Ying Bi

97 papers A 1B 13C 1Misc 6Journal 61Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multi-population genetic programming algorithm to model estimation for LLC resonant converter.
Swarm Evol. Comput.
Yuefeng Liao, Zhiqiang Wang, Ying Bi, Jing J. Liang, Xiao Han
2026 J jnl
A Robustness Indicator-Based Dual-Population Evolutionary Algorithm for Multimodal Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Caitong Yue, Wenhao Ye, Jing Liang, Mengmeng Li, Kunjie Yu, Ying Bi, Boyang Qu
2026 J jnl
A hybrid method based on linear regression and genetic programming-based symbolic regression for short-term load forecasting.
Appl. Soft Comput.
Ying Bi, Mengying Guo, Quan Sui, Jing Liang, Kai Zhang, Ke Chen
2026 J jnl
A new genetic programming approach to dynamic multi-point dynamic aggregation problem.
Swarm Evol. Comput.
Ying Bi, Xishui Xue, Ya-Hui Jia, Caitong Yue, Kai Zhang
2026 J jnl
An enhanced genetic programming algorithm with new genetic operators for medical image classification.
Genet. Program. Evolvable Mach.
Lin Dong, Ying Bi, Bing Xue, Mengjie Zhang
2026 J jnl
An evolutionary algorithm for multimodal multi-objective traveling salesman problems.
Expert Syst. Appl.
Caitong Yue, Jiankang Song, Mengnan Liu, Ying Bi, Weifeng Guo, Hongyu Lin, Jing J. Liang
2026 J jnl
An improved generalized evolutionary algorithm for constrained multimodal multiobjective optimization.
Complex Intell. Syst.
Caitong Yue, Wenhao Wu, Jing Liang, Ying Bi, Kunjie Yu, Ke Chen, Weifeng Guo
2026 J jnl
LCO-LSHADE-GSRL: An enhanced differential evolution algorithm with chaotic orthogonal initialization and GAN-driven specular reflection learning for engineering optimization.
Expert Syst. Appl.
Hui Yang, Xiuna Xie, Ying Bi, Boyang Qu, Jing J. Liang, Kaer Huang, Li Yan
2025 J jnl
A Joint-Encoding Evolutionary Algorithm for Multimodal Multiobjective Feature Selection in Classification.
IEEE Trans. Evol. Comput.
Jing Liang, Junting Yang, Caitong Yue, Ying Bi, Kunjie Yu, Boyang Qu, Yu-Yang Zhang, Mengmeng Li
2025 J jnl
A Similar-Niching-Based Differential Evolution for Constrained Multimodal Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Hongyu Lin, Jing J. Liang, Caitong Yue, Ying Bi, Kangjia Qiao, Yaonan Wang, Ponnuthurai Nagaratnam Suganthan
2025 B conf
A Skin Cancer Classification Method Based on Genetic Programming with New Region Detection Operators.
PRICAI
Kunjie Yu, Mengyu Wang, Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang
2025 J jnl
A Survey on Evolutionary Computation for Identifying Biomarkers of Complex Disease.
IEEE Trans. Evol. Comput.
Jing Liang, Zhuo Hu, Ying Bi, Han Cheng, Kunjie Yu, Cai-Tong Yue, Xianfang Wang, Weifeng Guo
2025 B conf
A Two-Stage Approach Combining Feature Selection and Construction for Hyperspectral Crop Classification.
CEC
Jing Liang, Zexuan Yang, Ying Bi
2025 J jnl
A Two-Stage Genetic Programming Approach to Feature Construction and Ensemble Evolving for Road Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Ying Bi, Yaxin Chang, Jing Liang, Caitong Yue, Boyang Qu, Mengnan Liu
2025 J jnl
A multimodal multiobjective evolutionary algorithm based on neighborhood and enhanced special crowding distance.
Knowl. Based Syst.
Caitong Yue, Jiankang Song, Jing Liang, Mengnan Liu, Kunjie Yu, Hongyu Lin, Ying Bi
2025 J jnl
A new genetic programming approach to fine-grained flower image classification.
Complex Intell. Syst.
Qinyu Wang, Ying Bi, Bing Xue, Mengjie Zhang
2025 J jnl
A new multi-tree Genetic Programming approach to feature construction in high-dimensional classification.
Knowl. Based Syst.
Ke Chen, Mingyang Dao, Ying Bi, Jing Liang, Zhenlong Wu, Peng Wang
2025 J jnl
A survey of surrogate-assisted evolutionary algorithms for expensive optimization.
J. Membr. Comput.
Jing Liang, Yahang Lou, Mingyuan Yu, Ying Bi, Kunjie Yu
2025 J jnl
An Automated and Interpretable Computer-Aided Approach for Skin Cancer Diagnosis Using Genetic Programming.
IEEE Trans. Evol. Comput.
Kunjie Yu, Jintao Lian, Ying Bi, Jing J. Liang, Bing Xue, Mengjie Zhang
2025 J jnl
An Evolutionary Multiobjective Neural Architecture Search Approach to Advancing Cognitive Diagnosis in Intelligent Education.
IEEE Trans. Evol. Comput.
Shangshang Yang, Haiping Ma, Ying Bi, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi Zhang
2025 J jnl
An evolutionary optimization-learning hybrid algorithm for energy resource management.
Swarm Evol. Comput.
Rui Qi, Ya-Hui Jia, Wei-Neng Chen, Ying Bi, Yi Mei
2025 B conf
Automatic Feature Learning via Genetic Programming with Flexible Filtering for Skin Cancer Image Classification.
CEC
Kunjie Yu, Jintao Lian, Ying Bi, Jing Liang
2025 J jnl
CauseTerML: Causal Learning via Term Mining for Assessing Review Discrepancies.
IEEE Trans. Artif. Intell.
Wenjie Sun, Chengke Wu, Qinge Xiao, Junjie Jiang, Yuanjun Guo, Ying Bi, Xinyu Wu, Zhile Yang
2025 J jnl
Change detection in remote sensing images based on multi-tree genetic programming.
Appl. Soft Comput.
Ying Bi, Tuo Zhang, Jintao Lian, Yaxin Chang, Jing Liang
2025 J jnl
Customized crop feature construction using genetic programming for early- and in-season crop mapping.
Comput. Electron. Agric.
Caiyun Wen, Miao Lu, Ying Bi, Lang Xia, Jing Sun, Yun Shi, Yanbing Wei, Wenbin Wu
2025 B conf
Dynamic Threshold Selection in Genetic Programming for Imbalanced Fault Diagnosis.
CEC
Ke Chen, Tianqing Wu, Ying Bi, Jing Liang, Kunjie Yu
2025 — conf
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition.
GECCO Companion
Stefano Cagnoni, Ying Bi, Yanan Sun
2025 J jnl
Evolutionary Neural Architecture Search for Remote Sensing Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Jing Liang, Genyue Liu, Ying Bi, Mingyuan Yu, Mengnan Liu, Yaochu Jin
2025 B conf
Flexible Region Detection-based Genetic Programming for Fish Classification With Low-Quality Images.
CEC
Jigang Fan, Ying Bi, Bing Xue, Mengjie Zhang
2025 J jnl
Genetic Programming With Flexible Region Detection for Fine-Grained Image Classification.
IEEE Trans. Evol. Comput.
Qinyu Wang, Ying Bi, Bing Xue, Mengjie Zhang
2025 J jnl
Lightweight decision-making decisive feature enhancement network for medical image analysis.
Appl. Soft Comput.
Xiangyang Ren, Boyang Jiao, Jianbo Gao, Yazheng Chen, Na Xiao, Ying Bi, Gangqiong Liu
2025 J jnl
Multi-objective genetic programming based on decomposition for feature learning in image classification.
Swarm Evol. Comput.
Tuo Zhang, Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang
2025 J jnl
Multimodal multiobjective optimization with structural network control principles to optimize personalized drug targets for drug discovery of individual patients.
Briefings Bioinform.
Jing Liang, Zhuo Hu, Ying Bi, Han Cheng, Weifeng Guo
2025 J jnl
Multitree Genetic Programming for Learning Color and Multiscale Features in Image Classification.
IEEE Trans. Evol. Comput.
Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
2025 J jnl
Objective-Constraint Correlation-Guided Evolutionary Direction Adaptive Adjustment for Expensive Constrained Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Kunjie Yu, Fan Chen, Jing J. Liang, Mingyuan Yu, Ke Chen, Caitong Yue, Ying Bi
2024 J jnl
A Genetic Programming Approach With Building Block Evolving and Reusing to Image Classification.
IEEE Trans. Evol. Comput.
Ying Bi, Jing J. Liang, Bing Xue, Mengjie Zhang
2024 J jnl
A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification.
IEEE Trans. Evol. Comput.
Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
2024 J jnl
A Multitree Genetic Programming-Based Feature Construction Approach to Crop Classification Using Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Jing J. Liang, Zexuan Yang, Ying Bi, Boyang Qu, Mengnan Liu, Bing Xue, Mengjie Zhang
2024 B conf
A Two-Stage Approach Using Genetic Algorithm and Genetic Programming for Remote Sensing Crop Classification.
CEC
Jing Liang, Zexuan Yang, Tuo Zhang, Ying Bi
2024 J jnl
A genetic programming-based method for image classification with small training data.
Knowl. Based Syst.
Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
2024 Misc conf
Automatic Quantification of King Salmon Farm Net Occlusion Via Biofouling Detection.
IVCNZ
Qinglan Fan, Ying Bi, Bing Xue, Jane E. Symonds, Lauren M. Fletcher, Mengjie Zhang
2024 — conf
Decomposition-based Multi-objective Genetic Programming for Feature Learning in Image Classification.
GECCO Companion
Tuo Zhang, Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang
2024 — conf
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition.
GECCO Companion
Ying Bi, Stefano Cagnoni, Yanan Sun
2024 J jnl
Evolutionary deep learning for computer vision and image processing.
Appl. Soft Comput.
Harith Al-Sahaf, Pablo Mesejo, Ying Bi, Mengjie Zhang
2024 B conf
Generate a Single Heuristic for Multiple Dynamic Flexible Job Shop Scheduling Tasks by Genetic Programming.
CEC
Jiayin Chen, Ya-Hui Jia, Ying Bi, Wei-Neng Chen
2024 — conf
Genetic Programming with Aggregate Channel Features for Flower Localization Using Limited Training Data.
EvoApplications@EvoStar
Qinyu Wang, Ying Bi, Bing Xue, Mengjie Zhang
2024 J jnl
Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification.
IEEE Trans. Evol. Comput.
Ying Bi, Bing Xue, Mengjie Zhang
2024 Misc conf
Genetic Programming-Based Multi-Object Matching for Mussel Floats in Mussel Farm Images.
IVCNZ
Dylon Zeng, Ying Bi, Ivy Liu, Bing Xue, Ross Vennell, Mengjie Zhang
2024 J jnl
Label reusing based graph neural network for unbalanced classification of personalized driver genes in cancer.
Appl. Soft Comput.
Han-Wen Wan, Meng-Han Wu, Wen-Shan Zhao, Han Cheng, Ying Bi, Xian-Fang Wang, Xiang-Rui Zhang, Yan Li, Weifeng Guo
2023 Misc conf
A New Genetic Programming-Based Approach to Object Detection in Mussel Farm Images.
IVCNZ
Dylon Zeng, Ying Bi, Ivy Liu, Bing Xue, Ross Vennell, Mengjie Zhang
2023 J jnl
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends.
IEEE Trans. Evol. Comput.
Ying Bi, Bing Xue, Pablo Mesejo, Stefano Cagnoni, Mengjie Zhang
2023 J jnl
Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse.
IEEE Trans. Evol. Comput.
Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
2023 J jnl
Instance Selection-Based Surrogate-Assisted Genetic Programming for Feature Learning in Image Classification.
IEEE Trans. Cybern.
Ying Bi, Bing Xue, Mengjie Zhang
2023 J jnl
Latent space search based multimodal optimization with personalized edge-network biomarker for multi-purpose early disease prediction.
Briefings Bioinform.
Jing Liang, Zong-Wei Li, Ze-Ning Sun, Ying Bi, Han Cheng, Tao Zeng, Weifeng Guo
2023 J jnl
Multitask Feature Learning as Multiobjective Optimization: A New Genetic Programming Approach to Image Classification.
IEEE Trans. Cybern.
Ying Bi, Bing Xue, Mengjie Zhang
2023 J jnl
Not just select samples, but exploration: Genetic programming aided remote sensing target detection under deep learning.
Appl. Soft Comput.
Shuai Wang, Shichen Huang, Shuai Liu, Ying Bi
2022 J jnl
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends.
CoRR
Ying Bi, Bing Xue, Pablo Mesejo, Stefano Cagnoni, Mengjie Zhang
2022 J jnl
A Survey on Fault Diagnosis of Rolling Bearings.
Algorithms
Bo Peng, Ying Bi, Bing Xue, Mengjie Zhang, Shuting Wan
2022 J jnl
An Object-Based Genetic Programming Approach for Cropland Field Extraction.
Remote. Sens.
Caiyun Wen, Miao Lu, Ying Bi, Shengnan Zhang, Bing Xue, Mengjie Zhang, Qingbo Zhou, Wenbin Wu
2022 — conf
Automatically Designing U-Nets Using A Genetic Algorithm for Tree Image Segmentation.
SSCI
Binke Xu, Ying Bi, Bing Xue, Jan Schindler, Brent Martin, Mengjie Zhang
2022 J jnl
Dual-Tree Genetic Programming for Few-Shot Image Classification.
IEEE Trans. Evol. Comput.
Ying Bi, Bing Xue, Mengjie Zhang
2022 Misc conf
Evolving Effective Ensembles for Image Classification Using Multi-objective Multi-tree Genetic Programming.
AI
Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
2022 J jnl
Genetic Programming for High-Level Feature Learning in Crop Classification.
Remote. Sens.
Miao Lu, Ying Bi, Bing Xue, Qiong Hu, Mengjie Zhang, Yanbing Wei, Peng Yang, Wenbin Wu
2022 J jnl
Genetic Programming-Based Discriminative Feature Learning for Low-Quality Image Classification.
IEEE Trans. Cybern.
Ying Bi, Bing Xue, Mengjie Zhang
2022 J jnl
Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification.
CoRR
Ying Bi, Bing Xue, Mengjie Zhang
2022 J jnl
Genetic programming for feature extraction and construction in image classification.
Appl. Soft Comput.
Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
2022 J jnl
Learning and Sharing: A Multitask Genetic Programming Approach to Image Feature Learning.
IEEE Trans. Evol. Comput.
Ying Bi, Bing Xue, Mengjie Zhang
2022 J jnl
Using a small number of training instances in genetic programming for face image classification.
Inf. Sci.
Ying Bi, Bing Xue, Mengjie Zhang
2021 J jnl
A Divide-and-Conquer Genetic Programming Algorithm With Ensembles for Image Classification.
IEEE Trans. Evol. Comput.
Ying Bi, Bing Xue, Mengjie Zhang
2021 J jnl
Automatic Feature Extraction and Construction Using Genetic Programming for Rotating Machinery Fault Diagnosis.
IEEE Trans. Cybern.
Bo Peng, Shuting Wan, Ying Bi, Bing Xue, Mengjie Zhang
2021 B conf
Automatically Extracting Features Using Genetic Programming for Low-Quality Fish Image Classification.
CEC
Zichu Yan, Ying Bi, Bing Xue, Mengjie Zhang
2021 Misc conf
Deep Convolutional Neural Networks for Detecting Dolphin Echolocation Clicks.
IVCNZ
Caleb Buchanan, Ying Bi, Bing Xue, Ross Vennell, Simon Childerhouse, Matthew K. Pine, Dana Briscoe, Mengjie Zhang
2021 — conf
Deep Convolutional Neural Networks with Transfer Learning for Waterline Detection in Mussel Farms.
SSCI
Alistair John McLeay, Abigail McGhie, Dana Briscoe, Ying Bi, Bing Xue, Ross Vennell, Mengjie Zhang
2021 J jnl
Genetic Programming With Image-Related Operators and a Flexible Program Structure for Feature Learning in Image Classification.
IEEE Trans. Evol. Comput.
Ying Bi, Bing Xue, Mengjie Zhang
2021 J jnl
Genetic Programming With a New Representation to Automatically Learn Features and Evolve Ensembles for Image Classification.
IEEE Trans. Cybern.
Ying Bi, Bing Xue, Mengjie Zhang
2021 — conf
Genetic programming with a new representation and a new mutation operator for image classification.
GECCO Companion
Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
2021 J jnl
Multi-View Feature Construction Using Genetic Programming for Rolling Bearing Fault Diagnosis [Application Notes].
IEEE Comput. Intell. Mag.
Bo Peng, Ying Bi, Bing Xue, Mengjie Zhang, Shuting Wan
2021 J jnl
Multi-objective genetic programming for feature learning in face recognition.
Appl. Soft Comput.
Ying Bi, Bing Xue, Mengjie Zhang
2020 J jnl
An Effective Feature Learning Approach Using Genetic Programming With Image Descriptors for Image Classification [Research Frontier].
IEEE Comput. Intell. Mag.
Ying Bi, Bing Xue, Mengjie Zhang
2020 — conf
Automatically extracting features for face classification using multi-objective genetic programming.
GECCO Companion
Ying Bi, Bing Xue, Mengjie Zhang
2020 — conf
Evolving Deep Forest with Automatic Feature Extraction for Image Classification Using Genetic Programming.
PPSN (1)
Ying Bi, Bing Xue, Mengjie Zhang
2020 B conf
Genetic Programming-Based Feature Learning for Facial Expression Classification.
CEC
Ying Bi, Bing Xue, Mengjie Zhang
2020 J jnl
Learning and Sharing: A Multitask Genetic Programming Approach to Image Feature Learning.
CoRR
Ying Bi, Bing Xue, Mengjie Zhang
2019 B conf
An Evolutionary Deep Learning Approach Using Genetic Programming with Convolution Operators for Image Classification.
CEC
Ying Bi, Bing Xue, Mengjie Zhang
2019 A conf
An automated ensemble learning framework using genetic programming for image classification.
GECCO
Ying Bi, Bing Xue, Mengjie Zhang
2018 — conf
A Gaussian Filter-Based Feature Learning Approach Using Genetic Programming to Image Classification.
Australasian Conference on Artificial Intelligence
Ying Bi, Bing Xue, Mengjie Zhang
2018 B conf
An Automatic Feature Extraction Approach to Image Classification Using Genetic Programming.
EvoApplications
Ying Bi, Bing Xue, Mengjie Zhang
2018 B conf
Genetic Programming for Automatic Global and Local Feature Extraction to Image Classification.
CEC
Ying Bi, Mengjie Zhang, Bing Xue
2017 Misc conf
An automatic region detection and processing approach in genetic programming for binary image classification.
IVCNZ
Ying Bi, Mengjie Zhang, Bing Xue
2017 — conf
Minimization of Makespan Through Jointly Scheduling Strategy in Production System with Mould Maintenance Consideration.
ICIC (1)
Xiaoyue Fu, Felix T. S. Chan, Ben Niu, Sai Ho Chung, Ying Bi
2016 J jnl
Swarm intelligence algorithms for Yard Truck Scheduling and Storage Allocation Problems.
Neurocomputing
Ben Niu, Ting Xie, Lijing Tan, Ying Bi, Zhengxu Wang
2015 — conf
A Novel Branch-Leaf Growth Algorithm for Numerical Optimization.
ICIC (2)
Xiaoxian He, Jie Wang, Ying Bi
2015 — conf
SRBFO Algorithm for Production Scheduling with Mold and Machine Maintenance Consideration.
ICIC (2)
Ben Niu, Ying Bi, Felix T. S. Chan, Zhengxu Wang
2014 — conf
Bacterial Colony Optimization for Integrated Yard Truck Scheduling and Storage Allocation Problem.
ICIC (3)
Ben Niu, Ting Xie, Ying Bi, Jing Liu
2014 B conf
Binary bacterial foraging optimization for 0/1 knapsack problem.
IEEE Congress on Evolutionary Computation
Ben Niu, Ying Bi
2014 C conf
Improved Bacterial Foraging Optimization Algorithm with Information Communication Mechanism.
CIS
Ben Niu, Jing Liu, Ying Bi, Ting Xie, Lijing Tan
2014 — conf
Structure-Redesign-Based Bacterial Foraging Optimization for Portfolio Selection.
ICIC (3)
Ben Niu, Ying Bi, Ting Xie