online Parameter Tuned SAHiD Algorithm for Capacitated Arc Routing Problems.
CEC
Changwu Huang, Yuanxiang Li, Xin Yao
2020 J jnl
Preface.
Nat. Comput.
Ying Tan, Yuhui Shi, Xin Yao
2020 — conf
Quantifying The Generative Capabilities Of Variational Autoencoders For 3D Car Point Clouds.
SSCI
Sneha Saha, Stefan Menzel, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Patricia Wollstadt
2020 B conf
Representing Experience in Continuous Evolutionary optimisation through Problem-tailored Search Operators.
CEC
Stephen Friess, Peter Tiño, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2020 — conf
Responsive Multi-population Models for the Dynamic Travelling Thief Problem.
SSCI
Daniel Herring, Michael Kirley, Xin Yao
2020 J jnl
Robust Reinforcement Learning for General Video Game Playing.
CoRR
Chengpeng Hu, Ziqi Wang, Tianye Shu, Yang Tao, Hao Tong, Julian Togelius, Xin Yao, Jialin Liu
2020 J jnl
Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach.
IEEE Trans. Evol. Comput.
Danial Yazdani, Mohammad Nabi Omidvar, Jürgen Branke, Trung Thanh Nguyen, Xin Yao
2020 J jnl
Self-Awareness for Autonomous Systems.
Proc. IEEE
Nikil D. Dutt, Carlo S. Regazzoni, Bernhard Rinner, Xin Yao
2020 J jnl
Synergizing Domain Expertise With Self-Awareness in Software Systems: A Patternized Architecture Guideline.
Proc. IEEE
Tao Chen, Rami Bahsoon, Xin Yao
2020 J jnl
Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline.
CoRR
Tao Chen, Rami Bahsoon, Xin Yao
2020 J jnl
Toward Efficient Design Space Exploration for Fault-Tolerant Multiprocessor Systems.
IEEE Trans. Evol. Comput.
Bo Yuan, Huanhuan Chen, Xin Yao
2020 — conf
Towards Novel Meta-heuristic Algorithms for Dynamic Capacitated Arc Routing Problems.
PPSN (2)
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2020 J jnl
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-Based Evolutionary Multiobjective Optimisation.
Evol. Comput.
Miqing Li, Xin Yao
2020 J jnl
xTML: A Unified Heterogeneous Transfer Metric Learning Framework for Multimedia Applications [Application Notes].
IEEE Comput. Intell. Mag.
Lu Liu, Yong Luo, Han Hu, Yonggang Wen, Dacheng Tao, Xin Yao
2019 J jnl
A New Framework for Analysis of Coevolutionary Systems - Directed Graph Representation and Random Walks.
Evol. Comput.
Siang Yew Chong, Peter Tiño, Jun He, Xin Yao
2019 J jnl
A Parallel Divide-and-Conquer-Based Evolutionary Algorithm for Large-Scale Optimization.
IEEE Access
Peng Yang, Ke Tang, Xin Yao
2019 J jnl
A Scalable Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Wenjing Hong, Ke Tang, Aimin Zhou, Hisao Ishibuchi, Xin Yao
2019 J jnl
A hybrid clustering and evolutionary approach for wireless underground sensor network lifetime maximization.
Inf. Sci.
Thi Tam Nguyen, Huynh Thi Thanh Binh, Dinh Anh Dung, Phan Ngoc Lan, Vinh Trong Le, Bo Yuan, Xin Yao
2019 J jnl
Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation.
IEEE Trans. Evol. Comput.
Cheng He, Lianghao Li, Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin, Xin Yao
2019 J jnl
Adaptive Initialization Method for K-means Algorithm.
CoRR
Jie Yang, Yu-Kai Wang, Xin Yao, Chin-Teng Lin
2019 — conf
Adaptive-SAHiD Algorithm for Capacitated Arc Routing Problems.
SSCI
Changwu Huang, Yuanxiang Li, Xin Yao
2019 J jnl
Algorithm Portfolio for Individual-based Surrogate-Assisted Evolutionary Algorithms.
CoRR
Hao Tong, Jialin Liu, Xin Yao
2019 — conf
Algorithm Portfolio for Parameter Tuned Evolutionary Algorithms.
SSCI
Hao Tong, Shuyi Zhang, Changwu Huang, Xin Yao
2019 A conf
Algorithm portfolio for individual-based surrogate-assisted evolutionary algorithms.
GECCO
Hao Tong, Jialin Liu, Xin Yao
2019 C conf
An Empirical Investigation of the Optimality and Monotonicity Properties of Multiobjective Archiving Methods.
EMO
Miqing Li, Xin Yao
2019 B conf
An Experimental Study of Large-scale Capacitated Vehicle Routing Problems.
CEC
Er Zhuo, Yunjie Deng, Zhewei Su, Peng Yang, Bo Yuan, Xin Yao
2019 A* conf
Automatic Construction of Parallel Portfolios via Explicit Instance Grouping.
AAAI
Shengcai Liu, Ke Tang, Xin Yao
2019 B conf
Automatic Parameter Tuning using Bayesian Optimization Method.
CEC
Changwu Huang, Bo Yuan, Yuanxiang Li, Xin Yao
2019 J jnl
Bandit-based cooperative coevolution for tackling contribution imbalance in large-scale optimization problems.
Appl. Soft Comput.
Borhan Kazimipour, Mohammad Nabi Omidvar, A. K. Qin, Xiaodong Li, Xin Yao
2019 J jnl
Competitive Co-evolution for Dynamic Constrained Optimisation.
CoRR
Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao
2019 — conf
DIDD: Identifying and Learning New Conceptual Data with Lower Diversity.
SSCI
Chao Pan, Xin Yao
2019 J jnl
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multi-Objective Optimisation Using Reference Points.
CoRR
Ke Li, Minhui Liao, Kalyanmoy Deb, Geyong Min, Xin Yao
2019 — conf
Domination-Based Ordinal Regression for Expensive Multi-Objective Optimization.
SSCI
Xunzhao Yu, Xin Yao, Yan Wang, Ling Zhu, Dimitar P. Filev
2019 J jnl
Evolutionary Generative Adversarial Networks.
IEEE Trans. Evol. Comput.
Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao
2019 A* conf
Explicit Planning for Efficient Exploration in Reinforcement Learning.
NeurIPS
Liangpeng Zhang, Ke Tang, Xin Yao
2019 J jnl
Interactive Decomposition Multiobjective Optimization Via Progressively Learned Value Functions.
IEEE Trans. Fuzzy Syst.
Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao
2019 B conf
Investigation of Asynchrony in Dynamic Multi-Objective Optimization.
CEC
Daniel Herring, Michael Kirley, Xin Yao
2019 — conf
Learning Time-Series Data of Industrial Design Optimization using Recurrent Neural Networks.
ICDM Workshops
Sneha Saha, Thiago Rios, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck, Xin Yao, Zhao Xu, Patricia Wollstadt
2019 B conf
Learning Topological Representation for Networks via Hierarchical Sampling.
IJCNN
Guoji Fu, Chengbin Hou, Xin Yao
2019 J jnl
Learning Topological Representation for Networks via Hierarchical Sampling.
CoRR
Guoji Fu, Chengbin Hou, Xin Yao
2019 — conf
Learning Transferable Variation Operators in a Continuous Genetic Algorithm.
SSCI
Stephen Friess, Peter Tiño, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2019 J jnl
Learning from data streams and class imbalance.
Connect. Sci.
Shuo Wang, Leandro L. Minku, Nitesh V. Chawla, Xin Yao
2019 J jnl
Learning in the presence of class imbalance and concept drift.
Neurocomputing
Shuo Wang, Leandro L. Minku, Nitesh V. Chawla, Xin Yao
2019 B conf
Lightweight Evolution Strategies for Nanoswimmers-oriented In Vivo Computation.
CEC
Shaolong Shi, Yifan Chen, Xin Yao, Mengjie Zhang
2019 J jnl
Maximizing submodular or monotone approximately submodular functions by multi-objective evolutionary algorithms.
Artif. Intell.
Chao Qian, Yang Yu, Ke Tang, Xin Yao, Zhi-Hua Zhou
2019 J jnl
Multiobjective Learning in the Model Space for Time Series Classification.
IEEE Trans. Cybern.
Zhichen Gong, Huanhuan Chen, Bo Yuan, Xin Yao
2019 J jnl
Negatively Correlated Search as a Parallel Exploration Search Strategy.
CoRR
Peng Yang, Ke Tang, Xin Yao
2019 J jnl
On Performance Estimation in Automatic Algorithm Configuration.
CoRR
Shengcai Liu, Ke Tang, Yunwen Lei, Xin Yao
2019 — conf
Optimal Evolutionary Optimization Hyper-parameters to Mimic Human User Behavior.
SSCI
Sneha Saha, Thiago Rios, Leandro L. Minku, Xin Yao, Zhao Xu, Bernhard Sendhoff, Stefan Menzel
2019 J jnl
Preface.
Nat. Comput.
José Antonio Lozano, Ke Tang, Xin Yao
2019 J jnl
Probabilistic Feature Selection and Classification Vector Machine.
ACM Trans. Knowl. Discov. Data
Bingbing Jiang, Chang Li, Maarten de Rijke, Xin Yao, Huanhuan Chen
2019 J jnl
Quality Evaluation of Solution Sets in Multiobjective Optimisation: A Survey.
ACM Comput. Surv.
Miqing Li, Xin Yao
2019 — conf
Rectified Encoder Network for High-Dimensional Imbalanced Learning.
PRICAI (2)
Tao Zheng, Wei-Jie Chen, Ivor W. Tsang, Xin Yao
2019 — conf
Representation Learning for Heterogeneous Information Networks via Embedding Events.
ICONIP (1)
Guoji Fu, Bo Yuan, Qiqi Duan, Xin Yao
2019 J jnl
Representation Learning for Heterogeneous Information Networks via Embedding Events.
CoRR
Guoji Fu, Bo Yuan, Qiqi Duan, Xin Yao
2019 — conf
Self-adaptive Decomposition and Incremental Hyperparameter Tuning Across Multiple Problems.
SSCI
Jialin Liu, Xin Yao
2019 J jnl
Software Effort Interval Prediction via Bayesian Inference and Synthetic Bootstrap Resampling.
ACM Trans. Softw. Eng. Methodol.
Liyan Song, Leandro L. Minku, Xin Yao
2019 J jnl
Solving Incremental Optimization Problems via Cooperative Coevolution.
IEEE Trans. Evol. Comput.
Ran Cheng, Mohammad Nabi Omidvar, Amir H. Gandomi, Bernhard Sendhoff, Stefan Menzel, Xin Yao
2019 J jnl
Solving Transit Network Design Problem Using Many-Objective Evolutionary Approach.
IEEE Trans. Intell. Transp. Syst.
Muhammad Ali Nayeem, Md. Monirul Islam, Xin Yao
2019 J jnl
Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition.
Inf. Softw. Technol.
Tao Chen, Miqing Li, Xin Yao
2019 — conf
Support Matching: A Novel Regularization to Escape from Mode Collapse in GANs.
ICONIP (4)
Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao
2019 B conf
Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion.
CEC
Cheng He, Ran Cheng, Yaochu Jin, Xin Yao
2019 J jnl
Theory of Randomized Optimization Heuristics (Dagstuhl Reports 19431).
Dagstuhl Reports
Carola Doerr, Carlos M. Fonseca, Tobias Friedrich, Xin Yao
2019 J jnl
Two-Archive Evolutionary Algorithm for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Ke Li, Renzhi Chen, Guangtao Fu, Xin Yao
2019 B conf
Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems.
CEC
Hao Tong, Changwu Huang, Jialin Liu, Xin Yao
2019 J jnl
Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems.
CoRR
Hao Tong, Changwu Huang, Jialin Liu, Xin Yao
2019 — conf
When and How to Transfer Knowledge in Dynamic Multi-objective Optimization.
SSCI
Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
2018 J jnl
A Parallel Divide-and-Conquer based Evolutionary Algorithm for Large-scale Optimization.
CoRR
Peng Yang, Ke Tang, Xin Yao
2018 J jnl
A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems.
ACM Comput. Surv.
Tao Chen, Rami Bahsoon, Xin Yao
2018 J jnl
A Systematic Study of Online Class Imbalance Learning With Concept Drift.
IEEE Trans. Neural Networks Learn. Syst.
Shuo Wang, Leandro L. Minku, Xin Yao
2018 — conf
A critical review of: "a practical guide to select quality indicators for assessing pareto-based search algorithms in search-based software engineering": essay on quality indicator selection for SBSE.
ICSE (NIER)
Miqing Li, Tao Chen, Xin Yao
2018 — conf
A novel automated approach for software effort estimation based on data augmentation.
ESEC/SIGSOFT FSE
Liyan Song, Leandro L. Minku, Xin Yao
2018 J jnl
Analysis of Noisy Evolutionary Optimization When Sampling Fails.
CoRR
Chao Qian, Chao Bian, Yang Yu, Ke Tang, Xin Yao
2018 A conf
Analysis of noisy evolutionary optimization when sampling fails.
GECCO
Chao Qian, Chao Bian, Yang Yu, Ke Tang, Xin Yao
2018 J jnl
Automatic Construction of Parallel Portfolios via Explicit Instance Grouping.
CoRR
Shengcai Liu, Ke Tang, Xin Yao
2018 A conf
Changing or keeping solutions in dynamic optimization problems with switching costs.
GECCO
Danial Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Trung Thanh Nguyen, Xin Yao
2018 — conf
Computing-Inspired Detection of Multiple Cancers.
ICC
Shaolong Shi, Yifan Chen, Xin Yao
2018 J jnl
Concept Drift Adaptation by Exploiting Historical Knowledge.
IEEE Trans. Neural Networks Learn. Syst.
Yu Sun, Ke Tang, Zexuan Zhu, Xin Yao
2018 J jnl
Cooperative Co-Evolution-Based Design Optimization: A Concurrent Engineering Perspective.
IEEE Trans. Evol. Comput.
Xiaofen Lu, Stefan Menzel, Ke Tang, Xin Yao
2018 J jnl
Dynamic Multiobjectives Optimization With a Changing Number of Objectives.
IEEE Trans. Evol. Comput.
Renzhi Chen, Ke Li, Xin Yao
2018 J jnl
Efficient Cluster-Based Boosting for Semisupervised Classification.
IEEE Trans. Neural Networks Learn. Syst.
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
2018 J jnl
Evolutionary Generative Adversarial Networks.
CoRR
Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao
2018 J jnl
Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection.
IEEE Trans. Evol. Comput.
Ran Cheng, Miqing Li, Ke Li, Xin Yao
2018 J jnl
FEMOSAA: Feature-Guided and Knee-Driven Multi-Objective Optimization for Self-Adaptive Software.
ACM Trans. Softw. Eng. Methodol.
Tao Chen, Ke Li, Rami Bahsoon, Xin Yao
2018 J jnl
Guest Editorial: Special Issue on Computational Intelligence for Cloud Computing.
IEEE Trans. Emerg. Top. Comput. Intell.
Hui Cheng, Xin Yao, Shengxiang Yang, Mengjie Zhang
2018 J jnl
Integration of Preferences in Decomposition Multiobjective Optimization.
IEEE Trans. Cybern.
Ke Li, Renzhi Chen, Geyong Min, Xin Yao
2018 J jnl
Interactive Decomposition Multi-Objective Optimization via Progressively Learned Value Functions.
CoRR
Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao
2018 J jnl
Interactive ontology matching based on partial reference alignment.
Appl. Soft Comput.
Xingsi Xue, Xin Yao
2018 J jnl
Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite.
IEEE Trans. Evol. Comput.
Miqing Li, Crina Grosan, Shengxiang Yang, Xiaohui Liu, Xin Yao
2018 J jnl
Multiobjective Test Problems with Degenerate Pareto Fronts.
CoRR
Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao
2018 A* conf
On Multiset Selection With Size Constraints.
AAAI
Chao Qian, Yibo Zhang, Ke Tang, Xin Yao
2018 J jnl
On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.
Evol. Comput.
Chao Qian, Yang Yu, Ke Tang, Yaochu Jin, Xin Yao, Zhi-Hua Zhou
2018 A conf
On the effects of seeding strategies: a case for search-based multi-objective service composition.
GECCO
Tao Chen, Miqing Li, Xin Yao
2018 J jnl
Population Evolvability: Dynamic Fitness Landscape Analysis for Population-Based Metaheuristic Algorithms.
IEEE Trans. Evol. Comput.
Mang Wang, Bin Li, Guofu Zhang, Xin Yao
2018 J jnl
R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evol. Comput.
Ke Li, Kalyanmoy Deb, Xin Yao
2018 J jnl
SNR-Constrained Heuristics for Optimizing the Scaling Parameter of Robust Audio Watermarking.
IEEE Trans. Multim.
Zhaopin Su, Guofu Zhang, Feng Yue, Lejie Chang, Jianguo Jiang, Xin Yao
2018 J jnl
Semisupervised Negative Correlation Learning.
IEEE Trans. Neural Networks Learn. Syst.
Huanhuan Chen, Bingbing Jiang, Xin Yao
2018 B conf
To Adapt or Not to Adapt?: Technical Debt and Learning Driven Self-Adaptation for Managing Runtime Performance.
ICPE
Tao Chen, Rami Bahsoon, Shuo Wang, Xin Yao
2018 J jnl
Turning High-Dimensional Optimization Into Computationally Expensive Optimization.
IEEE Trans. Evol. Comput.
Peng Yang, Ke Tang, Xin Yao
2017 J jnl
A Cluster-Based Semisupervised Ensemble for Multiclass Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
2017 J jnl
A Scalable Approach to Capacitated Arc Routing Problems Based on Hierarchical Decomposition.
IEEE Trans. Cybern.
Ke Tang, Juan Wang, Xiaodong Li, Xin Yao
2017 J jnl
A Systematic Study of Online Class Imbalance Learning with Concept Drift.
CoRR
Shuo Wang, Leandro L. Minku, Xin Yao
2017 J jnl
A multi-agent evolutionary algorithm for software module clustering problems.
Soft Comput.
Jinhuang Huang, Jing Liu, Xin Yao
2017 — conf
Adjusting Parallel Coordinates for Investigating Multi-objective Search.
SEAL
Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao
2017 J jnl
An iterative pseudo-gap enumeration approach for the Multidimensional Multiple-choice Knapsack Problem.
Eur. J. Oper. Res.
Chao Gao, Guanzhou Lu, Xin Yao, Jinlong Li
2017 J jnl
Average Drift Analysis and Population Scalability.
IEEE Trans. Evol. Comput.
Jun He, Xin Yao
2017 A conf
Combining conformal prediction and genetic programming for symbolic interval regression.
GECCO
Thuong Pham Thi, Nguyen Xuan Hoai, Xin Yao
2017 J jnl
Concept Drift Adaptation by Exploiting Historical Knowledge.
CoRR
Yu Sun, Ke Tang, Zexuan Zhu, Xin Yao
2017 J jnl
Constraint Handling in NSGA-II for Solving Optimal Testing Resource Allocation Problems.
IEEE Trans. Reliab.
Guofu Zhang, Zhaopin Su, Miqing Li, Feng Yue, Jianguo Jiang, Xin Yao
2017 J jnl
DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization.
IEEE Trans. Evol. Comput.
Mohammad Nabi Omidvar, Ming Yang, Yi Mei, Xiaodong Li, Xin Yao
2017 J jnl
Diversity Assessment in Many-Objective Optimization.
IEEE Trans. Cybern.
Handing Wang, Yaochu Jin, Xin Yao
2017 J jnl
Dominance Move: A Measure of Comparing Solution Sets in Multiobjective Optimization.
CoRR
Miqing Li, Xin Yao
2017 J jnl
Efficient Resource Allocation in Cooperative Co-Evolution for Large-Scale Global Optimization.
IEEE Trans. Evol. Comput.
Ming Yang, Mohammad Nabi Omidvar, Changhe Li, Xiaodong Li, Zhihua Cai, Borhan Kazimipour, Xin Yao
2017 C conf
Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results.
EMO
Ke Li, Kalyanmoy Deb, Okkes Tolga Altinöz, Xin Yao
2017 J jnl
Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results.
CoRR
Bingshui Da, Yew-Soon Ong, Liang Feng, A. K. Qin, Abhishek Gupta, Zexuan Zhu, Chuan-Kang Ting, Ke Tang, Xin Yao
2017 J jnl
Experience-based Optimization: A Coevolutionary Approach.
CoRR
Shengcai Liu, Ke Tang, Xin Yao
2017 J jnl
Guest Editors Introduction: Intelligence in the Cloud.
IEEE Cloud Comput.
Song Guo, Victor C. M. Leung, Xin Yao
2017 J jnl
How to Read Many-Objective Solution Sets in Parallel Coordinates [Educational Forum].
IEEE Comput. Intell. Mag.
Miqing Li, Liangli Zhen, Xin Yao
2017 J jnl
How to Read Many-Objective Solution Sets in Parallel Coordinates.
CoRR
Miqing Li, Liangli Zhen, Xin Yao
2017 — conf
Improvement of Reference Points for Decomposition Based Multi-objective Evolutionary Algorithms.
SEAL
Hemant Kumar Singh, Xin Yao
2017 J jnl
Integration of Preferences in Decomposition Multi-Objective Optimization.
CoRR
Ke Li, Kalyanmoy Deb, Xin Yao
2017 J jnl
Kernel Truncated Regression Representation for Robust Subspace Clustering.
CoRR
Liangli Zhen, Dezhong Peng, Xin Yao
2017 B conf
Knowledge-based particle swarm optimization for PID controller tuning.
CEC
Junfeng Chen, Mohammad Nabi Omidvar, Morteza Azad, Xin Yao
2017 — conf
Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning.
NIPS
Liangpeng Zhang, Ke Tang, Xin Yao
2017 J jnl
Maximizing Non-monotone/Non-submodular Functions by Multi-objective Evolutionary Algorithms.
CoRR
Chao Qian, Yang Yu, Ke Tang, Xin Yao, Zhi-Hua Zhou
2017 — conf
Memetic algorithm with adaptive local search for Capacitated Arc Routing Problem.
ITSC
Tingting Yao, Xin Yao, Shuangshuang Han, Yingchun Wang, Dongpu Cao, Feiyue Wang
2017 J jnl
Nadir point estimation for many-objective optimization problems based on emphasized critical regions.
Soft Comput.
Handing Wang, Shan He, Xin Yao
2017 J jnl
Optimal relay placement for lifetime maximization in wireless underground sensor networks.
Inf. Sci.
Bo Yuan, Huanhuan Chen, Xin Yao
2017 B conf
Parallel peaks: A visualization method for benchmark studies of multimodal optimization.
CEC
Ran Cheng, Miqing Li, Xin Yao
2017 J jnl
Parallel population-based algorithm portfolios: An empirical study.
Neurocomputing
Rüstü Akay, Alper Bastürk, Adem Kalinli, Xin Yao
2017 — conf
Predicting Car Park Occupancy Rates in Smart Cities.
Smart-CT
Daniel H. Stolfi, Enrique Alba, Xin Yao
2017 J jnl
Preface.
Nat. Comput.
Ying Tan, Yuhui Shi, Xin Yao
2017 J jnl
Preface.
Nat. Comput.
Ying Tan, Yuhui Shi, Xin Yao
2017 J jnl
Proceedings of the IJCAI 2017 Workshop on Learning in the Presence of Class Imbalance and Concept Drift (LPCICD'17).
CoRR
Shuo Wang, Leandro L. Minku, Nitesh V. Chawla, Xin Yao
2017 A conf
SaaS for Automated Job Performance Appraisals Using Service Technologies and Big Data Analytics.
ICWS
I-Ling Yen, Farokh B. Bastani, Yongtao Huang, Yuqun Zhang, Xin Yao
2017 J jnl
Scalable Graph-Based Semi-Supervised Learning through Sparse Bayesian Model.
IEEE Trans. Knowl. Data Eng.
Bingbing Jiang, Huanhuan Chen, Bo Yuan, Xin Yao
2017 — conf
Surrogate Model Assisted Multi-objective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level.
SEAL
Xin Du, Youcong Ni, Xiaobin Wu, Peng Ye, Xin Yao
2017 — conf
The Future of Camera Networks: Staying Smart in a Chaotic World.
ICDSC
Lukas Esterle, Peter R. Lewis, Richie McBride, Xin Yao
2017 J jnl
Theory of Randomized Optimization Heuristics (Dagstuhl Seminar 17191).
Dagstuhl Reports
Carola Doerr, Christian Igel, Lothar Thiele, Xin Yao
2017 — conf
Touchable computation: Computing-inspired bio-detection.
SPAWC
Yifan Chen, Shaolong Shi, Xin Yao, Tadashi Nakano, Panagiotis Kosmas
2017 J jnl
Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization.
CoRR
Ke Li, Renzhi Chen, Guangtao Fu, Xin Yao
2017 J jnl
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-based Evolutionary Multi-Objective Optimisation.
CoRR
Miqing Li, Xin Yao
2017 J jnl
Which models of the past are relevant to the present? A software effort estimation approach to exploiting useful past models.
Autom. Softw. Eng.
Leandro L. Minku, Xin Yao
2016 J jnl
A Competitive Divide-and-Conquer Algorithm for Unconstrained Large-Scale Black-Box Optimization.
ACM Trans. Math. Softw.
Yi Mei, Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao
2016 J jnl
A New Dominance Relation-Based Evolutionary Algorithm for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Yuan Yuan, Hua Xu, Bo Wang, Xin Yao
2016 J jnl
A Survey on Evolutionary Computation Approaches to Feature Selection.
IEEE Trans. Evol. Comput.
Bing Xue, Mengjie Zhang, Will N. Browne, Xin Yao
2016 B conf
A multi-modal optimization approach to single path planning for unmanned aerial vehicle.
CEC
Peng Yang, Guanzhou Lu, Ke Tang, Xin Yao
2016 A conf
An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem.
PPSN
Xiuli Wu, Pietro A. Consoli, Leandro L. Minku, Gabriela Ochoa, Xin Yao
2016 J jnl
Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers.
IEEE Trans. Evol. Comput.
Yuan Yuan, Hua Xu, Bo Wang, Bo Zhang, Xin Yao
2016 J jnl
Binarization With Boosting and Oversampling for Multiclass Classification.
IEEE Trans. Cybern.
Ayon Sen, Md. Monirul Islam, Kazuyuki Murase, Xin Yao
2016 B conf
CBCC3 - A contribution-based cooperative co-evolutionary algorithm with improved exploration/exploitation balance.
CEC
Mohammad Nabi Omidvar, Borhan Kazimipour, Xiaodong Li, Xin Yao
2016 — ch.
Conclusions and Outlook.
Self-aware Computing Systems
Peter R. Lewis, Marco Platzner, Bernhard Rinner, Jim Tørresen, Xin Yao
2016 J jnl
Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery.
IEEE Trans. Evol. Comput.
Shan He, Guanbo Jia, Zexuan Zhu, Dan A. Tennant, Qiang Huang, Ke Tang, Jing Liu, Mirco Musolesi, John K. Heath, Xin Yao
2016 A* conf
Dealing with Multiple Classes in Online Class Imbalance Learning.
IJCAI
Shuo Wang, Leandro L. Minku, Xin Yao
2016 J jnl
Defect- and Variation-Tolerant Logic Mapping in Nanocrossbar Using Bipartite Matching and Memetic Algorithm.
IEEE Trans. Very Large Scale Integr. Syst.
Bo Yuan, Bin Li, Huanhuan Chen, Xin Yao
2016 J jnl
Dynamic Multi-Objectives Optimization with a Changing Number of Objectives.
CoRR
Renzhi Chen, Ke Li, Xin Yao
2016 J jnl
Dynamic Software Project Scheduling through a Proactive-Rescheduling Method.
IEEE Trans. Software Eng.
Xiao-Ning Shen, Leandro L. Minku, Rami Bahsoon, Xin Yao
2016 J jnl
Dynamic selection of evolutionary operators based on online learning and fitness landscape analysis.
Soft Comput.
Pietro A. Consoli, Yi Mei, Leandro L. Minku, Xin Yao
2016 J jnl
Estimation of the Distribution Algorithm With a Stochastic Local Search for Uncertain Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput.
Juan Wang, Ke Tang, José Antonio Lozano, Xin Yao
2016 J jnl
FEMOSAA: Feature Guided and Knee Driven Multi-Objective Optimization for Self-Adaptive Software at Runtime.
CoRR
Tao Chen, Ke Li, Rami Bahsoon, Xin Yao
2016 J jnl
High-dimensional Black-box Optimization via Divide and Approximate Conquer.
CoRR
Peng Yang, Ke Tang, Xin Yao
2016 B conf
Improving the performance of evolutionary engine calibration algorithms with principal component analysis.
CEC
Mohammad-H. Tayarani-N., Adam Prügel-Bennett, Hongming Xu, Xin Yao
2016 J jnl
Layered Ensemble Architecture for Time Series Forecasting.
IEEE Trans. Cybern.
Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase, Xin Yao
2016 J jnl
Negatively Correlated Search.
IEEE J. Sel. Areas Commun.
Ke Tang, Peng Yang, Xin Yao
2016 J jnl
Objective reduction based on nonlinear correlation information entropy.
Soft Comput.
Handing Wang, Xin Yao
2016 J jnl
On investigation of interdependence between sub-problems of the Travelling Thief Problem.
Soft Comput.
Yi Mei, Xiaodong Li, Xin Yao
2016 J jnl
Online Ensemble Learning of Data Streams with Gradually Evolved Classes.
IEEE Trans. Knowl. Data Eng.
Yu Sun, Ke Tang, Leandro L. Minku, Shuo Wang, Xin Yao
2016 J jnl
Probabilistic Feature Selection and Classification Vector Machine.
CoRR
Chang Li, Huanhuan Chen, Xin Yao
2016 J jnl
Regularity Model for Noisy Multiobjective Optimization.
IEEE Trans. Cybern.
Handing Wang, Qingfu Zhang, Licheng Jiao, Xin Yao
2016 B conf
Robust Online Time Series Prediction with Recurrent Neural Networks.
DSAA
Tian Guo, Zhao Xu, Xin Yao, Haifeng Chen, Karl Aberer, Koichi Funaya
2016 B conf
Search based recommender system using many-objective evolutionary algorithm.
CEC
Bingdong Li, Chao Qian, Jinlong Li, Ke Tang, Xin Yao
2016 — book
Self-aware Computing Systems - An Engineering Approach
Self-aware Computing Systems
Peter R. Lewis, Marco Platzner, Bernhard Rinner, Jim Tørresen, Xin Yao
2016 — ch.
Self-aware Computing: Introduction and Motivation.
Self-aware Computing Systems
Peter R. Lewis, Marco Platzner, Bernhard Rinner, Jim Tørresen, Xin Yao
2016 A conf
Speciated Evolutionary Algorithm for Dynamic Constrained Optimisation.
PPSN
Xiaofen Lu, Ke Tang, Xin Yao
2016 J jnl
Stochastic Ranking Algorithm for Many-Objective Optimization Based on Multiple Indicators.
IEEE Trans. Evol. Comput.
Bingdong Li, Ke Tang, Jinlong Li, Xin Yao
2016 J jnl
Success Probability of Exploration: a Concrete Analysis of Learning Efficiency.
CoRR
Liangpeng Zhang, Ke Tang, Xin Yao
2016 J jnl
Target shape design optimization by evolving B-splines with cooperative coevolution.
Appl. Soft Comput.
Zhenyu Yang, Bernhard Sendhoff, Ke Tang, Xin Yao
2016 A conf
Variable Interaction in Multi-objective Optimization Problems.
PPSN
Ke Li, Mohammad Nabi Omidvar, Kalyanmoy Deb, Xin Yao
2015 J jnl
50th Anniversary of Fuzzy Logic [President's Message].
IEEE Comput. Intell. Mag.
Xin Yao
2015 J jnl
A Growing Story [President's Message].
IEEE Comput. Intell. Mag.
Xin Yao
2015 J jnl
A Learning-to-Rank Approach to Software Defect Prediction.
IEEE Trans. Reliab.
Xiaoxing Yang, Ke Tang, Xin Yao
2015 J jnl
A New Evolutionary Algorithm with Structure Mutation for the Maximum Balanced Biclique Problem.
IEEE Trans. Cybern.
Bo Yuan, Bin Li, Huanhuan Chen, Xin Yao
2015 J jnl
A Survey on Problem Models and Solution Approaches to Rescheduling in Railway Networks.
IEEE Trans. Intell. Transp. Syst.
Wei Fang, Shengxiang Yang, Xin Yao
2015 J jnl
A clustering-ranking method for many-objective optimization.
Appl. Soft Comput.
Lei Cai, Shiru Qu, Yuan Yuan, Xin Yao
2015 J jnl
An efficient local search heuristic with row weighting for the unicost set covering problem.
Eur. J. Oper. Res.
Chao Gao, Xin Yao, Thomas Weise, Jinlong Li
2015 B conf
An evolutionary algorithm for performance optimization at software architecture level.
CEC
Xin Du, Youcong Ni, Peng Ye, Xin Yao, Leandro L. Minku, Ruliang Xiao
2015 J jnl
Architectural Aspects of Self-Aware and Self-Expressive Computing Systems: From Psychology to Engineering.
Computer
Peter R. Lewis, Arjun Chandra, Funmilade Faniyi, Kyrre Glette, Tao Chen, Rami Bahsoon, Jim Tørresen, Xin Yao
2015 J jnl
Big Data Analytics, Data Science and the CIS [President's Message].
IEEE Comput. Intell. Mag.
Xin Yao
2015 J jnl
Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance.
IEEE Trans. Evol. Comput.
Pu Wang, Michael Emmerich, Rui Li, Ke Tang, Thomas Bäck, Xin Yao
2015 J jnl
Cooperative Coevolutionary Algorithm-Based Model Predictive Control Guaranteeing Stability of Multirobot Formation.
IEEE Trans. Control. Syst. Technol.
Seung-Mok Lee, Hanguen Kim, Hyun Myung, Xin Yao
2015 J jnl
Evolutionary Path Control Strategy for Solving Many-Objective Optimization Problem.
IEEE Trans. Cybern.
Proteek Chandan Roy, Md. Monirul Islam, Kazuyuki Murase, Xin Yao
2015 J jnl
Graph-Based Approaches for Over-Sampling in the Context of Ordinal Regression.
IEEE Trans. Knowl. Data Eng.
María Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao
2015 B conf
Heuristic evolution with Genetic Programming for Traveling Thief Problem.
CEC
Yi Mei, Xiaodong Li, Flora D. Salim, Xin Yao
2015 A* conf
Increasingly Cautious Optimism for Practical PAC-MDP Exploration.
IJCAI
Liangpeng Zhang, Ke Tang, Xin Yao
2015 — conf
Keynote speech I: Co-evolutionary learning in game-playing.
CIG
Xin Yao
2015 J jnl
Many-Objective Evolutionary Algorithms: A Survey.
ACM Comput. Surv.
Bingdong Li, Jinlong Li, Ke Tang, Xin Yao
2015 J jnl
Mathematical modeling and multi-objective evolutionary algorithms applied to dynamic flexible job shop scheduling problems.
Inf. Sci.
Xiao-Ning Shen, Xin Yao
2015 J jnl
Means to an End Is Not the Same as the End Itself [President's Message].
IEEE Comput. Intell. Mag.
Xin Yao
2015 J jnl
Meta-Heuristic Algorithms in Car Engine Design: A Literature Survey.
IEEE Trans. Evol. Comput.
Mohammad-H. Tayarani-N., Xin Yao, Hongming Xu
2015 A* conf
Model Metric Co-Learning for Time Series Classification.
IJCAI
Huanhuan Chen, Fengzhen Tang, Peter Tiño, Anthony G. Cohn, Xin Yao
2015 J jnl
Negatively Correlated Cooperative Search.
CoRR
Ke Tang, Peng Yang, Xin Yao
2015 J jnl
Newly Elected CIS Administrative Committee Members (2015-2017) [Society Briefs].
IEEE Comput. Intell. Mag.
Xin Yao
2015 J jnl
On the Easiest and Hardest Fitness Functions.
IEEE Trans. Evol. Comput.
Jun He, Tianshi Chen, Xin Yao
2015 J jnl
Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multi-Learners Approach.
CoRR
Tao Chen, Rami Bahsoon, Xin Yao
2015 B conf
QoS-aware long-term based service composition in cloud computing.
CEC
Shengcai Liu, Yufan Wei, Ke Tang, A. K. Qin, Xin Yao
2015 J jnl
Resampling-Based Ensemble Methods for Online Class Imbalance Learning.
IEEE Trans. Knowl. Data Eng.
Shuo Wang, Leandro L. Minku, Xin Yao
2015 J jnl
Robust Optimization Over Time: Problem Difficulties and Benchmark Problems.
IEEE Trans. Evol. Comput.
Haobo Fu, Bernhard Sendhoff, Ke Tang, Xin Yao
2015 J jnl
Robust twin boosting for feature selection from high-dimensional omics data with label noise.
Inf. Sci.
Shan He, Huanhuan Chen, Zexuan Zhu, Douglas G. Ward, Helen J. Cooper, Mark R. Viant, John K. Heath, Xin Yao
2015 J jnl
Self-Aware and Self-Expressive Systems.
Computer
Jim Tørresen, Christian Plessl, Xin Yao
2015 J jnl
Static, Dynamic, and Adaptive Heterogeneity in Distributed Smart Camera Networks.
ACM Trans. Auton. Adapt. Syst.
Peter R. Lewis, Lukas Esterle, Arjun Chandra, Bernhard Rinner, Jim Tørresen, Xin Yao
2015 J jnl
The time complexity analysis of a class of gene expression programming.
Soft Comput.
Xin Du, Youcong Ni, Datong Xie, Xin Yao, Peng Ye, Ruliang Xiao
2015 J jnl
Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Handing Wang, Licheng Jiao, Xin Yao
2014 J jnl
A New Memetic Algorithm With Fitness Approximation for the Defect-Tolerant Logic Mapping in Crossbar-Based Nanoarchitectures.
IEEE Trans. Evol. Comput.
Bo Yuan, Bin Li, Thomas Weise, Xin Yao
2014 B conf
A multi-objective ensemble method for online class imbalance learning.
IJCNN
Shuo Wang, Leandro L. Minku, Xin Yao
2014 J jnl
A new self-adaptation scheme for differential evolution.
Neurocomputing
Xiaofen Lu, Ke Tang, Bernhard Sendhoff, Xin Yao
2014 J jnl
A review of concurrent optimisation methods.
Int. J. Bio Inspired Comput.
Xiaofen Lu, Ke Tang, Bernhard Sendhoff, Xin Yao
2014 J jnl
An Evolutionary Multiobjective Approach to Sparse Reconstruction.
IEEE Trans. Evol. Comput.
Lin Li, Xin Yao, Rustam Stolkin, Maoguo Gong, Shan He
2014 B conf
An improved Two Archive Algorithm for Many-Objective optimization.
IEEE Congress on Evolutionary Computation
Bingdong Li, Jinlong Li, Ke Tang, Xin Yao
2014 — conf
Architecting Self-Aware Software Systems.
WICSA
Funmilade Faniyi, Peter R. Lewis, Rami Bahsoon, Xin Yao
2014 J jnl
Benchmarking Optimization Algorithms: An Open Source Framework for the Traveling Salesman Problem.
IEEE Comput. Intell. Mag.
Thomas Weise, Raymond Chiong, Jörg Lässig, Ke Tang, Shigeyoshi Tsutsui, Wenxiang Chen, Zbigniew Michalewicz, Xin Yao
2014 J jnl
Co-evolutionary automatic programming for software development.
Inf. Sci.
Andrea Arcuri, Xin Yao
2014 J jnl
Cognitive fault diagnosis in Tennessee Eastman Process using learning in the model space.
Comput. Chem. Eng.
Huanhuan Chen, Peter Tiño, Xin Yao
2014 J jnl
Combining learning in model space fault diagnosis with data validation/reconstruction: Application to the Barcelona water network.
Eng. Appl. Artif. Intell.
Joseba Quevedo, Huanhuan Chen, Miquel Àngel Cugueró, Peter Tiño, Vicenç Puig, Diego García, Ramon Sarrate, Xin Yao
2014 J jnl
Computational Intelligence for Software Engineering (NII Shonan Meeting 2014-13).
NII Shonan Meet. Rep.
Hong Mei, Frank Neumann, Xin Yao, Leandro L. Minku
2014 J jnl
Cooperative Co-Evolution With Differential Grouping for Large Scale Optimization.
IEEE Trans. Evol. Comput.
Mohammad Nabi Omidvar, Xiaodong Li, Yi Mei, Xin Yao
2014 J jnl
Cooperative Coevolution With Route Distance Grouping for Large-Scale Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput.
Yi Mei, Xiaodong Li, Xin Yao
2014 J jnl
Corner Sort for Pareto-Based Many-Objective Optimization.
IEEE Trans. Cybern.
Handing Wang, Xin Yao
2014 B conf
Diversity-Driven Selection of Multiple Crossover Operators for the Capacitated Arc Routing Problem.
EvoCOP
Pietro A. Consoli, Xin Yao
2014 — conf
Dynamic Selection of Evolutionary Algorithm Operators Based on Online Learning and Fitness Landscape Metrics.
SEAL
Pietro A. Consoli, Leandro L. Minku, Xin Yao
2014 J jnl
Efficient Probabilistic Classification Vector Machine With Incremental Basis Function Selection.
IEEE Trans. Neural Networks Learn. Syst.
Huanhuan Chen, Peter Tiño, Xin Yao
2014 B conf
Evolving exact integer algorithms with Genetic Programming.
IEEE Congress on Evolutionary Computation
Thomas Weise, Mingxu Wan, Ke Tang, Xin Yao
2014 J jnl
Frequency Fitness Assignment.
IEEE Trans. Evol. Comput.
Thomas Weise, Mingxu Wan, Pu Wang, Ke Tang, Alexandre Devert, Xin Yao
2014 B conf
Heuristic optimization for software project management with impacts of team efficiency.
IEEE Congress on Evolutionary Computation
Nanlin Jin, Xin Yao
2014 A* conf
How to make best use of cross-company data in software effort estimation?
ICSE
Leandro L. Minku, Xin Yao
2014 J jnl
IEEE CIFEr 2014 - Leading Forum on Computational Finance and Economics Research in Academia and Industry [Conference Reports].
IEEE Comput. Intell. Mag.
Alexander Lipton, Antoaneta Serguieva, Xin Yao
2014 J jnl
Improved Evolutionary Algorithm Design for the Project Scheduling Problem Based on Runtime Analysis.
IEEE Trans. Software Eng.
Leandro L. Minku, Dirk Sudholt, Xin Yao
2014 — conf
Improving Efficiency of Heuristics for the Large Scale Traveling Thief Problem.
SEAL
Yi Mei, Xiaodong Li, Xin Yao
2014 J jnl
Learning in the Model Space for Cognitive Fault Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Huanhuan Chen, Peter Tiño, Ali Rodan, Xin Yao
2014 J jnl
MWMOTE-Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning.
IEEE Trans. Knowl. Data Eng.
Sukarna Barua, Md. Monirul Islam, Xin Yao, Kazuyuki Murase
2014 — ch.
Markets and Clouds: Adaptive and Resilient Computational Resource Allocation Inspired by Economics.
Adaptive, Dynamic, and Resilient Systems
Peter R. Lewis, Funmilade Faniyi, Rami Bahsoon, Xin Yao
2014 J jnl
Meta-Heuristic Combining Prior Online and Offline Information for the Quadratic Assignment Problem.
IEEE Trans. Cybern.
Jianyong Sun, Qingfu Zhang, Xin Yao
2014 B conf
Model representation and cooperative coevolution for finite-state machine evolution.
IEEE Congress on Evolutionary Computation
Grant Dick, Xin Yao
2014 — conf
Multi-colony ant algorithms for the dynamic travelling salesman problem.
CIDUE
Michalis Mavrovouniotis, Shengxiang Yang, Xin Yao
2014 J jnl
Multiobjective genetic programming for maximizing ROC performance.
Neurocomputing
Pu Wang, Ke Tang, Thomas Weise, Edward P. K. Tsang, Xin Yao
2014 Misc conf
Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multi-learners Approach.
UCC
Tao Chen, Rami Bahsoon, Xin Yao
2014 J jnl
Population-based Algorithm Portfolios with automated constituent algorithms selection.
Inf. Sci.
Ke Tang, Fei Peng, Guoliang Chen, Xin Yao
2014 J jnl
Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data.
IEEE Trans. Evol. Comput.
Urvesh Bhowan, Mark Johnston, Mengjie Zhang, Xin Yao
2014 J jnl
Runtime analysis of the (1 + 1) EA on computing unique input output sequences.
Inf. Sci.
Per Kristian Lehre, Xin Yao
2014 J jnl
Socio-economic vision graph generation and handover in distributed smart camera networks.
ACM Trans. Sens. Networks
Lukas Esterle, Peter R. Lewis, Xin Yao, Bernhard Rinner
2014 — conf
Temperature management for heterogeneous multi-core FPGAs using adaptive evolutionary multi-objective approaches.
ICES
Renzhi Chen, Peter R. Lewis, Xin Yao
2014 J jnl
The Handbook of Engineering Self-Aware and Self-Expressive Systems.
CoRR
Tao Chen, Funmilade Faniyi, Rami Bahsoon, Peter R. Lewis, Xin Yao, Leandro L. Minku, Lukas Esterle
2014 — conf
The Performance Effects of Interaction Frequency in Parallel Cooperative Coevolution.
SEAL
Xiaofen Lu, Stefan Menzel, Ke Tang, Xin Yao
2014 — conf
The potential benefit of relevance vector machine to software effort estimation.
PROMISE
Liyan Song, Leandro L. Minku, Xin Yao
2014 B conf
Variable neighborhood decomposition for Large Scale Capacitated Arc Routing Problem.
IEEE Congress on Evolutionary Computation
Yi Mei, Xiaodong Li, Xin Yao
2014 B conf
What are dynamic optimization problems?
IEEE Congress on Evolutionary Computation
Haobo Fu, Peter R. Lewis, Bernhard Sendhoff, Ke Tang, Xin Yao
2014 J jnl
[President's Message].
IEEE Comput. Intell. Mag.
Xin Yao
2014 J jnl
[President's Message].
IEEE Comput. Intell. Mag.
Xin Yao
2013 J jnl
A Unified Markov Chain Approach to Analysing Randomised Search Heuristics.
CoRR
Jun He, Feidun He, Xin Yao
2013 J jnl
A framework for finding robust optimal solutions over time.
Memetic Comput.
Yaochu Jin, Ke Tang, Xin Yu, Bernhard Sendhoff, Xin Yao
2013 — conf
A learning framework for online class imbalance learning.
CIEL
Shuo Wang, Leandro L. Minku, Xin Yao
2013 — conf
A memetic algorithm for uncertain Capacitated Arc Routing Problems.
Memetic Computing
Juan Wang, Ke Tang, Xin Yao
2013 J jnl
Addressing the EU Sovereign Ratings Using an Ordinal Regression Approach.
IEEE Trans. Cybern.
Francisco Fernández-Navarro, Pilar Campoy-Muñoz, Monica-de la Paz-Marin, César Hervás-Martínez, Xin Yao
2013 — conf
An analysis of multi-objective evolutionary algorithms for training ensemble models based on different performance measures in software effort estimation.
PROMISE
Leandro L. Minku, Xin Yao
2013 J jnl
Average Drift Analysis and Population Scalability.
CoRR
Jun He, Xin Yao
2013 — conf
CamSim: A Distributed Smart Camera Network Simulator.
SASO Workshops
Lukas Esterle, Peter R. Lewis, Horatio Caine, Xin Yao, Bernhard Rinner
2013 — conf
Can Diversity amongst Learners Improve Online Object Tracking?
MCS
Georg Nebehay, Walter Chibamu, Peter R. Lewis, Arjun Chandra, Roman P. Pflugfelder, Xin Yao
2013 — conf
Challenges and opportunities in dynamic optimisation.
GECCO (Companion)
Xin Yao
2013 J jnl
Complex Coevolutionary Dynamics - Structural Stability and Finite Population Effects.
IEEE Trans. Evol. Comput.
Peter Tiño, Siang Yew Chong, Xin Yao
2013 B conf
Concept drift detection for online class imbalance learning.
IJCNN
Shuo Wang, Leandro L. Minku, Davide Ghezzi, Daniele Caltabiano, Peter Tiño, Xin Yao
2013 J jnl
Convex Hull-Based Multi-objective Genetic Programming for Maximizing ROC Performance
CoRR
Pu Wang, Michael Emmerich, Rui Li, Ke Tang, Thomas Bäck, Xin Yao
2013 B conf
Decomposing Large-Scale Capacitated Arc Routing Problems using a random route grouping method.
IEEE Congress on Evolutionary Computation
Yi Mei, Xiaodong Li, Xin Yao
2013 — ch.
Dynamic Combinatorial Optimization Problems: A Fitness Landscape Analysis.
Metaheuristics for Dynamic Optimization
Philipp Rohlfshagen, Xin Yao
2013 J jnl
Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification.
IEEE Trans. Neural Networks Learn. Syst.
Minlong Lin, Ke Tang, Xin Yao
2013 — ch.
Dynamic Time-Linkage Evolutionary Optimization: Definitions and Potential Solutions.
Metaheuristics for Dynamic Optimization
Trung Thanh Nguyen, Xin Yao
2013 J jnl
Ensembles and locality: Insight on improving software effort estimation.
Inf. Softw. Technol.
Leandro L. Minku, Xin Yao
2013 J jnl
Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data.
IEEE Trans. Evol. Comput.
Urvesh Bhowan, Mark Johnston, Mengjie Zhang, Xin Yao
2013 B conf
Exposing market mechanism design trade-offs via multi-objective evolutionary search.
IEEE Congress on Evolutionary Computation
Arjun Chandra, Richard Allmendinger, Peter R. Lewis, Xin Yao, Jim Tørresen
2013 B conf
Finding Robust Solutions to Dynamic Optimization Problems.
EvoApplications
Haobo Fu, Bernhard Sendhoff, Ke Tang, Xin Yao
2013 C ed.
Intelligent Data Engineering and Automated Learning - IDEAL 2013 - 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013. Proceedings
IDEAL
Hujun Yin, Ke Tang, Yang Gao, Frank Klawonn, Minho Lee, Thomas Weise, Bin Li, Xin Yao
2013 — conf
Learning to be Different: Heterogeneity and Efficiency in Distributed Smart Camera Networks.
SASO
Peter R. Lewis, Lukas Esterle, Arjun Chandra, Bernhard Rinner, Xin Yao
2013 A* conf
Model-based kernel for efficient time series analysis.
KDD
Huanhuan Chen, Fengzhen Tang, Peter Tiño, Xin Yao
2013 J jnl
Negative Correlation Ensemble Learning for Ordinal Regression.
IEEE Trans. Neural Networks Learn. Syst.
Francisco Fernández-Navarro, Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao
2013 A* conf
On the Approximation Ability of Evolutionary Optimization with Application to Minimum Set Cover: Extended Abstract.
IJCAI
Yang Yu, Xin Yao, Zhi-Hua Zhou
2013 J jnl
Online Class Imbalance Learning and its Applications in Fault Detection.
Int. J. Comput. Intell. Appl.
Shuo Wang, Leandro L. Minku, Xin Yao
2013 A* conf
Pipe failure prediction: A data mining method.
ICDE
Rui Wang, Weishan Dong, Yu Wang, Ke Tang, Xin Yao
2013 — conf
Re-scheduling in railway networks.
UKCI
Wei Fang, Jun Sun, Xiaojun Wu, Xin Yao
2013 — ch.
Recent Advances in Evolutionary Algorithms for Job Shop Scheduling.
Automated Scheduling and Planning
Bahriye Akay, Xin Yao
2013 J jnl
Relationships between Diversity of Classification Ensembles and Single-Class Performance Measures.
IEEE Trans. Knowl. Data Eng.
Shuo Wang, Xin Yao
2013 J jnl
Scaling Up Estimation of Distribution Algorithms for Continuous Optimization.
IEEE Trans. Evol. Comput.
Weishan Dong, Tianshi Chen, Peter Tiño, Xin Yao
2013 J jnl
Software effort estimation as a multiobjective learning problem.
ACM Trans. Softw. Eng. Methodol.
Leandro L. Minku, Xin Yao
2013 B conf
Some Recent Work on Multi-objective Approaches to Search-Based Software Engineering.
SSBSE
Xin Yao
2013 — conf
The impact of parameter tuning on software effort estimation using learning machines.
PROMISE
Liyan Song, Leandro L. Minku, Xin Yao
2013 J jnl
Using Class Imbalance Learning for Software Defect Prediction.
IEEE Trans. Reliab.
Shuo Wang, Xin Yao
2012 — conf
A Benchmark Generator for Dynamic Permutation-Encoded Problems.
PPSN (2)
Michalis Mavrovouniotis, Shengxiang Yang, Xin Yao
2012 J jnl
A Large Population Size Can Be Unhelpful in Evolutionary Algorithms
CoRR
Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao
2012 C conf
A Learning-to-Rank Algorithm for Constructing Defect Prediction Models.
IDEAL
Xiaoxing Yang, Ke Tang, Xin Yao
2012 J jnl
A grey-box approach to automated mechanism design.
Electron. Commer. Res. Appl.
Jinzhong Niu, Kai Cai, Simon Parsons, Maria Fasli, Xin Yao
2012 J jnl
A large population size can be unhelpful in evolutionary algorithms.
Theor. Comput. Sci.
Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao
2012 J jnl
An Efficient Evolutionary Approach to Parameter Identification in a Building Thermal Model.
IEEE Trans. Syst. Man Cybern. Part C
Zhenyu Yang, Xiaoli Li, Chris P. Bowers, Thorsten Schnier, Ke Tang, Xin Yao
2012 — conf
Can cross-company data improve performance in software effort estimation?
PROMISE
Leandro L. Minku, Xin Yao
2012 B conf
Characterizing environmental changes in Robust Optimization Over Time.
IEEE Congress on Evolutionary Computation
Haobo Fu, Bernhard Sendhoff, Ke Tang, Xin Yao
2012 — conf
Community Detection Using Cooperative Co-evolutionary Differential Evolution.
PPSN (2)
Qiang Huang, Thomas White, Guanbo Jia, Mirco Musolesi, Nil Turan, Ke Tang, Shan He, John K. Heath, Xin Yao
2012 J jnl
Continuous Dynamic Constrained Optimization - The Challenges.
IEEE Trans. Evol. Comput.
Trung Thanh Nguyen, Xin Yao
2012 J jnl
Cooperatively Coevolving Particle Swarms for Large Scale Optimization.
IEEE Trans. Evol. Comput.
Xiaodong Li, Xin Yao
2012 J jnl
DDD: A New Ensemble Approach for Dealing with Concept Drift.
IEEE Trans. Knowl. Data Eng.
Leandro L. Minku, Xin Yao
2012 J jnl
Diversity Guided Evolutionary Programming: A novel approach for continuous optimization.
Appl. Soft Comput.
Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, Kazuyuki Murase
2012 A conf
Dynamic adaptive search based software engineering.
ESEM
Mark Harman, Edmund K. Burke, John A. Clark, Xin Yao
2012 J jnl
Editorial to the special issue on "Theoretical Foundations of Evolutionary Computation".
Theor. Comput. Sci.
Per Kristian Lehre, Frank Neumann, Jonathan E. Rowe, Xin Yao
2012 A conf
Evolutionary algorithms for the project scheduling problem: runtime analysis and improved design.
GECCO
Leandro L. Minku, Dirk Sudholt, Xin Yao
2012 J jnl
Evolutionary and Principled Search Strategies for Sensornet Protocol Optimization.
IEEE Trans. Syst. Man Cybern. Part B
Jonathan Tate, Benjamin Woolford-Lim, Iain Bate, Xin Yao
2012 J jnl
Evolutionary mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world.
Nat. Comput.
James M. Whitacre, Philipp Rohlfshagen, Axel Bender, Xin Yao
2012 — conf
Homogeneous and Heterogeneous Island Models for the Set Cover Problem.
PPSN (1)
Andrea Mambrini, Dirk Sudholt, Xin Yao
2012 — conf
Improved adaptivity and robustness in decentralised multi-camera networks.
ICDSC
Lukas Esterle, Bernhard Rinner, Peter R. Lewis, Xin Yao
2012 J jnl
Improving Generalization Performance in Co-Evolutionary Learning.
IEEE Trans. Evol. Comput.
Siang Yew Chong, Peter Tiño, Day Chyi Ku, Xin Yao
2012 J jnl
Learning in the Model Space for Fault Diagnosis
CoRR
Huanhuan Chen, Peter Tiño, Xin Yao, Ali Rodan
2012 J jnl
Multiclass Imbalance Problems: Analysis and Potential Solutions.
IEEE Trans. Syst. Man Cybern. Part B
Shuo Wang, Xin Yao
2012 — conf
Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology.
HAIS (2)
Francisco Fernández-Navarro, Huanhuan Chen, Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao
2012 J jnl
On the Impact of Mutation-Selection Balance on the Runtime of Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Per Kristian Lehre, Xin Yao
2012 J jnl
On the approximation ability of evolutionary optimization with application to minimum set cover.
Artif. Intell.
Yang Yu, Xin Yao, Zhi-Hua Zhou
2012 — conf
Resource-aware configuration in smart camera networks.
CVPR Workshops
Bernhard Rinner, Bernhard Dieber, Lukas Esterle, Peter R. Lewis, Xin Yao
2012 — ch.
Selected Aspects of Natural Computing.
Handbook of Natural Computing
David W. Corne, Kalyanmoy Deb, Joshua D. Knowles, Xin Yao
2012 J jnl
Semisupervised Classification With Cluster Regularization.
IEEE Trans. Neural Networks Learn. Syst.
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
2012 J jnl
Ubiquity symposium: Evolutionary computation and the processes of life: the essence of evolutionary computation.
Ubiquity
Xin Yao
2012 — conf
Unpacking and Understanding Evolutionary Algorithms.
WCCI
Xin Yao
2012 B conf
Using unreliable data for creating more reliable online learners.
IJCNN
Leandro L. Minku, Xin Yao
2011 J jnl
A Hybrid Ant Colony Optimization Algorithm for the Extended Capacitated Arc Routing Problem.
IEEE Trans. Syst. Man Cybern. Part B
Lining Xing, Philipp Rohlfshagen, Ying-Wu Chen, Xin Yao
2011 J jnl
A Memetic Algorithm for Periodic Capacitated Arc Routing Problem.
IEEE Trans. Syst. Man Cybern. Part B
Yi Mei, K. Tang, Xin Yao
2011 B conf
A Memetic Genetic Programming with decision tree-based local search for classification problems.
IEEE Congress on Evolutionary Computation
Pu Wang, Ke Tang, Edward P. K. Tsang, Xin Yao
2011 — conf
A Survey of Self-Awareness and Its Application in Computing Systems.
SASO Workshops
Peter R. Lewis, Arjun Chandra, Shaun Parsons, Edward Robinson, Kyrre Glette, Rami Bahsoon, Jim Tørresen, Xin Yao
2011 C conf
A diversity dilemma in evolutionary markets.
ICEC
Peter R. Lewis, Paul Marrow, Xin Yao
2011 — conf
A principled evaluation of ensembles of learning machines for software effort estimation.
PROMISE
Leandro L. Minku, Xin Yao
2011 — conf
A socio-economic approach to online vision graph generation and handover in distributed smart camera networks.
ICDSC
Lukas Esterle, Peter R. Lewis, Marcin Bogdanski, Bernhard Rinner, Xin Yao
2011 B conf
Classification-assisted Differential Evolution for computationally expensive problems.
IEEE Congress on Evolutionary Computation
Xiaofen Lu, Ke Tang, Xin Yao
2011 — conf
Co-learning Segmentation in Marketplaces.
ALA
Edward Robinson, Peter McBurney, Xin Yao
2011 J jnl
Crossover can be constructive when computing unique input-output sequences.
Soft Comput.
Per Kristian Lehre, Xin Yao
2011 J jnl
Decomposition-Based Memetic Algorithm for Multiobjective Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput.
Yi Mei, Ke Tang, Xin Yao
2011 J jnl
Dynamic combinatorial optimisation problems: an analysis of the subset sum problem.
Soft Comput.
Philipp Rohlfshagen, Xin Yao
2011 A conf
Evolution of neural symmetry and its coupled alignment to body plan morphology.
GECCO
Ben Jones, Andrea Soltoggio, Bernhard Sendhoff, Xin Yao
2011 J jnl
Evolutionary Mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world
CoRR
James M. Whitacre, Philipp Rohlfshagen, Axel Bender, Xin Yao
2011 — conf
Fitness Landscape-Based Parameter Tuning Method for Evolutionary Algorithms for Computing Unique Input Output Sequences.
ICONIP (2)
Jinlong Li, Guanzhou Lu, Xin Yao
2011 B conf
Fitness-Probability Cloud and a Measure of Problem Hardness for Evolutionary Algorithms.
EvoCOP
Guanzhou Lu, Jinlong Li, Xin Yao
2011 J jnl
Immigrant schemes for evolutionary algorithms in dynamic environments: Adapting the replacement rate.
Sci. China Inf. Sci.
Xin Yu, Ke Tang, Xin Yao
2011 Misc conf
Improving Scheduling Techniques in Heterogeneous Systems with Dynamic, On-Line Optimisations.
CISIS
Marcin Bogdanski, Peter R. Lewis, Tobias Becker, Xin Yao
2011 C conf
Market niching in multi-attribute computational resource allocation systems.
ICEC
Edward Robinson, Peter McBurney, Xin Yao
2011 — conf
Neural networks ensembles for short-term load forecasting.
CIASG
Matteo De Felice, Xin Yao
2011 A conf
Non-uniform mutation rates for problems with unknown solution lengths.
FOGA
Stephan Cathabard, Per Kristian Lehre, Xin Yao
2011 J jnl
Recurring Two-Stage Evolutionary Programming: A Novel Approach for Numeric Optimization.
IEEE Trans. Syst. Man Cybern. Part B
Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, Kazuyuki Murase
2011 — ch.
Runtime Analysis of Evolutionary Algorithms for Discrete Optimization.
Theory of Randomized Search Heuristics
Pietro S. Oliveto, Xin Yao
2011 J jnl
Scalability of generalized adaptive differential evolution for large-scale continuous optimization.
Soft Comput.
Zhenyu Yang, Ke Tang, Xin Yao
2011 J jnl
Scaling Up Estimation of Distribution Algorithms For Continuous Optimization
CoRR
Weishan Dong, Tianshi Chen, Peter Tiño, Xin Yao
2011 J jnl
Short-Term Load Forecasting with Neural Network Ensembles: A Comparative Study [Application Notes].
IEEE Comput. Intell. Mag.
Matteo De Felice, Xin Yao
2011 A conf
Smart use of computational resources based on contribution for cooperative co-evolutionary algorithms.
GECCO
Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao
2011 J jnl
Software Module Clustering as a Multi-Objective Search Problem.
IEEE Trans. Software Eng.
Kata Praditwong, Mark Harman, Xin Yao
2011 — conf
The Evolution of Evolutionary Computation.
ICAIS
Xin Yao
2011 J jnl
The Impact of Mutation Rate on the Computation Time of Evolutionary Dynamic Optimization
CoRR
Tianshi Chen, Yunji Chen, Ke Tang, Guoliang Chen, Xin Yao
2010 J jnl
A Memetic Algorithm for Multi-Level Redundancy Allocation.
IEEE Trans. Reliab.
Zai Wang, Ke Tang, Xin Yao
2010 J jnl
An Evolutionary Approach to the Multidepot Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput.
Lining Xing, Philipp Rohlfshagen, Ying-Wu Chen, Xin Yao
2010 J jnl
Analysis of Computational Time of Simple Estimation of Distribution Algorithms.
IEEE Trans. Evol. Comput.
Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao
2010 B conf
Capacitated arc routing problem in uncertain environments.
IEEE Congress on Evolutionary Computation
Yi Mei, Ke Tang, Xin Yao
2010 J jnl
Choosing selection pressure for wide-gap problems.
Theor. Comput. Sci.
Tianshi Chen, Jun He, Guoliang Chen, Xin Yao
2010 — conf
Co-evolution of Optimal Agents for the Alternating Offers Bargaining Game.
EvoApplications (1)
Arjun Chandra, Pietro Simone Oliveto, Xin Yao
2010 B conf
Cooperative Co-evolution for large scale optimization through more frequent random grouping.
IEEE Congress on Evolutionary Computation
Mohammad Nabi Omidvar, Xiaodong Li, Zhenyu Yang, Xin Yao
2010 B conf
Cooperative Co-evolution with delta grouping for large scale non-separable function optimization.
IEEE Congress on Evolutionary Computation
Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao
2010 — conf
Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat.
SAB
Ben Jones, Yaochu Jin, Bernhard Sendhoff, Xin Yao
2010 J jnl
Evolutionary Algorithms as Guaranteed Approximation Optimizers
CoRR
Yang Yu, Xin Yao, Zhi-Hua Zhou
2010 — conf
Evolving Neural Networks with Maximum AUC for Imbalanced Data Classification.
HAIS (1)
Xiaofen Lu, Ke Tang, Xin Yao
2010 J jnl
Market-based control of computational systems: introduction to the special issue.
Auton. Agents Multi Agent Syst.
Enrico H. Gerding, Peter McBurney, Xin Yao
2010 J jnl
Multi-Objective Approaches to Optimal Testing Resource Allocation in Modular Software Systems.
IEEE Trans. Reliab.
Zai Wang, Ke Tang, Xin Yao
2010 J jnl
Multiobjective Neural Network Ensembles Based on Regularized Negative Correlation Learning.
IEEE Trans. Knowl. Data Eng.
Huanhuan Chen, Xin Yao
2010 B conf
Negative correlation learning for classification ensembles.
IJCNN
Shuo Wang, Huanhuan Chen, Xin Yao
2010 — conf
Non-uniform Layered Clustering for Ensemble Classifier Generation and Optimality.
ICONIP (1)
Ashfaqur Rahman, Brijesh K. Verma, Xin Yao
2010 C conf
On Reliability Of Simulations Of Complex Co-Evolutionary Processes.
ECMS
Peter Tiño, Siang Yew Chong, Xin Yao
2010 J jnl
On the Impact of Mutation-Selection Balance on the Runtime of Evolutionary Algorithms
CoRR
Per Kristian Lehre, Xin Yao
2010 B conf
On the role of modularity in evolutionary dynamic optimisation.
IEEE Congress on Evolutionary Computation
Philipp Rohlfshagen, Xin Yao
2010 J jnl
Population-Based Algorithm Portfolios for Numerical Optimization.
IEEE Trans. Evol. Comput.
Fei Peng, Ke Tang, Guoliang Chen, Xin Yao
2010 J jnl
Resource allocation in decentralised computational systems: an evolutionary market-based approach.
Auton. Agents Multi Agent Syst.
Peter R. Lewis, Paul Marrow, Xin Yao
2010 B conf
Robust optimization over time - A new perspective on dynamic optimization problems.
IEEE Congress on Evolutionary Computation
Xin Yu, Yaochu Jin, Ke Tang, Xin Yao
2010 J jnl
Sparse approximation through boosting for learning large scale kernel machines.
IEEE Trans. Neural Networks
Ping Sun, Xin Yao
2010 — conf
The Effectiveness of a New Negative Correlation Learning Algorithm for Classification Ensembles.
ICDM Workshops
Shuo Wang, Xin Yao
2010 J jnl
The Impact of Diversity on Online Ensemble Learning in the Presence of Concept Drift.
IEEE Trans. Knowl. Data Eng.
Leandro L. Minku, Allan P. White, Xin Yao
2010 — conf
The Role of Degenerate Robustness in the Evolvability of Multi-agent Systems in Dynamic Environments.
PPSN (1)
James M. Whitacre, Philipp Rohlfshagen, Axel Bender, Xin Yao
2010 J jnl
Uncovering delayed patterns in noisy and irregularly sampled time series: An astronomy application.
Pattern Recognit.
Juan Carlos Cuevas-Tello, Peter Tiño, Somak Raychaudhury, Xin Yao, Markus Harva
2010 — conf
Using GP to evolve decision rules for classification in financial data sets.
IEEE ICCI
Pu Wang, Edward P. K. Tsang, Thomas Weise, Ke Tang, Xin Yao
2009 J jnl
A Global Repair Operator for Capacitated Arc Routing Problem.
IEEE Trans. Syst. Man Cybern. Part B
Yi Mei, Ke Tang, Xin Yao
2009 J jnl
A New Adaptive Merging and Growing Algorithm for Designing Artificial Neural Networks.
IEEE Trans. Syst. Man Cybern. Part B
Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Xin Yao, Kazuyuki Murase
2009 J jnl
A New Approach for Analyzing Average Time Complexity of Population-Based Evolutionary Algorithms on Unimodal Problems.
IEEE Trans. Syst. Man Cybern. Part B
Tianshi Chen, Jun He, Guangzhong Sun, Guoliang Chen, Xin Yao
2009 J jnl
A New Constructive Algorithm for Architectural and Functional Adaptation of Artificial Neural Networks.
IEEE Trans. Syst. Man Cybern. Part B
Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Xin Yao, Kazuyuki Murase
2009 B conf
A cooperative coevolutionary algorithm with Correlation based Adaptive Variable Partitioning.
IEEE Congress on Evolutionary Computation
Tapabrata Ray, Xin Yao
2009 B conf
A multi-objective approach to Redundancy Allocation Problem in parallel-series systems.
IEEE Congress on Evolutionary Computation
Zai Wang, Tianshi Chen, Ke Tang, Xin Yao
2009 B conf
An adaptive coevolutionary Differential Evolution algorithm for large-scale optimization.
IEEE Congress on Evolutionary Computation
Zhenyu Yang, Jingqiao Zhang, Ke Tang, Xin Yao, Arthur C. Sanderson
2009 B conf
An evaluation of Differential Evolution in software test data generation.
IEEE Congress on Evolutionary Computation
Ricardo Landa Becerra, Ramón Sagarna, Xin Yao
2009 J jnl
Analysis of the (1+1) -EA for Finding Approximate Solutions to Vertex Cover Problems.
IEEE Trans. Evol. Comput.
Pietro S. Oliveto, Jun He, Xin Yao
2009 B conf
Benchmarking and solving dynamic constrained problems.
IEEE Congress on Evolutionary Computation
Trung Thanh Nguyen, Xin Yao
2009 C conf
Co-Evolutionary Learning Of Contextual Asymmetric Actors.
ECMS
Siang Yew Chong, Christopher Hill, Xin Yao
2009 B conf
Comparing design of experiments and evolutionary approaches to multi-objective optimisation of sensornet protocols.
IEEE Congress on Evolutionary Computation
Jonathan Tate, Benjamin Woolford-Lim, Iain Bate, Xin Yao
2009 C conf
Diversity analysis on imbalanced data sets by using ensemble models.
CIDM
Shuo Wang, Xin Yao
2009 B conf
Diversity exploration and negative correlation learning on imbalanced data sets.
IJCNN
Shuo Wang, Ke Tang, Xin Yao
2009 — conf
Dynamic Time-Linkage Problems Revisited.
EvoWorkshops
Trung Thanh Nguyen, Xin Yao
2009 A conf
Dynamic evolutionary optimisation: an analysis of frequency and magnitude of change.
GECCO
Philipp Rohlfshagen, Per Kristian Lehre, Xin Yao
2009 J jnl
Empirical analysis of evolutionary algorithms with immigrants schemes for dynamic optimization.
Memetic Comput.
Xin Yu, Ke Tang, Tianshi Chen, Xin Yao
2009 B conf
Evolutionary market agents and heterogeneous service providers: Achieving desired resource allocations.
IEEE Congress on Evolutionary Computation
Peter R. Lewis, Paul Marrow, Xin Yao
2009 J jnl
From nature to computing and back.
Frontiers Comput. Sci. China
Ke Tang, Xin Yao
2009 — conf
How Specialised Are Specialists? Generalisation Properties of Entries from the 2008 and 2009 TAC Market Design Competitions.
AMEC/TADA
Edward Robinson, Peter McBurney, Xin Yao
2009 J jnl
IEEE Fellows - Class of 2009 [Society news].
IEEE Comput. Intell. Mag.
Xin Yao
2009 B conf
Improved memetic algorithm for Capacitated Arc Routing Problem.
IEEE Congress on Evolutionary Computation
Yi Mei, Ke Tang, Xin Yao
2009 J jnl
Improving the performance of evolutionary algorithms in grid-based puzzles resolution.
Evol. Intell.
Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, Xin Yao
2009 J jnl
Innovative Batik Design with an Interactive Evolutionary Art System.
J. Comput. Sci. Technol.
Yang Li, Changjun Hu, Xin Yao
2009 J jnl
Interactive Genetic Algorithms with Individual Fitness Not Assigned by Human.
J. Univers. Comput. Sci.
Dunwei Gong, Xin Yao, Jie Yuan
2009 J jnl
Memetic Algorithm With Extended Neighborhood Search for Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput.
Ke Tang, Yi Mei, Xin Yao
2009 B conf
Multi-start JADE with knowledge transfer for numerical optimization.
IEEE Congress on Evolutionary Computation
Fei Peng, Ke Tang, Guoliang Chen, Xin Yao
2009 J jnl
Negative correlation in incremental learning.
Nat. Comput.
Fernanda L. Minku, Hirotaka Inoue, Xin Yao
2009 A conf
On the impact of the mutation-selection balance on the runtime of evolutionary algorithms.
FOGA
Per Kristian Lehre, Xin Yao
2009 B conf
Performance of infeasibility driven evolutionary algorithm (IDEA) on constrained dynamic single objective optimization problems.
IEEE Congress on Evolutionary Computation
Hemant K. Singh, Amitay Isaacs, Trung Thanh Nguyen, Tapabrata Ray, Xin Yao
2009 J jnl
Predictive Ensemble Pruning by Expectation Propagation.
IEEE Trans. Knowl. Data Eng.
Huanhuan Chen, Peter Tiño, Xin Yao
2009 J jnl
Probabilistic Classification Vector Machines.
IEEE Trans. Neural Networks
Huanhuan Chen, Peter Tiño, Xin Yao
2009 — conf
Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning.
ICANN (2)
Shan He, Huanhuan Chen, Xiaoli Li, Xin Yao
2009 J jnl
Regularized Negative Correlation Learning for Neural Network Ensembles.
IEEE Trans. Neural Networks
Huanhuan Chen, Xin Yao
2009 J jnl
Relationship Between Generalization and Diversity in Coevolutionary Learning.
IEEE Trans. Comput. Intell. AI Games
Siang Yew Chong, Peter Tiño, Xin Yao
2009 B conf
Rigorous time complexity analysis of Univariate Marginal Distribution Algorithm with margins.
IEEE Congress on Evolutionary Computation
Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao
2009 J jnl
Runtime analysis of search heuristics on software engineering problems.
Frontiers Comput. Sci. China
Per Kristian Lehre, Xin Yao
2009 J jnl
Selective negative correlation learning approach to incremental learning.
Neurocomputing
Ke Tang, Minlong Lin, Fernanda L. Minku, Xin Yao
2009 — conf
Self-optimizing architecture for ensuring Quality Attributes in the cloud.
WICSA/ECSA
Vivek Nallur, Rami Bahsoon, Xin Yao
2009 B conf
Tackling high dimensional nonseparable optimization problems by cooperatively coevolving particle swarms.
IEEE Congress on Evolutionary Computation
Xiaodong Li, Xin Yao
2009 — conf
The Dynamic Knapsack Problem Revisited: A New Benchmark Problem for Dynamic Combinatorial Optimisation.
EvoWorkshops
Philipp Rohlfshagen, Xin Yao
2009 — conf
The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory Organism.
ECAL (1)
Ben Jones, Yaochu Jin, Bernhard Sendhoff, Xin Yao
2009 C conf
The Minimum Redundancy - Maximum Relevance Approach to Building Sparse Support Vector Machines.
IDEAL
Xiaoxing Yang, Ke Tang, Xin Yao
2009 — conf
Theoretical Study of the Relationship between Diversity and Single-Class Measures for Class Imbalance Learning.
ICDM Workshops
Shuo Wang, Xin Yao
2009 J jnl
Uncovering delayed patterns in noisy and irregularly sampled time series: an astronomy application
CoRR
Juan Carlos Cuevas-Tello, Peter Tiño, Somak Raychaudhury, Xin Yao, Markus Harva
2009 B conf
Using diversity to handle concept drift in on-line learning.
IJCNN
Fernanda L. Minku, Xin Yao
2009 B conf
When is an estimation of distribution algorithm better than an evolutionary algorithm?
IEEE Congress on Evolutionary Computation
Tianshi Chen, Per Kristian Lehre, Ke Tang, Xin Yao
2008 — conf
A Comparison of GAs Penalizing Infeasible Solutions and Repairing Infeasible Solutions on the 0-1 Knapsack Problem.
Theory of Evolutionary Algorithms
Jun He, Yuren Zhou, Xin Yao
2008 — ch.
A Computational Intelligence Approach to Railway Track Intervention Planning.
Evolutionary Computation in Practice
Derek Bartram, Michael Burrow, Xin Yao
2008 J jnl
A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design.
Int. J. Comput. Intell. Appl.
Jianyong Sun, Qingfu Zhang, Jin Li, Xin Yao
2008 — conf
A Self-adaptive Evolutionary Programming Based on Optimum Search Direction.
ISICA
Guangming Lin, Xin Lu, Yongsheng Liang, Lishan Kang, Xin Yao
2008 B conf
A multi-objective approach to testing resource allocation in modular software systems.
IEEE Congress on Evolutionary Computation
Zai Wang, Ke Tang, Xin Yao
2008 B conf
A novel co-evolutionary approach to automatic software bug fixing.
IEEE Congress on Evolutionary Computation
Andrea Arcuri, Xin Yao
2008 J jnl
An Experimental Study of Hybridizing Cultural Algorithms and Local Search.
Int. J. Neural Syst.
Trung Thanh Nguyen, Xin Yao
2008 B conf
An effective evolutionary algorithm for discrete-valued data clustering.
IEEE Congress on Evolutionary Computation
Patrick C. H. Ma, Keith C. C. Chan, Xin Yao
2008 B conf
An immigrants scheme based on environmental information for genetic algorithms in changing environments.
IEEE Congress on Evolutionary Computation
Xin Yu, Ke Tang, Xin Yao
2008 B conf
Analysis of population-based evolutionary algorithms for the vertex cover problem.
IEEE Congress on Evolutionary Computation
Pietro S. Oliveto, Jun He, Xin Yao
2008 J jnl
Assignment of cells to switches in a cellular mobile network using a hybrid Hopfield network-genetic algorithm approach.
Appl. Soft Comput.
Sancho Salcedo-Sanz, Xin Yao
2008 — conf
Attributes of Dynamic Combinatorial Optimisation.
SEAL
Philipp Rohlfshagen, Xin Yao
2008 J jnl
Automatic feature-queried bird identification system based on entropy and fuzzy similarity.
Expert Syst. Appl.
Xingqi Wang, Thorsten Schnier, Xin Yao
2008 J jnl
Bagging and Boosting Negatively Correlated Neural Networks.
IEEE Trans. Syst. Man Cybern. Part B
Md. Monirul Islam, Xin Yao, S. M. Shahriar Nirjon, Muhammad Asiful Islam, Kazuyuki Murase
2008 J jnl
Computational intelligence in economic games and policy design [Research Frontier].
IEEE Comput. Intell. Mag.
Herbert Dawid, Han La Poutré, Xin Yao
2008 — conf
Crossover Can Be Constructive When Computing Unique Input Output Sequences.
SEAL
Per Kristian Lehre, Xin Yao
2008 B conf
Direction matters in high-dimensional optimisation.
IEEE Congress on Evolutionary Computation
Cara MacNish, Xin Yao
2008 — conf
Evolution of Neural Organization in a Hydra-Like Animat.
ICONIP (1)
Ben Jones, Yaochu Jin, Xin Yao, Bernhard Sendhoff
2008 A conf
Evolutionary Market Agents for Resource Allocation in Decentralised Systems.
PPSN
Peter R. Lewis, Paul Marrow, Xin Yao
2008 — ch.
Evolving Artificial Neural Network Ensembles.
Computational Intelligence: A Compendium
Md. Monirul Islam, Xin Yao
2008 C conf
Evolving Functional Symmetry in a Three Dimensional Model of an Elongated Organism.
ALIFE
Ben Jones, Yaochu Jin, Bernhard Sendhoff, Xin Yao
2008 J jnl
Evolving artificial neural network ensembles.
IEEE Comput. Intell. Mag.
Xin Yao, Md. Monirul Islam
2008 J jnl
Evolving edited k-Nearest Neighbor Classifiers.
Int. J. Neural Syst.
Roberto Gil-Pita, Xin Yao
2008 — conf
Handling Constraints for Search Based Software Test Data Generation.
ICST Workshops
Ramón Sagarna, Xin Yao
2008 J jnl
Large scale evolutionary optimization using cooperative coevolution.
Inf. Sci.
Zhenyu Yang, Ke Tang, Xin Yao
2008 — ch.
Making a Difference to Differential Evolution.
Advances in Metaheuristics for Hard Optimization
Zhenyu Yang, Xin Yao, Jingsong He
2008 J jnl
Measuring Generalization Performance in Coevolutionary Learning.
IEEE Trans. Evol. Comput.
Siang Yew Chong, Peter Tiño, Xin Yao
2008 — conf
Multi-objective Improvement of Software Using Co-evolution and Smart Seeding.
SEAL
Andrea Arcuri, David Robert White, John A. Clark, Xin Yao
2008 B conf
Multilevel cooperative coevolution for large scale optimization.
IEEE Congress on Evolutionary Computation
Zhenyu Yang, Ke Tang, Xin Yao
2008 J jnl
Neural-Based Learning Classifier Systems.
IEEE Trans. Knowl. Data Eng.
Hai Huong Dam, Hussein A. Abbass, Chris Lokan, Xin Yao
2008 J jnl
Neuronal population oscillations of rat hippocampus during epileptic seizures.
Neural Networks
Xiaoli Li, John G. R. Jefferys, John Fox, Xin Yao
2008 B conf
NichingEDA: Utilizing the diversity inside a population of EDAs for continuous optimization.
IEEE Congress on Evolutionary Computation
Weishan Dong, Xin Yao
2008 B conf
On-line bagging Negative Correlation Learning.
IJCNN
Fernanda L. Minku, Xin Yao
2008 J jnl
Optimal switch location in mobile communication networks using hybrid genetic algorithms.
Appl. Soft Comput.
Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Christopher Thraves, Antonio Fernández Anta, Xin Yao
2008 J jnl
Population-Based Incremental Learning With Associative Memory for Dynamic Environments.
IEEE Trans. Evol. Comput.
Shengxiang Yang, Xin Yao
2008 J jnl
Preface.
J. Comput. Sci. Technol.
Xiaodong Li, Wenjian Luo, Xin Yao
2008 J jnl
Search based software testing of object-oriented containers.
Inf. Sci.
Andrea Arcuri, Xin Yao
2008 — conf
Search-Based Testing of Complex Simulink Models containing Stateflow Diagrams.
ICST Workshops
Ramón Sagarna, Xin Yao
2008 B conf
Selective negative correlation learning algorithm for incremental learning.
IJCNN
Minlong Lin, Ke Tang, Xin Yao
2008 B conf
Self-adaptive differential evolution with neighborhood search.
IEEE Congress on Evolutionary Computation
Zhenyu Yang, Ke Tang, Xin Yao
2008 — conf
Solving Very Difficult Japanese Puzzles with a Hybrid Evolutionary-Logic Algorithm.
SEAL
Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Xin Yao
2008 J jnl
Special Issue on "Nature Inspired Problem-Solving".
Inf. Sci.
Ke Tang, Xin Yao
2008 — conf
Theoretical Runtime Analyses of Search Algorithms on the Test Data Generation for the Triangle Classification Problem.
ICST Workshops
Andrea Arcuri, Per Kristian Lehre, Xin Yao
2008 J jnl
Theoretical foundations of evolutionary computation.
Genet. Program. Evolvable Mach.
Xiaodong Li, Wenjian Luo, Xin Yao
2008 B conf
Toward a gene regulatory network model for evolving chemotaxis behavior.
IEEE Congress on Evolutionary Computation
Neale Samways, Yaochu Jin, Xin Yao, Bernhard Sendhoff
2008 J jnl
Unified eigen analysis on multivariate Gaussian based estimation of distribution algorithms.
Inf. Sci.
Weishan Dong, Xin Yao
2007 — ch.
A Gradient-Based Forward Greedy Algorithm for Space Gaussian Process Regression.
Trends in Neural Computation
Ping Sun, Xin Yao
2007 J jnl
A Memetic Algorithm for VLSI Floorplanning.
IEEE Trans. Syst. Man Cybern. Part B
Maolin Tang, Xin Yao
2007 B conf
A Memetic Algorithm for test data generation of Object-Oriented software.
IEEE Congress on Evolutionary Computation
Andrea Arcuri, Xin Yao
2007 J jnl
A Note on Problem Difficulty Measures in Black-Box Optimization: Classification, Realizations and Predictability.
Evol. Comput.
Jun He, Colin R. Reeves, Carsten Witt, Xin Yao
2007 J jnl
A novel and practicable on-chip adaptive lossless image compression scheme using intrinsic evolvable hardware.
Connect. Sci.
Jingsong He, Xin Yao, Yunbi Chen
2007 J jnl
A wavelet-based data pre-processing analysis approach in mass spectrometry.
Comput. Biol. Medicine
Xiaoli Li, Jin Li, Xin Yao
2007 — conf
Application of Grid Task Scheduling Algorithm RR to Medium-Grained Evolution Strategies.
ICNC (4)
Yoshiyuki Matsumura, Masashi Oiso, Masaki Matsuda, Noriyuki Fujimoto, Kenichi Hagihara, Kazuhiro Ohkura, Jeremy L. Wyatt, Xin Yao
2007 A* conf
Coevolving programs and unit tests from their specification.
ASE
Andrea Arcuri, Xin Yao
2007 B conf
Covariance matrix repairing in Gaussian based EDAs.
IEEE Congress on Evolutionary Computation
Weishan Dong, Xin Yao
2007 B conf
Differential evolution for high-dimensional function optimization.
IEEE Congress on Evolutionary Computation
Zhenyu Yang, Ke Tang, Xin Yao
2007 B conf
Estimation of distribution algorithms for testing object oriented software.
IEEE Congress on Evolutionary Computation
Ramón Sagarna, Andrea Arcuri, Xin Yao
2007 J jnl
Evolutionary Design of Digital Filters With Application to Subband Coding and Data Transmission.
IEEE Trans. Signal Process.
Sancho Salcedo-Sanz, Fernando Cruz-Roldán, Conor Heneghan, Xin Yao
2007 — conf
Evolutionary Ensemble for
ICIC (2)
Huanhuan Chen, Xin Yao
2007 B conf
Evolutionary algorithms and the Vertex Cover problem.
IEEE Congress on Evolutionary Computation
Pietro S. Oliveto, Jun He, Xin Yao
2007 B conf
Evolutionary random neural ensembles based on negative correlation learning.
IEEE Congress on Evolutionary Computation
Huanhuan Chen, Xin Yao
2007 B conf
Evolving cooperation in the non-iterated prisoner's dilemma: A social network inspired approach.
IEEE Congress on Evolutionary Computation
T. S. Ellis, Xin Yao
2007 B conf
How well do multi-objective evolutionary algorithms scale to large problems.
IEEE Congress on Evolutionary Computation
Kata Praditwong, Xin Yao
2007 B conf
Hybridisation of evolutionary programming and machine learning with k-nearest neighbor estimation.
IEEE Congress on Evolutionary Computation
Jingsong He, Zhenyu Yang, Xin Yao
2007 J jnl
In Memoriam: Dr. Lawrence J. Fogel.
IEEE Trans. Evol. Comput.
Xin Yao
2007 C ed.
Intelligent Data Engineering and Automated Learning - IDEAL 2007, 8th International Conference, Birmingham, UK, December 16-19, 2007, Proceedings
IDEAL
Hujun Yin, Peter Tiño, Emilio Corchado, William Byrne, Xin Yao
2007 J jnl
Multiple Choices and Reputation in Multiagent Interactions.
IEEE Trans. Evol. Comput.
Siang Yew Chong, Xin Yao
2007 B conf
On the analysis of average time complexity of estimation of distribution algorithms.
IEEE Congress on Evolutionary Computation
Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao
2007 — ch.
Robust Salting Route Optimization Using Evolutionary Algorithms.
Evolutionary Computation in Dynamic and Uncertain Environments
Hisashi Handa, Lee Chapman, Xin Yao
2007 B conf
Runtime analysis of (1+l) EA on computing unique input output sequences.
IEEE Congress on Evolutionary Computation
Per Kristian Lehre, Xin Yao
2007 — conf
Solving Japanese Puzzles with Heuristics.
CIG
Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Xin Yao
2007 J jnl
Special Issue on Evolutionary Learning and Optimisation.
Connect. Sci.
Xiaodong Li, Wenjian Luo, Xin Yao
2007 B conf
Target shape design optimization by evolving splines.
IEEE Congress on Evolutionary Computation
Pan Zhang, Xin Yao, Lei Jia, Bernhard Sendhoff, Thorsten Schnier
2007 J jnl
Teaching Advanced Features of Evolutionary Algorithms Using Japanese Puzzles.
IEEE Trans. Educ.
Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Xin Yao
2007 — book
The Iterated Prisoners' Dilemma - 20 Years On
Graham Kendall, Xin Yao, Siang Yew Chong
2007 J jnl
Time complexity of evolutionary algorithms for combinatorial optimization: A decade of results.
Int. J. Autom. Comput.
Pietro S. Oliveto, Jun He, Xin Yao
2007 C conf
Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers.
IDEAL
Roberto Gil-Pita, Xin Yao
2006 — conf
A GA approach to the optimal placement of sensors in wireless sensor networks with obstacles and preferences.
CCNC
Yong Xu, Xin Yao
2006 — conf
A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design.
SEAL
Jianyong Sun, Qingfu Zhang, Jin Li, Xin Yao
2006 C conf
A New Multi-objective Evolutionary Optimisation Algorithm: The Two-Archive Algorithm.
CIS
Kata Praditwong, Xin Yao
2006 — conf
A Probabilistic Ensemble Pruning Algorithm.
ICDM Workshops
Huanhuan Chen, Peter Tiño, Xin Yao
2006 J jnl
A research-led and industry-oriented MSc program in natural computation.
IEEE Comput. Intell. Mag.
Xin Yao
2006 J jnl
An analysis of diversity measures.
Mach. Learn.
E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao
2006 J jnl
An evolutionary clustering algorithm for gene expression microarray data analysis.
IEEE Trans. Evol. Comput.
Patrick C. H. Ma, Keith C. C. Chan, Xin Yao, David K. Y. Chiu
2006 J jnl
An extended contract net mechanism for dynamic supply chain formation and its application in China petroleum supply chain management.
Multiagent Grid Syst.
Jiang Tian, Richard Foley, Xin Yao, Huaglory Tianfield
2006 B conf
Analysis of Scalable Parallel Evolutionary Algorithms.
IEEE Congress on Evolutionary Computation
Jun He, Xin Yao
2006 A* conf
Boosting Kernel Models for Regression.
ICDM
Ping Sun, Xin Yao
2006 J jnl
Current developments and future directions of bio-inspired computation and implications for ecoinformatics.
Ecol. Informatics
Xin Yao, Yong Liu, Jin Li, Jun He, Colin Frayn
2006 B conf
Diversity creation in local search for the evolution of neural network ensembles.
ESANN
Pete Duell, Iris Fermin, Xin Yao
2006 B conf
Efficient Forward Regression with Marginal Likelihood.
ESANN
Ping Sun, Xin Yao
2006 J jnl
Ensemble Learning Using Multi-Objective Evolutionary Algorithms.
J. Math. Model. Algorithms
Arjun Chandra, Xin Yao
2006 A conf
Environments Conducive to Evolution of Modularity.
PPSN
Vineet R. Khare, Bernhard Sendhoff, Xin Yao
2006 B conf
Evolutionary Multiobjective Ensemble Learning Based on Bayesian Feature Selection.
IEEE Congress on Evolutionary Computation
Huanhuan Chen, Xin Yao
2006 J jnl
Evolutionary computation benchmarking repository [Developmental Tools].
IEEE Comput. Intell. Mag.
Bernhard Sendhoff, Mark Roberts, Xin Yao
2006 — book
Evolvable Hardware
Tetsuya Higuchi, Yong Liu, Xin Yao
2006 B conf
Evolving Neural Network Ensembles by Fitness Sharing.
IEEE Congress on Evolutionary Computation
Yong Liu, Xin Yao
2006 J jnl
Evolving hybrid ensembles of learning machines for better generalisation.
Neurocomputing
Arjun Chandra, Xin Yao
2006 B conf
Extracting a Set of Robust Pareto-Optimal Parameters for Hydrologic Models using NSGA-II and SCEM.
IEEE Congress on Evolutionary Computation
Alireza Nazemi, Xin Yao, Andrew H. Chan
2006 J jnl
Gene selection algorithms for microarray data based on least squares support vector machine.
BMC Bioinform.
E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao
2006 B conf
Greedy forward selection algorithms to Sparse Gaussian Process Regression.
IJCNN
Ping Sun, Xin Yao
2006 J jnl
Hybrid meta-heuristics algorithms for task assignment in heterogeneous computing systems.
Comput. Oper. Res.
Sancho Salcedo-Sanz, Yong Xu, Xin Yao
2006 — conf
Hybridisation of Particle Swarm Optimization and Fast Evolutionary Programming.
SEAL
Jingsong He, Zhenyu Yang, Xin Yao
2006 C conf
Hybridizing Cultural Algorithms and Local Search.
IDEAL
Trung Thanh Nguyen, Xin Yao
2006 — ch.
Introduction to Evolvable Hardware.
Evolvable Hardware
Tetsuya Higuchi, Yong Liu, Masaya Iwata, Xin Yao
2006 — conf
Make Fast Evolutionary Programming Robust by Search Step Control.
ICNC (1)
Yong Liu, Xin Yao
2006 J jnl
Multi-network evolutionary systems and automatic decomposition of complex problems.
Int. J. Gen. Syst.
Vineet R. Khare, Xin Yao, Bernhard Sendhoff
2006 A ed.
Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings
PPSN
Thomas Philip Runarsson, Hans-Georg Beyer, Edmund K. Burke, Juan Julián Merelo Guervós, L. Darrell Whitley, Xin Yao
2006 J jnl
Recent Advances in Evolutionary Computation.
J. Comput. Sci. Technol.
Xin Yao, Yong Xu
2006 B conf
Robust Solution of Salting Route Optimisation Using Evolutionary Algorithms.
IEEE Congress on Evolutionary Computation
Hisashi Handa, Dan Lin, Lee Chapman, Xin Yao
2006 J jnl
Robust route optimization for gritting/salting trucks: a CERCIA experience.
IEEE Comput. Intell. Mag.
Hisashi Handa, Lee Chapman, Xin Yao
2006 — conf
Self-Adapting Payoff Matrices in Repeated Interactions.
CIG
Siang Yew Chong, Xin Yao
2006 — ed.
Simulated Evolution and Learning, 6th International Conference, SEAL 2006, Hefei, China, October 15-18, 2006, Proceedings
SEAL
Tzai-Der Wang, Xiaodong Li, Shu-Heng Chen, Xufa Wang, Hussein A. Abbass, Hitoshi Iba, Guoliang Chen, Xin Yao
2006 B conf
Speciation Techniques in Evolved Ensembles with Negative Correlation Learning.
IEEE Congress on Evolutionary Computation
Pete Duell, Iris Fermin, Xin Yao
2006 — conf
Towards Intrinsic Evolvable Hardware for Predictive Lossless Image Compression.
SEAL
Jingsong He, Xin Yao, Jian Tang
2006 — ch.
Trade-Off Between Diversity and Accuracy in Ensemble Generation.
Multi-Objective Machine Learning
Arjun Chandra, Huanhuan Chen, Xin Yao
2005 — conf
A Game-Theoretic Approach for Designing Mixed Mutation Strategies.
ICNC (3)
Jun He, Xin Yao
2005 J jnl
A comparative study of three evolutionary algorithms incorporating different amounts of domain knowledge for node covering problem.
IEEE Trans. Syst. Man Cybern. Part C
Jun He, Xin Yao, Jin Li
2005 — conf
Application of Fuzzy Similarity to Prediction of Epileptic Seizures Using EEG Signals.
FSKD (1)
Xiaoli Li, Xin Yao
2005 J jnl
Behavioral diversity, choices and noise in the iterated prisoner's dilemma.
IEEE Trans. Evol. Comput.
Siang Yew Chong, Xin Yao
2005 J jnl
Clustering and learning Gaussian distribution for continuous optimization.
IEEE Trans. Syst. Man Cybern. Part C
Qiang Lu, Xin Yao
2005 B conf
Co-evolutionary modular neural networks for automatic problem decomposition.
Congress on Evolutionary Computation
Vineet R. Khare, Xin Yao, Bernhard Sendhoff, Yaochu Jin, Heiko Wersing
2005 B conf
Cost-sensitive classification with genetic programming.
Congress on Evolutionary Computation
Jin Li, Xiaoli Li, Xin Yao
2005 J jnl
Diversity creation methods: a survey and categorisation.
Inf. Fusion
Gavin Brown, Jeremy L. Wyatt, Rachel Harris, Xin Yao
2005 B conf
Dynamic salting route optimisation using evolutionary computation.
Congress on Evolutionary Computation
Hisashi Handa, Lee Chapman, Xin Yao
2005 J jnl
Editorial.
Int. J. Comput. Intell. Appl.
Yong Xu, Sancho Salcedo-Sanz, Xin Yao
2005 B conf
Evolutionary framework for the construction of diverse hybrid ensembles.
ESANN
Arjun Chandra, Xin Yao
2005 J jnl
Experimental study on population-based incremental learning algorithms for dynamic optimization problems.
Soft Comput.
Shengxiang Yang, Xin Yao
2005 C conf
Feature Selection for Microarray Data Using Least Squares SVM and Particle Swarm Optimization.
CIBCB
E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao
2005 J jnl
Linear dimensionality reduction using relevance weighted LDA.
Pattern Recognit.
E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao, A. K. Qin
2005 J jnl
Meta-Heuristic Algorithms for FPGA Segmented Channel Routing Problems with Non-standard Cost Functions.
Genet. Program. Evolvable Mach.
Sancho Salcedo-Sanz, Yong Xu, Xin Yao
2005 J jnl
Metaheuristic Approaches to Traffic Grooming in Wdm Optical Networks.
Int. J. Comput. Intell. Appl.
Yong Xu, Sancho Salcedo-Sanz, Xin Yao
2005 J jnl
Multi-scale statistical process monitoring in machining.
IEEE Trans. Ind. Electron.
Xiaoli Li, Xin Yao
2005 J jnl
Search biases in constrained evolutionary optimization.
IEEE Trans. Syst. Man Cybern. Part C
Thomas Philip Runarsson, Xin Yao
2004 J jnl
A hybrid Hopfield network-genetic algorithm approach for the terminal assignment problem.
IEEE Trans. Syst. Man Cybern. Part B
Sancho Salcedo-Sanz, Xin Yao
2004 B conf
A novel memetic algorithm with random multi-local-search: a case study of TSP.
IEEE Congress on Evolutionary Computation
Peng Zou, Zhi Zhou, Guoliang Chen, Xin Yao
2004 J jnl
A study of drift analysis for estimating computation time of evolutionary algorithms.
Nat. Comput.
Jun He, Xin Yao
2004 A conf
An Evolutionary Approach to Modeling Radial Brightness Distributions in Elliptical Galaxies.
PPSN
Jin Li, Xin Yao, Colin Frayn, Habib G. Khosroshahi, Somak Raychaudhury
2004 C conf
An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses.
IDEAL
Zhenyu Wang, Xin Yao, Yong Xu
2004 A conf
Credit Assignment Among Neurons in Co-evolving Populations.
PPSN
Vineet R. Khare, Xin Yao, Bernhard Sendhoff
2004 C conf
DIVACE: Diverse and Accurate Ensemble Learning Algorithm.
IDEAL
Arjun Chandra, Xin Yao
2004 J jnl
Digital filter design using multiple pareto fronts.
Soft Comput.
Thorsten Schnier, Xin Yao, Pin Liu
2004 J jnl
Evolutionary programming using mutations based on the Levy probability distribution.
IEEE Trans. Evol. Comput.
Chang-Yong Lee, Xin Yao
2004 J jnl
Evolving Neural Network Ensembles by Minimization of Mutual Information.
Int. J. Hybrid Intell. Syst.
Xin Yao, Yong Liu
2004 B conf
Generalized LDA using relevance weighting and evolution strategy.
IEEE Congress on Evolutionary Computation
E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao
2004 B conf
How powerful is your evolutionary, algorithm?
IEEE Congress on Evolutionary Computation
Xin Yao
2004 B conf
Non-standard cost terminal assignment problems using tabu search approach.
IEEE Congress on Evolutionary Computation
Yong Xu, Sancho Salcedo-Sanz, Xin Yao
2004 B conf
Nonlinear Feature Extraction Using Evolutionary Algorithm.
ICONIP
E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao
2004 A ed.
Parallel Problem Solving from Nature - PPSN VIII, 8th International Conference, Birmingham, UK, September 18-22, 2004, Proceedings
PPSN
Xin Yao, Edmund K. Burke, José Antonio Lozano, Jim Smith, Juan Julián Merelo Guervós, John A. Bullinaria, Jonathan E. Rowe, Peter Tiño, Ata Kabán, Hans-Paul Schwefel
2004 B conf
Parallel evolutionary programming.
IEEE Congress on Evolutionary Computation
Shisanu Tongchim, Xin Yao
2004 — ed.
Recent Advances in Simulated Evolution and Learning [extended and revised papers selected from the 4th Asia-Pacific Conference on Simulated Evolution and Learning, SEAL 2002, 18-22 November 2002, Singapore].
SEAL
Kay Chen Tan, Meng-Hiot Lim, Xin Yao, Lipo Wang
2004 B conf
The impact of noise on iterated prisoner's dilemma with multiple levels of cooperation.
IEEE Congress on Evolutionary Computation
Siang Yew Chong, Xin Yao
2004 J jnl
Time Complexity Analysis of an Evolutionary Algorithm for Finding Nearly Maximum Cardinality Matching.
J. Comput. Sci. Technol.
Jun He, Xin Yao
2004 B conf
To understand one-dimensional continuous fitness landscapes by drift analysis.
IEEE Congress on Evolutionary Computation
Jun He, Xin Yao, Qingfu Zhang
2003 J jnl
A constructive algorithm for training cooperative neural network ensembles.
IEEE Trans. Neural Networks
Md. Monirul Islam, Xin Yao, Kazuyuki Murase
2003 J jnl
A novel evolutionary data mining algorithm with applications to churn prediction.
IEEE Trans. Evol. Comput.
Wai-Ho Au, Keith C. C. Chan, Xin Yao
2003 C conf
Adaptive Divide-and-Conquer Using Populations and Ensembles.
ICMLA
Xin Yao
2003 B conf
An analysis of evolutionary algorithms for finding approximation solutions to hard optimisation problems.
IEEE Congress on Evolutionary Computation
Jun He, Xin Yao
2003 B conf
Evolutionary search and constraint violations.
IEEE Congress on Evolutionary Computation
Thomas Philip Runarsson, Xin Yao
2003 J jnl
Materialized view selection as constrained evolutionary optimization.
IEEE Trans. Syst. Man Cybern. Part C
Jeffrey Xu Yu, Xin Yao, Chi-Hon Choi, Gang Gou
2003 — conf
Optimisation and Learning in Neural Network Learning.
Modelling, Simulation, and Optimization
Yong Liu, Xin Yao
2003 C conf
Performance Scaling of Multi-objective Evolutionary Algorithms.
EMO
Vineet R. Khare, Xin Yao, Kalyanmoy Deb
2003 B conf
The Evolution of Evolutionary Computation.
KES
Xin Yao
2003 J jnl
Towards an analytic framework for analysing the computation time of evolutionary algorithms.
Artif. Intell.
Jun He, Xin Yao
2003 — conf
Using Negative Correlation to Evolve Fault-Tolerant Circuits.
ICES
Thorsten Schnier, Xin Yao
2002 J jnl
A new evolutionary approach to cutting stock problems with and without contiguity.
Comput. Oper. Res.
Ko-Hsin Liang, Xin Yao, Charles S. Newton, David Hoffman
2002 — conf
Automatic Modularization with Speciated Neural Network Ensemble.
SEAL
Vineet R. Khare, Xin Yao
2002 J jnl
Co-Evolution in Iterated Prisoner's Dilemma with Intermediate Levels of Cooperation: Application to Missile Defense.
Int. J. Comput. Intell. Appl.
Paul J. Darwen, Xin Yao
2002 B conf
Continuous selection and self-adaptive evolution strategies.
IEEE Congress on Evolutionary Computation
Thomas Philip Runarsson, Xin Yao
2002 J jnl
Erratum to: Drift analysis and average time complexity of evolutionary algorithms [Artificial Intelligence 127 (2001) 57-85].
Artif. Intell.
Jun He, Xin Yao
2002 C conf
Evolving SQL Queries for Data Mining.
IDEAL
Majid Salim, Xin Yao
2002 — ed.
FSDK'02, Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery: Computational Intelligence for the E-Age, 2 Volumes, November 18-22, 2002, Orchid Country Club, Singapore
FSKD
Lipo Wang, Saman K. Halgamuge, Xin Yao
2002 J jnl
From an individual to a population: an analysis of the first hitting time of population-based evolutionary algorithms.
IEEE Trans. Evol. Comput.
Jun He, Xin Yao
2002 — conf
Getting Most Out of Evolutionary Approaches.
Evolvable Hardware
Xin Yao, Yong Liu
2002 B conf
How to control search step size in fast evolutionary programming.
IEEE Congress on Evolutionary Computation
Yong Liu, Xin Yao
2002 A conf
Learning and Evolution by Minimization of Mutual Information.
PPSN
Yong Liu, Xin Yao
2002 A conf
Maintaining Population Diversity By Minimizing Mutual Information.
GECCO
Yong Liu, Xin Yao
2002 A conf
Search Step Size Control In Fast Evolutionary Programming.
GECCO
Yong Liu, Xin Yao
2001 J jnl
Adapting Self-Adaptive Parameters in Evolutionary Algorithms.
Appl. Intell.
Ko-Hsin Liang, Xin Yao, Charles S. Newton
2001 J jnl
An evolutionary approach to materialized views selection in a data warehouse environment.
IEEE Trans. Syst. Man Cybern. Part C
Chuan Zhang, Xin Yao, Jian Yang
2001 — conf
Digital Filter Design Using Multiple Pareto Fronts.
Evolvable Hardware
Thorsten Schnier, Xin Yao, Pin Liu
2001 J jnl
Drift analysis and average time complexity of evolutionary algorithms.
Artif. Intell.
Jun He, Xin Yao
2001 — conf
Evolutionary Design Calibration.
ICES
Thorsten Schnier, Xin Yao
2001 B conf
Evolutionary algorithms with adaptive Levy mutations.
CEC
Chang-Yong Lee, Xin Yao
2001 B conf
Evolving a cooperative population of neural networks by minimizing mutual information.
CEC
Yong Liu, Xin Yao, Qiangfu Zhao, Tetsuya Higuchi
2001 B conf
Evolving neural networks for Hang Seng stock index forecast.
CEC
Yong Liu, Xin Yao
2001 B conf
Scaling up fast evolutionary programming with cooperative coevolution.
CEC
Yong Liu, Xin Yao, Qiangfu Zhao, Tetsuya Higuchi
2001 J jnl
Simulated Evolution and Learning: An Introduction.
Appl. Intell.
Xin Yao, Robert I. McKay
2001 B conf
Why more choices cause less cooperation in iterated prisoner's dilemma.
CEC
Paul J. Darwen, Xin Yao
2000 J jnl
Application of Genetic Algorithm and K-Nearest Neighbour Method in Real World Medical Fraud Detection Problem.
J. Adv. Comput. Intell. Intell. Informatics
Hongxing He, Simon Hawkins, Warwick Graco, Xin Yao
2000 J jnl
Editorial: Simulated Evolution and Learning.
J. Adv. Comput. Intell. Intell. Informatics
Xin Yao
2000 J jnl
Evolutionary ensembles with negative correlation learning.
IEEE Trans. Evol. Comput.
Yong Liu, Xin Yao, Tetsuya Higuchi
2000 B conf
Exploiting coalition in co-evolutionary learning.
CEC
Yeon-Gyu Seo, Sung-Bae Cho, Xin Yao
2000 A ed.
Parallel Problem Solving from Nature - PPSN VI, 6th International Conference, Paris, France, September 18-20, 2000, Proceedings
PPSN
Marc Schoenauer, Kalyanmoy Deb, Günter Rudolph, Xin Yao, Evelyne Lutton, Juan Julián Merelo Guervós, Hans-Paul Schwefel
2000 J jnl
Solving equations by hybrid evolutionary computation techniques.
IEEE Trans. Evol. Comput.
Jun He, Jiyou Xu, Xin Yao
2000 J jnl
Stochastic ranking for constrained evolutionary optimization.
IEEE Trans. Evol. Comput.
Thomas Philip Runarsson, Xin Yao
2000 J jnl
The Impact of Payoff Function and Local Interaction on the N -Player Iterated Prisoner's Dilemma.
Knowl. Inf. Syst.
Yeon-Gyu Seo, Sung-Bae Cho, Xin Yao
2000 B conf
Using multiple representations in evolutionary algorithms.
CEC
T. Schnier, Xin Yao
1999 B conf
Combining landscape approximation and local search in global optimization.
CEC
Ko-Hsin Liang, Xin Yao, Charles S. Newton
1999 B conf
Emergence of cooperative coalition in NIPD game with localization of interaction and learning.
CEC
Yeon-Gyu Seo, Sung-Bae Cho, Xin Yao
1999 J jnl
Ensemble learning via negative correlation.
Neural Networks
Yong Liu, Xin Yao
1999 J jnl
Evolutionary computation comes of age.
Cogn. Syst. Res.
Xin Yao
1999 J jnl
Evolutionary programming made faster.
IEEE Trans. Evol. Comput.
Xin Yao, Yong Liu, Guangming Lin
1999 J jnl
Evolving artificial neural networks.
Proc. IEEE
Xin Yao
1999 B conf
Evolving materialized views in data warehouse.
CEC
Chuan Zhang, Xin Yao, Jian Yang
1999 J jnl
Following the Path of Evolvable Hardware - Introduction.
Commun. ACM
Xin Yao
1999 B conf
How does evolutionary computation fit into IT postgraduate teaching.
CEC
Xin Yao
1999 J jnl
Negatively correlated neural networks for classification.
Artif. Life Robotics
Yong Liu, Xin Yao
1999 B conf
Neural networks for breast cancer diagnosis.
CEC
Xin Yao, Yong Liu
1999 J jnl
Promises and challenges of evolvable hardware.
IEEE Trans. Syst. Man Cybern. Part C
Xin Yao, Tetsuya Higuchi
1999 — ed.
Simulated Evolution and Learning, Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL'98, Canberra, Australia, November 24-27 1998, Selected Papers
SEAL
Bob McKay, Xin Yao, Charles S. Newton, Jong-Hwan Kim, Takeshi Furuhashi
1999 J jnl
Simultaneous training of negatively correlated neural networks in an ensemble.
IEEE Trans. Syst. Man Cybern. Part B
Yong Liu, Xin Yao
1999 J jnl
The GRD Chip: Genetic Reconfiguration of DSPs for Neural Network Processing.
IEEE Trans. Computers
Masahiro Murakawa, Shuji Yoshizawa, Isamu Kajitani, Xin Yao, Nobuki Kajihara, Masaya Iwata, Tetsuya Higuchi
1998 J jnl
A Novel Penalty Function Approach to Constrained Optimization Problems with Genetic Algorithms.
J. Adv. Comput. Intell. Intell. Informatics
Xinghuo Yu, Weixing Zheng, Baolin Wu, Xin Yao
1998 — conf
An Experimental Investigation of Self-Adaptation in Evolutionary Programming.
Evolutionary Programming
Ko-Hsin Liang, Xin Yao, Yong Liu, Charles S. Newton, David Hoffman
1998 — conf
Application of Genetic Algorithm and k-Nearest Neighbour Method in Medical Fraud Detection.
SEAL
Hongxing He, Warwick Graco, Xin Yao
1998 — conf
Dynamic Control of Adaptive Parameters in Evolutionary Programming.
SEAL
Ko-Hsin Liang, Xin Yao, Charles S. Newton
1998 J jnl
Introduction: Evolutionary Learning.
Appl. Intell.
Xin Yao, Don Potter
1998 J jnl
Making use of population information in evolutionary artificial neural networks.
IEEE Trans. Syst. Man Cybern. Part B
Xin Yao, Yong Liu
1998 J jnl
Maximum Matching on Boltzmann Machines.
Neural Process. Lett.
Xin Yao
1998 — conf
Scaling Up Evolutionary Programming Algorithms.
Evolutionary Programming
Xin Yao, Yong Liu
1998 — conf
Solving Cutting Stock Problems by Evolutionary Programming.
Evolutionary Programming
Ko-Hsin Liang, Xin Yao, Charles S. Newton, David Hoffman
1998 — conf
Time Series Prediction by Using Negatively Correlated Neural Networks.
SEAL
Yong Liu, Xin Yao
1998 A conf
Towards Designing Neural Network Ensembles by Evolution.
PPSN
Yong Liu, Xin Yao
1997 J jnl
A new evolutionary system for evolving artificial neural networks.
IEEE Trans. Neural Networks
Xin Yao, Yong Liu
1997 — conf
An Analysis of Evolutionary Algorithms Based on Neighborhood and Step Sizes.
Evolutionary Programming
Xin Yao, Guangming Lin, Yong Liu
1997 C conf
Analysing crossover operators by search step size.
ICEC
Guangming Lin, Xin Yao
1997 — conf
Fast Evolution Strategies.
Evolutionary Programming
Xin Yao, Yong Liu
1997 — conf
PEPNet: Parallel Evolutionary Programming for Constructing Artificial Neural Networks.
Evolutionary Programming
Gerrit Riessen, Graham J. Williams, Xin Yao
1997 — ed.
Simulated Evolution and Learning, First Asia-Pacific Conference, SEAL'96, Taejon, Korea, November 9-12, 1996, Selected Papers
SEAL
Xin Yao, Jong-Hwan Kim, Takeshi Furuhashi
1997 — conf
Solving Constrained Optimization Problems with New Penalty Function Approach Using Genetic Algorithms.
ICONIP (1)
Xinghuo Yu, Weixing Zheng, Baolin Wu, Xin Yao
1997 J jnl
Speciation as automatic categorical modularization.
IEEE Trans. Evol. Comput.
Paul J. Darwen, Xin Yao
1996 — conf
Automatic Modularization by Speciation.
International Conference on Evolutionary Computation
Paul J. Darwen, Xin Yao
1996 — conf
EPNet for Chaotic Time-Series Prediction.
SEAL
Xin Yao, Yong Liu
1996 — conf
Ensemble Structure of Evolutionary Artificial Neural Networks.
International Conference on Evolutionary Computation
Xin Yao, Yong Liu
1996 A conf
Every Niching Method has its Niche: Fitness Sharing and Implicit Sharing Compared.
PPSN
Paul J. Darwen, Xin Yao
1996 — conf
Evolutionary Design of Artificial Neural Networks with Different Nodes.
International Conference on Evolutionary Computation
Yong Liu, Xin Yao
1996 — conf
Evolving Artificial Neural Networks through Evolutionary Programming.
Evolutionary Programming
Xin Yao, Yong Liu
1996 — conf
Fast Evolutionary Programming.
Evolutionary Programming
Xin Yao, Yong Liu
1996 — conf
Promises and Challenges of Evolvable Hardware.
ICES
Xin Yao, Tetsuya Higuchi
1995 J jnl
A Note on Neural Sorting Networks with O(1) Time Complexity.
Inf. Process. Lett.
Xin Yao
1995 J jnl
A new simulated annealing algorithm.
Int. J. Comput. Math.
Xin Yao
1995 C conf
Call Routing by Simulated Annealing.
IEA/AIE
Xin Yao, Nitin Kanani
1995 — ed.
Process in Evolutionary Computation, AI'93 and AI'94 Workshops on Evolutionary Computation, Melbourne, Victoria, Australia, November 16, 1993, Armidale, NSW, Australia, November 21-22, 1994, Selected Papers
Evo Workshops
Xin Yao
1994 — conf
An Experimental Study of N-Person Iterated Prisoner's Dilemma Games.
Evo Workshops
Xin Yao, Paul J. Darwen
1994 J jnl
An Experimental Study of N-Person Iterated Prisoner's Dilemma Games.
Informatica (Slovenia)
Xin Yao, Paul J. Darwen
1994 J jnl
An Introduction to the Special Issue on Evolutionary Computation.
Informatica (Slovenia)
Xin Yao
1994 — conf
On Evolving Robust Strategies for Iterated Prisoner's Dilemma.
Evo Workshops
Paul J. Darwen, Xin Yao
1993 J jnl
A review of evolutionary artificial neural networks.
Int. J. Intell. Syst.
Xin Yao
1993 J jnl
An empirical study of genetic operators in genetic algorithms.
Microprocess. Microprogramming
Xin Yao
1993 J jnl
Evolutionary Artificial Neural Networks.
Int. J. Neural Syst.
Xin Yao
1992 J jnl
Finding Approximate Solutions to NP-Hard Problems by Neural Networks is Hard.
Inf. Process. Lett.
Xin Yao
1991 J jnl
Simulated annealing with extended neighbourhood.
Int. J. Comput. Math.
Xin Yao