Xiaohui Liu - RankMe

310 papers A 3B 22C 12Misc 2Journal 233Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Intelligent Data Analysis. The Importance of Being Learnable Xiaohui Liu
2026	J	`jnl`	Learning With Noisy Labels for Industrial Time Series Outlier Detection: A Transformer-Embedded Contrastive Learning Framework. IEEE Trans. Ind. Informatics Jingzhong Fang, Zidong Wang, Weibo Liu, Nianyin Zeng, Yimeng He, Yu Cao, Linwei Chen, Xiaohui Liu
2025	J	`jnl`	A Novel Depth-Connected Region-Based Convolutional Neural Network for Small Defect Detection in Additive Manufacturing. Cogn. Comput. Yiming Wang, Zidong Wang, Weibo Liu, Nianyin Zeng, Stanislao Lauria, Camilo Prieto, Fredrik Sikström, Hui Yu, Xiaohui Liu
2025	J	`jnl`	A Novel Hyperparameter Optimization Approach for Supervised Classification: Phase Prediction of Multi-Principal Element Alloys. Cogn. Comput. Syed Hassan Fatimi, Zidong Wang, Isaac T. H. Chang, Weibo Liu, Xiaohui Liu
2025	J	`jnl`	A comprehensive survey on domain adaptation for intelligent fault diagnosis. Knowl. Based Syst. Chuang Wang, Zidong Wang, Qingqiang Liu, Hongli Dong, Weibo Liu, Xiaohui Liu
2025	J	`jnl`	DAF-DETR: A dynamic adaptation feature transformer for enhanced object detection in unmanned aerial vehicles. Knowl. Based Syst. Baoye Song, Shihao Zhao, Zidong Wang, Weibo Liu, Xiaohui Liu
2025	J	`jnl`	Fusionformer: A Novel Adversarial Transformer Utilizing Fusion Attention for Multivariate Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. Chuang Wang, Zidong Wang, Hongli Dong, Stanislao Lauria, Weibo Liu, Yiming Wang, Futra Fadzil, Xiaohui Liu
2025	J	`jnl`	Joint State and Unknown Input Estimation for a Class of Artificial Neural Networks With Sensor Resolution: An Encoding-Decoding Mechanism. IEEE Trans. Neural Networks Learn. Syst. Yuxuan Shen, Zidong Wang, Hongli Dong, Hongjian Liu, Xiaohui Liu
2025	J	`jnl`	LW-DETR: a lightweight transformer-based object detection algorithm for efficient railway crossing surveillance. Complex Intell. Syst. Baoye Song, Shihao Zhao, Zidong Wang, Jianyu Chen, Weibo Liu, Xiaohui Liu
2025	J	`jnl`	Learning deep feature representations for multi-modal MR brain tumor segmentation. Neurocomputing Tongxue Zhou, Zheng Wang, Xiaohui Liu, Weibo Liu, Shan Zhu
2025	J	`jnl`	Multiple Influences Maximization Under Dynamic Link Strength in Multi-Agent Systems: The Competitive and Cooperative Cases. IEEE Trans. Neural Networks Learn. Syst. Mincan Li, Zidong Wang, Simon J. E. Taylor, Kenli Li, Xiangke Liao, Xiaohui Liu
2025	J	`jnl`	YOLO-ELWNet: A lightweight object detection network. Neurocomputing Baoye Song, Jianyu Chen, Weibo Liu, Jingzhong Fang, Yani Xue, Xiaohui Liu
2024	J	`jnl`	A New Particle Swarm Optimization Algorithm for Outlier Detection: Industrial Data Clustering in Wire Arc Additive Manufacturing. IEEE Trans Autom. Sci. Eng. Jingzhong Fang, Zidong Wang, Weibo Liu, Stanislao Lauria, Nianyin Zeng, Camilo Prieto, Fredrik Sikström, Xiaohui Liu
2024	J	`jnl`	A Review on Transferability Estimation in Deep Transfer Learning. IEEE Trans. Artif. Intell. Yihao Xue, Rui Yang, Xiaohan Chen, Weibo Liu, Zidong Wang, Xiaohui Liu
2024	J	`jnl`	A new particle-swarm-optimization-assisted deep transfer learning framework with applications to outlier detection in additive manufacturing. Eng. Appl. Artif. Intell. Jingzhong Fang, Zidong Wang, Weibo Liu, Linwei Chen, Xiaohui Liu
2024	J	`jnl`	An optimized CNN-BiLSTM network for bearing fault diagnosis under multiple working conditions with limited training samples. Neurocomputing Baoye Song, Yiyan Liu, Jingzhong Fang, Weibo Liu, Maiying Zhong, Xiaohui Liu
2024	J	`jnl`	Bearing fault diagnosis via fusing small samples and training multi-state Siamese neural networks. Neurocomputing Chuanbo Wen, Yipeng Xue, Weibo Liu, Guochu Chen, Xiaohui Liu
2024	J	`jnl`	Deep Learning in Virtual Try-On: A Comprehensive Survey. IEEE Access Tasin Islam, Alina Dana Miron, Xiaohui Liu, Yongmin Li
2024	J	`jnl`	Dynamic Fashion Video Synthesis from Static Imagery. Future Internet Tasin Islam, Alina Dana Miron, Xiaohui Liu, Yongmin Li
2024	J	`jnl`	Electrode Domain Adaptation Network: Minimizing the Difference Across Electrodes in Single-Source to Single-Target Motor Imagery Classification. IEEE Trans. Emerg. Top. Comput. Intell. Zhige Chen, Rui Yang, Mengjie Huang, Zidong Wang, Xiaohui Liu
2024	J	`jnl`	Image-based virtual try-on: Fidelity and simplification. Signal Process. Image Commun. Tasin Islam, Alina Dana Miron, Xiaohui Liu, Yongmin Li
2024	J	`jnl`	StyleVTON: A multi-pose virtual try-on with identity and clothing detail preservation. Neurocomputing Tasin Islam, Alina Dana Miron, Xiaohui Liu, Yongmin Li
2024	J	`jnl`	Subband Cascaded CSP-Based Deep Transfer Learning for Cross-Subject Lower Limb Motor Imagery Classification. IEEE Trans. Cogn. Dev. Syst. Mingnan Wei, Rui Yang, Mengjie Huang, Jiaying Ni, Zidong Wang, Xiaohui Liu
2024	J	`jnl`	Transforming Digital Marketing with Generative AI. Comput. Tasin Islam, Alina Dana Miron, Monomita Nandy, Jyoti Choudrie, Xiaohui Liu, Yongmin Li
2023	J	`jnl`	A swarm optimizer with attention-based particle sampling and learning for large scale optimization. J. Ambient Intell. Humaniz. Comput. Mengmeng Sheng, Zidong Wang, Weibo Liu, Xi Wang, Shengyong Chen, Xiaohui Liu
2023	J	`jnl`	A unified approach to designing sequence-based personalized food recommendation systems: tackling dynamic user behaviors. Int. J. Mach. Learn. Cybern. Jieyu Zhang, Zidong Wang, Weibo Liu, Xiaohui Liu, Qiusheng Zheng
2023	J	`jnl`	Adaptive Set-Membership State Estimation for Nonlinear Systems Under Bit Rate Allocation Mechanism: A Neural-Network-Based Approach. IEEE Trans. Neural Networks Learn. Syst. Kaiqun Zhu, Zidong Wang, Guoliang Wei, Xiaohui Liu
2023	J	`jnl`	Constraint-Induced Symmetric Nonnegative Matrix Factorization for Accurate Community Detection. Inf. Fusion Zhigang Liu, Xin Luo, Zidong Wang, Xiaohui Liu
2023	J	`jnl`	Cost-sensitive learning with modified Stein loss function. Neurocomputing Saiji Fu, Yingjie Tian, Jingjing Tang, Xiaohui Liu
2023	J	`jnl`	Differentiable channel pruning guided via attention mechanism: a novel neural network pruning approach. Complex Intell. Syst. Hanjing Cheng, Zidong Wang, Lifeng Ma, Zhihui Wei, Fawaz E. Alsaadi, Xiaohui Liu
2023	J	`jnl`	FashionFlow: Leveraging Diffusion Models for Dynamic Fashion Video Synthesis from Static Imagery. CoRR Tasin Islam, Alina Dana Miron, Xiaohui Liu, Yongmin Li
2023	J	`jnl`	IFRN: Insensitive feature removal network for zero-shot mechanical fault diagnosis across fault severity. Neurocomputing Ziqi Liu, Rui Yang, Weibo Liu, Xiaohui Liu
2023	J	`jnl`	Influence Maximization in Multiagent Systems by a Graph Embedding Method: Dealing With Probabilistically Unstable Links. IEEE Trans. Cybern. Mincan Li, Zidong Wang, Qing-Long Han, Simon J. E. Taylor, Kenli Li, Xiangke Liao, Xiaohui Liu
2022	J	`jnl`	A Dynamic Neighborhood-Based Switching Particle Swarm Optimization Algorithm. IEEE Trans. Cybern. Nianyin Zeng, Zidong Wang, Weibo Liu, Hong Zhang, Kate Hone, Xiaohui Liu
2022	J	`jnl`	A Small-Sized Object Detection Oriented Multi-Scale Feature Fusion Approach With Application to Defect Detection. IEEE Trans. Instrum. Meas. Nianyin Zeng, Peishu Wu, Zidong Wang, Han Li, Weibo Liu, Xiaohui Liu
2022	J	`jnl`	A differential evolution with adaptive neighborhood mutation and local search for multi-modal optimization. Neurocomputing Mengmeng Sheng, Shengyong Chen, Weibo Liu, Jiafa Mao, Xiaohui Liu
2022	J	`jnl`	A particle swarm optimizer with multi-level population sampling and dynamic Knowl. Based Syst. Mengmeng Sheng, Zidong Wang, Weibo Liu, Xi Wang, Shengyong Chen, Xiaohui Liu
2022	J	`jnl`	An Effective and Efficient Evolutionary Algorithm for Many-Objective Optimization. CoRR Yani Xue, Miqing Li, Xiaohui Liu
2022	J	`jnl`	An effective and efficient evolutionary algorithm for many-objective optimization. Inf. Sci. Yani Xue, Miqing Li, Xiaohui Liu
2022	J	`jnl`	An improved generative adversarial network with modified loss function for crack detection in electromagnetic nondestructive testing. Complex Intell. Syst. Lulu Tian, Zidong Wang, Weibo Liu, Yuhua Cheng, Fuad E. Alsaadi, Xiaohui Liu
2022	—	`conf`	Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach. ICCS (3) Yani Xue, Miqing Li, Hamid Arabnejad, Diana Suleimenova, Alireza Jahani, Bernhard C. Geiger, Zidong Wang, Xiaohui Liu, Derek Groen
2022	J	`jnl`	Empower parameterized generative adversarial networks using a novel particle swarm optimizer: algorithms and applications. Int. J. Mach. Learn. Cybern. Lulu Tian, Zidong Wang, Weibo Liu, Yuhua Cheng, Fuad E. Alsaadi, Xiaohui Liu
2022	J	`jnl`	Explainable AI techniques with application to NBA gameplay prediction. Neurocomputing Yuanchen Wang, Weibo Liu, Xiaohui Liu
2022	J	`jnl`	Many-objective optimization meets recommendation systems: A food recommendation scenario. Neurocomputing Jieyu Zhang, Miqing Li, Weibo Liu, Stanislao Lauria, Xiaohui Liu
2022	J	`jnl`	On Adaptive Learning Framework for Deep Weighted Sparse Autoencoder: A Multiobjective Evolutionary Algorithm. IEEE Trans. Cybern. Hanjing Cheng, Zidong Wang, Zhihui Wei, Lifeng Ma, Xiaohui Liu
2022	J	`jnl`	Recent advances on loss functions in deep learning for computer vision. Neurocomputing Yingjie Tian, Duo Su, Stanislao Lauria, Xiaohui Liu
2022	C	`conf`	SVTON: Simplified Virtual Try-On. ICMLA Tasin Islam, Alina Dana Miron, Xiaohui Liu, Yongmin Li
2022	J	`jnl`	Sensor Fault Estimation for Nonlinear Complex Networks With Time Delays Under Saturated Innovations: A Binary Encoding Scheme. IEEE Trans. Netw. Sci. Eng. Nan Hou, Zidong Wang, Hongli Dong, Jun Hu, Xiaohui Liu
2021	J	`jnl`	A Hybrid Model- and Memory-Based Collaborative Filtering Algorithm for Baseline Data Prediction of Friedreich's Ataxia Patients. IEEE Trans. Ind. Informatics Wenbin Yue, Zidong Wang, Bo Tian, Mark Pook, Xiaohui Liu
2021	J	`jnl`	A New GAN-Based Approach to Data Augmentation and Image Segmentation for Crack Detection in Thermal Imaging Tests. Cogn. Comput. Lulu Tian, Zidong Wang, Weibo Liu, Yuhua Cheng, Fuad E. Alsaadi, Xiaohui Liu
2021	J	`jnl`	A Novel Sigmoid-Function-Based Adaptive Weighted Particle Swarm Optimizer. IEEE Trans. Cybern. Weibo Liu, Zidong Wang, Yuan Yuan, Nianyin Zeng, Kate Hone, Xiaohui Liu
2021	J	`jnl`	A PSO-based deep learning approach to classifying patients from emergency departments. Int. J. Mach. Learn. Cybern. Weibo Liu, Zidong Wang, Nianyin Zeng, Fuad E. Alsaadi, Xiaohui Liu
2021	J	`jnl`	A novel randomised particle swarm optimizer. Int. J. Mach. Learn. Cybern. Weibo Liu, Zidong Wang, Nianyin Zeng, Yuan Yuan, Fuad E. Alsaadi, Xiaohui Liu
2021	J	`jnl`	A review on transfer learning in EEG signal analysis. Neurocomputing Zitong Wan, Rui Yang, Mengjie Huang, Nianyin Zeng, Xiaohui Liu
2021	J	`jnl`	An N-State Markovian Jumping Particle Swarm Optimization Algorithm. IEEE Trans. Syst. Man Cybern. Syst. Izaz Ur Rahman, Zidong Wang, Weibo Liu, Baoliu Ye, Muhammad Zakarya, Xiaohui Liu
2021	J	`jnl`	An Overview of Recommendation Techniques and Their Applications in Healthcare. IEEE CAA J. Autom. Sinica Wenbin Yue, Zidong Wang, Jieyu Zhang, Xiaohui Liu
2021	J	`jnl`	An optimally weighted user- and item-based collaborative filtering approach to predicting baseline data for Friedreich's Ataxia patients. Neurocomputing Wenbin Yue, Zidong Wang, Weibo Liu, Bo Tian, Stanislao Lauria, Xiaohui Liu
2021	J	`jnl`	Communication-protocol-based analysis and synthesis of networked systems: progress, prospects and challenges. Int. J. Syst. Sci. Lei Zou, Zidong Wang, Jun Hu, Yurong Liu, Xiaohui Liu
2021	J	`jnl`	Deep-reinforcement-learning-based images segmentation for quantitative analysis of gold immunochromatographic strip. Neurocomputing Nianyin Zeng, Han Li, Zidong Wang, Weibo Liu, Songming Liu, Fuad E. Alsaadi, Xiaohui Liu
2021	J	`jnl`	Melt pool segmentation for additive manufacturing: A generative adversarial network approach. Comput. Electr. Eng. Weibo Liu, Zidong Wang, Lulu Tian, Stanislao Lauria, Xiaohui Liu
2021	J	`jnl`	Multi-task Pruning via Filter Index Sharing: A Many-Objective Optimization Approach. Cogn. Comput. Hanjing Cheng, Zidong Wang, Lifeng Ma, Xiaohui Liu, Zhihui Wei
2021	J	`jnl`	Nonfragile H IEEE Trans. Neural Networks Learn. Syst. Di Zhao, Zidong Wang, Guoliang Wei, Xiaohui Liu
2021	J	`jnl`	Set-Membership Filtering Subject to Impulsive Measurement Outliers: A Recursive Algorithm. IEEE CAA J. Autom. Sinica Lei Zou, Zidong Wang, Hang Geng, Xiaohui Liu
2021	J	`jnl`	Task Allocation on Layered Multiagent Systems: When Evolutionary Many-Objective Optimization Meets Deep Q-Learning. IEEE Trans. Evol. Comput. Mincan Li, Zidong Wang, Kenli Li, Xiangke Liao, Kate Hone, Xiaohui Liu
2020	J	`jnl`	A Collaborative-Filtering-Based Data Collection Strategy for Friedreich's Ataxia. Cogn. Comput. Wenbin Yue, Zidong Wang, Bo Tian, Annette M. Payne, Xiaohui Liu
2020	B	`conf`	Angle-Based Crowding Degree Estimation for Many-Objective Optimization. IDA Yani Xue, Miqing Li, Xiaohui Liu
2020	J	`jnl`	Deep Convolution and Correlated Manifold Embedded Distribution Alignment for Forest Fire Smoke Prediction. Comput. Informatics Yaoli Wang, Xiaohui Liu, Maozhen Li, Wenxia Di, Lipo Wang
2020	J	`jnl`	Event-Triggered Recursive Filtering for Shift-Varying Linear Repetitive Processes. IEEE Trans. Cybern. Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
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`	Recursive distributed filtering for two-dimensional shift-varying systems over sensor networks under stochastic communication protocols. Autom. Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
2020	J	`jnl`	Recursive state estimation for two-dimensional shift-varying systems with random parameter perturbation and dynamical bias. Autom. Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
2020	J	`jnl`	Robust Finite-Horizon Filtering for 2-D Systems With Randomly Varying Sensor Delays. IEEE Trans. Syst. Man Cybern. Syst. Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
2019	J	`jnl`	$H_{\infty}$ State Estimation for Discrete-Time Nonlinear Singularly Perturbed Complex Networks Under the Round-Robin Protocol. IEEE Trans. Neural Networks Learn. Syst. Xiongbo Wan, Zidong Wang, Min Wu, Xiaohui Liu
2019	—	`conf`	A Deep Learning Approach for Classifying Patient Attendance Disposal from Emergency Departments. ICCA Weibo Liu, Zidong Wang, Liang Hu, Xiaohui Liu
2019	J	`jnl`	A Novel Particle Swarm Optimization Approach for Patient Clustering From Emergency Departments. IEEE Trans. Evol. Comput. Weibo Liu, Zidong Wang, Xiaohui Liu, Nianyin Zeng, David Bell
2019	J	`jnl`	A novel aggregation-based dominance for Pareto-based evolutionary algorithms to configure software product lines. Neurocomputing Yani Xue, Miqing Li, Martin J. Shepperd, Stasha Lauria, Xiaohui Liu
2019	J	`jnl`	Automatic Annotation of Retinal Layers in Optical Coherence Tomography Images. J. Medical Syst. Bashir Isa Dodo, Yongmin Li, Khalid Eltayef, Xiaohui Liu
2019	J	`jnl`	LGND: a new method for multi-class novelty detection. Neural Comput. Appl. Jingjing Tang, Yingjie Tian, Xiaohui Liu
2019	—	`conf`	Level Set Segmentation of Retinal OCT Images. BIOIMAGING Bashir I. Dodo, Yongmin Li, Xiaohui Liu, Muhammad Isa Dodo
2019	J	`jnl`	Minimum-Variance Recursive Filtering for Two-Dimensional Systems With Degraded Measurements: Boundedness and Monotonicity. IEEE Trans. Autom. Control. Jinling Liang, Fan Wang, Zidong Wang, Xiaohui Liu
2019	J	`jnl`	Resilient State Estimation for 2-D Time-Varying Systems With Redundant Channels: A Variance-Constrained Approach. IEEE Trans. Cybern. Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
2019	J	`jnl`	Retinal Layer Segmentation in Optical Coherence Tomography Images. IEEE Access Bashir Isa Dodo, Yongmin Li, Djibril Kaba, Xiaohui Liu
2019	B	`conf`	Retinal OCT Segmentation Using Fuzzy Region Competition and Level Set Methods. CBMS Bashir I. Dodo, Yongmin Li, Allan Tucker, Djibril Kaba, Xiaohui Liu
2019	—	`conf`	Simultaneous Segmentation of Retinal OCT Images Using Level Set. BIOSTEC (Selected Papers) Bashir Isa Dodo, Yongmin Li, Muhammad Isa Dodo, Xiaohui Liu
2018	J	`jnl`	A Variance-Constrained Approach to Recursive Filtering for Nonlinear 2-D Systems With Measurement Degradations. IEEE Trans. Cybern. Fan Wang, Jinling Liang, Zidong Wang, Xiaohui Liu
2018	J	`jnl`	Event-Triggered H IEEE Trans. Neural Networks Learn. Syst. Hongjian Liu, Zidong Wang, Bo Shen, Xiaohui Liu
2018	J	`jnl`	Event-based input and state estimation for linear discrete time-varying systems. Int. J. Control Liang Hu, Zidong Wang, Qing-Long Han, Xiaohui Liu
2018	—	`conf`	Graph-Cut Segmentation of Retinal Layers from OCT Images. BIOIMAGING Bashir I. Dodo, Yongmin Li, Khalid Eltayef, Xiaohui Liu
2018	J	`jnl`	Improved multi-view privileged support vector machine. Neural Networks Jingjing Tang, Yingjie Tian, Xiaohui Liu, Dewei Li, Jia Lv, Gang Kou
2018	—	`conf`	Min-Cut Segmentation of Retinal OCT Images. BIOSTEC (Selected Papers) Bashir Isa Dodo, Yongmin Li, Khalid Eltayef, Xiaohui Liu
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`	Multiview Privileged Support Vector Machines. IEEE Trans. Neural Networks Learn. Syst. Jingjing Tang, Yingjie Tian, Peng Zhang, Xiaohui Liu
2018	J	`jnl`	Predicting gene expression from genome wide protein binding profiles. Neurocomputing Mohsina Mahmuda Ferdous, Yanchun Bao, Veronica Vinciotti, Xiaohui Liu, Paul Wilson
2018	J	`jnl`	Resilient Filtering for Linear Time-Varying Repetitive Processes Under Uniform Quantizations and Round-Robin Protocols. IEEE Trans. Circuits Syst. I Regul. Pap. Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
2018	J	`jnl`	Robust Kalman filtering for two-dimensional systems with multiplicative noises and measurement degradations: The finite-horizon case. Autom. Jinling Liang, Fan Wang, Zidong Wang, Xiaohui Liu
2018	J	`jnl`	State estimation under false data injection attacks: Security analysis and system protection. Autom. Liang Hu, Zidong Wang, Qing-Long Han, Xiaohui Liu
2017	—	`conf`	A clustering approach to triage categorization in A&E departments. ICAC Weibo Liu, Zidong Wang, Xiaohui Liu, Wenbin Yue, David Bell
2017	J	`jnl`	A survey of deep neural network architectures and their applications. Neurocomputing Weibo Liu, Zidong Wang, Xiaohui Liu, Nianyin Zeng, Yurong Liu, Fuad E. Alsaadi
2017	J	`jnl`	A theoretical 2D image model for locating 3D targets. Int. J. Comput. Math. Jiafa Mao, Gang Xiao, Weiguo Sheng, Tasawar Hayat, Xiaohui Liu
2017	—	`conf`	Detecting Non-lambertian Materials in Video. VISIGRAPP (4: VISAPP) Seyed Mahdi Javadi, Yongmin Li, Xiaohui Liu
2017	J	`jnl`	Examining the moderating effect of individual-level cultural values on users' acceptance of E-learning in developing countries: a structural equation modeling of an extended technology acceptance model. Interact. Learn. Environ. Ali Tarhini, Kate S. Hone, Xiaohui Liu, Takwa Tarhini
2017	B	`conf`	Lesion Segmentation in Dermoscopy Images Using Particle Swarm Optimization and Markov Random Field. CBMS Khalid Eltayef, Yongmin Li, Xiaohui Liu
2017	—	`conf`	Recursive filtering for two-dimensional systems with missing measurements subject to uncertain probabilities. ICAC Fan Wang, Jinling Liang, Xiaohui Liu
2017	B	`conf`	Retinal OCT Image Segmentation Using Fuzzy Histogram Hyperbolization and Continuous Max-Flow. CBMS Bashir I. Dodo, Yongmin Li, Xiaohui Liu
2017	B	`conf`	Skin Cancer Detection in Dermoscopy Images Using Sub-Region Features. IDA Khalid Eltayef, Yongmin Li, Bashir I. Dodo, Xiaohui Liu
2017	J	`jnl`	State Estimation for Discrete-Time Dynamical Networks With Time-Varying Delays and Stochastic Disturbances Under the Round-Robin Protocol. IEEE Trans. Neural Networks Learn. Syst. Lei Zou, Zidong Wang, Huijun Gao, Xiaohui Liu
2016	J	`jnl`	A Constrained Optimization Approach to Dynamic State Estimation for Power Systems Including PMU and Missing Measurements. IEEE Trans. Control. Syst. Technol. Liang Hu, Zidong Wang, Izaz Ur Rahman, Xiaohui Liu
2016	B	`conf`	Comparing Test and Production Code Quality in a Large Commercial Multicore System. SEAA Steve Counsell, Giuseppe Destefanis, Xiaohui Liu, Sigrid Eldh, Andreas Ermedahl, Kenneth Andersson
2016	J	`jnl`	Dynamic State Estimation of Power Systems With Quantization Effects: A Recursive Filter Approach. IEEE Trans. Neural Networks Learn. Syst. Liang Hu, Zidong Wang, Xiaohui Liu
2016	J	`jnl`	Evolutionary Multi-Objective Workflow Scheduling in Cloud. IEEE Trans. Parallel Distributed Syst. Zhaomeng Zhu, Gongxuan Zhang, Miqing Li, Xiaohui Liu
2016	—	`conf`	H∞ state estimation for time-varying networks with probabilistic delay in measurements. ICAC Fan Wang, Jinling Liang, Xiaohui Liu
2016	J	`jnl`	Multi-objective optimisation for regression testing. Inf. Sci. Wei Zheng, Robert M. Hierons, Miqing Li, Xiaohui Liu, Veronica Vinciotti
2016	J	`jnl`	Pareto or Non-Pareto: Bi-Criterion Evolution in Multiobjective Optimization. IEEE Trans. Evol. Comput. Miqing Li, Shengxiang Yang, Xiaohui Liu
2016	J	`jnl`	Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors. Inf. Sci. Juanying Xie, Hongchao Gao, Weixin Xie, Xiaohui Liu, Philip W. Grant
2016	J	`jnl`	Robust filtering for a class of nonlinear stochastic systems with probability constraints. Autom. Remote. Control. Lifeng Ma, Zidong Wang, Hak-Keung Lam, Fuad E. Alsaadi, Xiaohui Liu
2016	J	`jnl`	SIP: Optimal Product Selection from Feature Models Using Many-Objective Evolutionary Optimization. ACM Trans. Softw. Eng. Methodol. Robert M. Hierons, Miqing Li, Xiaohui Liu, Sergio Segura, Wei Zheng
2016	J	`jnl`	Structural nonparallel support vector machine for pattern recognition. Pattern Recognit. Dandan Chen, Yingjie Tian, Xiaohui Liu
2015	—	`conf`	A 3D occlusion tracking Model of the underwater fish targets. EIT Jiafa Mao, Gang Xiao, Weiguo Sheng, Xiaohui Liu
2015	A	`conf`	A Performance Comparison Indicator for Pareto Front Approximations in Many-Objective Optimization. GECCO Miqing Li, Shengxiang Yang, Xiaohui Liu
2015	J	`jnl`	A cross-cultural examination of the impact of social, organisational and individual factors on educational technology acceptance between British and Lebanese university students. Br. J. Educ. Technol. Ali Tarhini, Kate S. Hone, Xiaohui Liu
2015	J	`jnl`	An Integrated Approach to Global Synchronization and State Estimation for Nonlinear Singularly Perturbed Complex Networks. IEEE Trans. Cybern. Chenxiao Cai, Zidong Wang, Jing Xu, Xiaohui Liu, Fuad E. Alsaadi
2015	—	`conf`	An exploration of the 'introduce explaining variable' refactoring. XP Workshops Steve Counsell, Xiaohui Liu, Steve Swift, Jim Buckley, Michael English, Sebastian Herold, Sigrid Eldh, Andreas Ermedahl
2015	—	`conf`	Automated Layer Segmentation of 3D Macular Images Using Hybrid Methods. ICIG (1) Chuang Wang, Yaxing Wang, Djibril Kaba, Zidong Wang, Xiaohui Liu, Yongmin Li
2015	J	`jnl`	Bi-goal evolution for many-objective optimization problems. Artif. Intell. Miqing Li, Shengxiang Yang, Xiaohui Liu
2015	J	`jnl`	Event-Triggered State Estimation for Complex Networks With Mixed Time Delays via Sampled Data Information: The Continuous-Time Case. IEEE Trans. Cybern. Lei Zou, Zidong Wang, Huijun Gao, Xiaohui Liu
2015	—	`conf`	Exploring the Link Between Gene Expression and Protein Binding by Integrating mRNA Microarray and ChIP-Seq Data. SLDS Mohsina Mahmuda Ferdous, Veronica Vinciotti, Xiaohui Liu, Paul Wilson
2015	J	`jnl`	H Neurocomputing Jie Zhang, Zidong Wang, Derui Ding, Xiaohui Liu
2015	J	`jnl`	H∞ control for 2-D time-delay systems with randomly occurring nonlinearities under sensor saturation and missing measurements. J. Frankl. Inst. Jinling Liang, Zidong Wang, Xiaohui Liu
2015	J	`jnl`	Non-fragile H Neurocomputing Weijian Ren, Nan Hou, Qiong Wang, Yang Lu, Xiaohui Liu
2015	J	`jnl`	Parameter estimation of Takagi-Sugeno fuzzy system using heterogeneous cuckoo search algorithm. Neurocomputing Xueming Ding, Zhenkai Xu, Ngaam J. Cheung, Xiaohui Liu
2015	—	`conf`	Re-visiting the 'Maintainability Index' Metric from an Object-Oriented Perspective. EUROMICRO-SEAA Steve Counsell, Xiaohui Liu, Sigrid Eldh, Roberto Tonelli, Michele Marchesi, Giulio Concas, Alessandro Murgia
2015	—	`conf`	Segmentation of Intra-retinal Layers in 3D Optic Nerve Head Images. ICIG (3) Chuang Wang, Yaxing Wang, Djibril Kaba, Haogang Zhu, You Lv, Zidong Wang, Xiaohui Liu, Yongmin Li
2015	—	`conf`	Test and Production Classes of an Industrial C# System: A Refactoring and Fault Perspective. EUROMICRO-SEAA Matt Gatrell, Steve Counsell, Steve Swift, Robert M. Hierons, Xiaohui Liu
2014	B	`conf`	A test problem for visual investigation of high-dimensional multi-objective search. IEEE Congress on Evolutionary Computation Miqing Li, Shengxiang Yang, Xiaohui Liu
2014	J	`jnl`	Diversity Comparison of Pareto Front Approximations in Many-Objective Optimization. IEEE Trans. Cybern. Miqing Li, Shengxiang Yang, Xiaohui Liu
2014	J	`jnl`	ETEA: A Euclidean Minimum Spanning Tree-Based Evolutionary Algorithm for Multi-Objective Optimization. Evol. Comput. Miqing Li, Shengxiang Yang, Jinhua Zheng, Xiaohui Liu
2014	J	`jnl`	Evolutionary Algorithms With Segment-Based Search for Multiobjective Optimization Problems. IEEE Trans. Cybern. Miqing Li, Shengxiang Yang, Ke Li, Xiaohui Liu
2014	J	`jnl`	Image-Based Quantitative Analysis of Gold Immunochromatographic Strip via Cellular Neural Network Approach. IEEE Trans. Medical Imaging Nianyin Zeng, Zidong Wang, Bachar Zineddin, Yurong Li, Min Du, Liang Xiao, Xiaohui Liu, Terry Young
2014	J	`jnl`	Nonparallel Support Vector Machines for Pattern Classification. IEEE Trans. Cybern. Yingjie Tian, Zhiquan Qi, Xuchan Ju, Yong Shi, Xiaohui Liu
2014	J	`jnl`	Optimal guaranteed cost control of a class of hybrid systems with mode-dependent mixed time delays. Int. J. Syst. Sci. Yurong Liu, Yamin Wang, Xinquan Zhu, Xiaohui Liu
2014	J	`jnl`	Retinal blood vessels extraction using probabilistic modelling. Health Inf. Sci. Syst. Djibril Kaba, Chuang Wang, Yongmin Li, Ana G. Salazar-Gonzalez, Xiaohui Liu, Ahmed Serag
2014	J	`jnl`	Robust state estimation for two-dimensional stochastic time-delay systems with missing measurements and sensor saturation. Multidimens. Syst. Signal Process. Jinling Liang, Zidong Wang, Xiaohui Liu
2014	J	`jnl`	Segmentation of the Blood Vessels and Optic Disk in Retinal Images. IEEE J. Biomed. Health Informatics Ana G. Salazar-Gonzalez, Djibril Kaba, Yongmin Li, Xiaohui Liu
2014	J	`jnl`	Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization. IEEE Trans. Evol. Comput. Miqing Li, Shengxiang Yang, Xiaohui Liu
2014	J	`jnl`	The effects of individual differences on e-learning users' behaviour in developing countries: A structural equation model. Comput. Hum. Behav. Ali Tarhini, Kate S. Hone, Xiaohui Liu
2014	J	`jnl`	cDNA microarray adaptive segmentation. Neurocomputing Zidong Wang, Bachar Zineddin, Jinling Liang, Nianyin Zeng, Yurong Li, Min Du, Jie Cao, Xiaohui Liu
2013	C	`conf`	A Comparative Study on Evolutionary Algorithms for Many-Objective Optimization. EMO Miqing Li, Shengxiang Yang, Xiaohui Liu, Ruimin Shen
2013	J	`jnl`	A Grid-Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. Shengxiang Yang, Miqing Li, Xiaohui Liu, Jinhua Zheng
2013	—	`conf`	A constrained optimization approach to dynamic state estimation for power systems including PMU measurements. ICAC Zidong Wang, Liang Hu, Izaz Ur Rahman, Xiaohui Liu
2013	J	`jnl`	A novel neural network approach to cDNA microarray image segmentation. Comput. Methods Programs Biomed. Zidong Wang, Bachar Zineddin, Jinling Liang, Nianyin Zeng, Yurong Li, Min Du, Jie Cao, Xiaohui Liu
2013	J	`jnl`	Asymptotic stability of bidirectional associative memory neural networks with time-varying delays via delta operator approach. Neurocomputing Zhengli Zhao, Fangzhou Liu, Xiaochen Xie, Xiaohui Liu, Zhenmin Tang
2013	J	`jnl`	Effects-based feature identification for network intrusion detection. Neurocomputing Panos Louvieris, Natalie Clewley, Xiaohui Liu
2013	J	`jnl`	Extending twin support vector machine classifier for multi-category classification problems. Intell. Data Anal. Juanying Xie, Kate S. Hone, Weixin Xie, Xinbo Gao, Yong Shi, Xiaohui Liu
2013	C	`ed.`	Health Information Science - Second International Conference, HIS 2013, London, UK, March 25-27, 2013. Proceedings HIS Guangyan Huang, Xiaohui Liu, Jing He, Frank Klawonn, Guiqing Yao
2013	C	`conf`	IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II. EMO Miqing Li, Shengxiang Yang, Xiaohui Liu, Kang Wang
2013	J	`jnl`	Investigating attributes affecting the performance of WBI users. Comput. Educ. Rana A. Alhajri, Steve Counsell, Xiaohui Liu
2013	J	`jnl`	Modeling Throughput of Emergency Departments via Time Series: An Expectation Maximization Algorithm. ACM Trans. Manag. Inf. Syst. Zidong Wang, Julie Eatock, Sally I. McClean, Dongmei Liu, Xiaohui Liu, Terry Young
2013	C	`conf`	Segmentation of Retinal Blood Vessels Using Gaussian Mixture Models and Expectation Maximisation. HIS Djibril Kaba, Ana G. Salazar-Gonzalez, Yongmin Li, Xiaohui Liu, Ahmed Serag
2013	J	`jnl`	Synchronization of Coupled Neutral-Type Neural Networks With Jumping-Mode-Dependent Discrete and Unbounded Distributed Delays. IEEE Trans. Cybern. Yurong Liu, Zidong Wang, Jinling Liang, Xiaohui Liu
2013	—	`conf`	The Role of Text Pre-processing in Sentiment Analysis. ITQM Emma Haddi, Xiaohui Liu, Yong Shi
2013	J	`jnl`	Time Series Modeling of Nano-Gold Immunochromatographic Assay via Expectation Maximization Algorithm. IEEE Trans. Biomed. Eng. Nianyin Zeng, Zidong Wang, Yurong Li, Min Du, Jie Cao, Xiaohui Liu
2013	J	`jnl`	Two-stage hybrid feature selection algorithms for diagnosing erythemato-squamous diseases. Health Inf. Sci. Syst. Juanying Xie, Jinhu Lei, Weixin Xie, Yong Shi, Xiaohui Liu
2013	—	`conf`	User Acceptance Towards Web-based Learning Systems: Investigating the Role of Social, Organizational and Individual Factors in European Higher Education. ITQM Ali Tarhini, Kate S. Hone, Xiaohui Liu
2012	J	`jnl`	A Hybrid EKF and Switching PSO Algorithm for Joint State and Parameter Estimation of Lateral Flow Immunoassay Models. IEEE ACM Trans. Comput. Biol. Bioinform. Nianyin Zeng, Zidong Wang, Yurong Li, Min Du, Xiaohui Liu
2012	C	`conf`	An Association Rule Analysis Framework for Complex Physiological and Genetic Data. HIS Jing He, Yanchun Zhang, Guangyan Huang, Yefei Xin, Xiaohui Liu, Hao Lan Zhang, Stanley Chiang, Hailun Zhang
2012	J	`jnl`	Distributed state estimation in sensor networks with randomly occurring nonlinearities subject to time delays. ACM Trans. Sens. Networks Jinling Liang, Zidong Wang, Bo Shen, Xiaohui Liu
2012	J	`jnl`	H Autom. Zidong Wang, Bo Shen, Xiaohui Liu
2012	C	`ed.`	Health Information Science - First International Conference, HIS 2012, Beijing, China, April 8-10, 2012. Proceedings HIS Jing He, Xiaohui Liu, Elizabeth A. Krupinski, Guandong Xu
2012	J	`jnl`	Mammogram retrieval on similar mass lesions. Comput. Methods Programs Biomed. Chia-Hung Wei, Sherry Y. Chen, Xiaohui Liu
2012	C	`conf`	Novel Hybrid Feature Selection Algorithms for Diagnosing Erythemato-Squamous Diseases. HIS Juanying Xie, Jinhu Lei, Weixin Xie, Xinbo Gao, Yong Shi, Xiaohui Liu
2012	J	`jnl`	Robust Synchronization for 2-D Discrete-Time Coupled Dynamical Networks. IEEE Trans. Neural Networks Learn. Syst. Jinling Liang, Zidong Wang, Xiaohui Liu, Panos Louvieris
2012	J	`jnl`	Sampled-Data Synchronization Control of Dynamical Networks With Stochastic Sampling. IEEE Trans. Autom. Control. Bo Shen, Zidong Wang, Xiaohui Liu
2012	J	`jnl`	Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays. Neurocomputing Yurong Liu, Zidong Wang, Xiaohui Liu
2012	J	`jnl`	State Estimation for Discrete-Time Neural Networks with Markov-Mode-Dependent Lower and Upper Bounds on the Distributed Delays. Neural Process. Lett. Yurong Liu, Zidong Wang, Xiaohui Liu
2012	—	`conf`	Visualization of high throughput biological data. ITI Leishi Zhang, Jasna Kuljis, Xiaohui Liu
2011	J	`jnl`	A Stochastic Sampled-Data Approach to Distributed H IEEE Trans. Circuits Syst. I Regul. Pap. Bo Shen, Zidong Wang, Xiaohui Liu
2011	J	`jnl`	Bounded H IEEE Trans. Neural Networks Bo Shen, Zidong Wang, Xiaohui Liu
2011	J	`jnl`	Cellular Neural Networks, the Navier-Stokes Equation, and Microarray Image Reconstruction. IEEE Trans. Image Process. Bachar Zineddin, Zidong Wang, Xiaohui Liu
2011	J	`jnl`	Distributed State Estimation for Discrete-Time Sensor Networks With Randomly Varying Nonlinearities and Missing Measurements. IEEE Trans. Neural Networks Jinling Liang, Zidong Wang, Xiaohui Liu
2011	J	`jnl`	Identifying user preferences with Wrapper-based Decision Trees. Expert Syst. Appl. Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu
2011	J	`jnl`	Inference of Nonlinear State-Space Models for Sandwich-Type Lateral Flow Immunoassay Using Extended Kalman Filtering. IEEE Trans. Biomed. Eng. Nianyin Zeng, Zidong Wang, Yurong Li, Min Du, Xiaohui Liu
2011	B	`conf`	Intelligent Data Analysis: Keeping Pace with Technological Advances. IDA Xiaohui Liu
2011	J	`jnl`	Mining Learning Preferences in Web-based Instruction: Holists vs. Serialists. J. Educ. Technol. Soc. Natalie Clewley, Sherry Y. Chen, Xiaohui Liu
2011	J	`jnl`	Mining students' learning patterns and performance in Web-based instruction: a cognitive style approach. Interact. Learn. Environ. Sherry Y. Chen, Xiaohui Liu
2011	—	`conf`	Optic disc segmentation by incorporating blood vessel compensation. CIMI Ana G. Salazar-Gonzalez, Yongmin Li, Xiaohui Liu
2010	J	`jnl`	A multi-view approach to cDNA micro-array analysis. Int. J. Comput. Biol. Drug Des. Bachar Zineddin, Zidong Wang, Yong Shi, Yurong Li, Min Du, Xiaohui Liu
2010	J	`jnl`	A niching genetic Soft Comput. Weiguo Sheng, Allan Tucker, Xiaohui Liu
2010	J	`jnl`	A note on control of a class of discrete-time stochastic systems with distributed delays and nonlinear disturbances. Autom. Zidong Wang, Yurong Liu, Guoliang Wei, Xiaohui Liu
2010	—	`conf`	Cellular Neural Networks, Navier-Stokes equation and microarray image reconstruction. BIBM Workshops Bachar Zineddin, Zidong Wang, Xiaohui Liu
2010	J	`jnl`	Cognitive styles and search engine preferences: Field dependence/independence vs holism/serialism. J. Documentation Natalie Clewley, Sherry Y. Chen, Xiaohui Liu
2010	J	`jnl`	Editorial: Data mining for understanding user needs. ACM Trans. Comput. Hum. Interact. Sherry Y. Chen, Robert D. Macredie, Xiaohui Liu, Alistair G. Sutcliffe
2010	J	`jnl`	Exponential Stabilization of a Class of Stochastic System With Markovian Jump Parameters and Mode-Dependent Mixed Time-Delays. IEEE Trans. Autom. Control. Zidong Wang, Yurong Liu, Xiaohui Liu
2010	J	`jnl`	On Passivity and Passification of Stochastic Fuzzy Systems With Delays: The Discrete-Time Case. IEEE Trans. Syst. Man Cybern. Part B Jinling Liang, Zidong Wang, Xiaohui Liu
2010	J	`jnl`	Real-time traffic sign recognition from video by class-specific discriminative features. Pattern Recognit. Andrzej Ruta, Yongmin Li, Xiaohui Liu
2010	C	`conf`	Retinal blood vessel segmentation via graph cut. ICARCV Ana G. Salazar-Gonzalez, Yongmin Li, Xiaohui Liu
2010	J	`jnl`	Robust Class Similarity Measure for Traffic Sign Recognition. IEEE Trans. Intell. Transp. Syst. Andrzej Ruta, Yongmin Li, Xiaohui Liu
2010	J	`jnl`	Robust passivity and passification of stochastic fuzzy time-delay systems. Inf. Sci. Jinling Liang, Zidong Wang, Xiaohui Liu
2010	J	`jnl`	Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delays. Neurocomputing Zidong Wang, Yurong Liu, Xiaohui Liu, Yong Shi
2010	J	`jnl`	The effect of cooling functions on ensemble clustering using simulated annealing. Intell. Data Anal. Jian Li, Stephen Swift, Xiaohui Liu
2009	J	`jnl`	An Extended Kalman Filtering Approach to Modeling Nonlinear Dynamic Gene Regulatory Networks via Short Gene Expression Time Series. IEEE ACM Trans. Comput. Biol. Bioinform. Zidong Wang, Xiaohui Liu, Yurong Liu, Jinling Liang, Veronica Vinciotti
2009	J	`jnl`	Asymptotic stability for neural networks with mixed time-delays: The discrete-time case. Neural Networks Yurong Liu, Zidong Wang, Xiaohui Liu
2009	B	`conf`	Cognitive styles and Web-based Instruction: Field Dependent/Independent vs. Holist/Serialist. SMC Sherry Y. Chen, Natalie Clewley, Xiaohui Liu
2009	—	`ch.`	Decision Tree Applications for Data Modelling. Encyclopedia of Artificial Intelligence Man Wai Lee, Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu
2009	J	`jnl`	Evaluation of a personalized digital library based on cognitive styles: Adaptivity vs. adaptability. Int. J. Inf. Manag. Enrique Frías-Martínez, Sherry Y. Chen, Xiaohui Liu
2009	J	`jnl`	Evaluation of the credibility of internet shopping in the UK. Online Inf. Rev. Natalie Clewley, Sherry Y. Chen, Xiaohui Liu
2009	J	`jnl`	Global Synchronization in an Array of Discrete-Time Neural Networks with Nonlinear Coupling and Time-Varying Delays. Int. J. Neural Syst. Jinling Liang, Zidong Wang, Xiaohui Liu
2009	J	`jnl`	Investigation of users' preferences in interactive multimedia learning systems: a data mining approach. Interact. Learn. Environ. Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu
2009	J	`jnl`	Mining students' behavior in web-based learning programs. Expert Syst. Appl. Man Wai Lee, Sherry Y. Chen, Kyriacos Chrysostomou, Xiaohui Liu
2009	B	`conf`	Multi-Optimisation Consensus Clustering. IDA Jian Li, Stephen Swift, Xiaohui Liu
2009	J	`jnl`	On Global Stability of Delayed BAM Stochastic Neural Networks with Markovian Switching. Neural Process. Lett. Yurong Liu, Zidong Wang, Xiaohui Liu
2009	—	`ch.`	On Synchronization of Coupled Delayed Neural Networks. Recent Advances in Nonlinear Dynamics and Synchronization Jinling Liang, Zidong Wang, Xiaohui Liu
2009	J	`jnl`	Robust Filtering With Randomly Varying Sensor Delay: The Finite-Horizon Case. IEEE Trans. Circuits Syst. I Regul. Pap. Fuwen Yang, Zidong Wang, Gang Feng, Xiaohui Liu
2009	J	`jnl`	Robust H Autom. Zidong Wang, Daniel W. C. Ho, Yurong Liu, Xiaohui Liu
2009	J	`jnl`	Stability and Synchronization of Discrete-Time Markovian Jumping Neural Networks With Mixed Mode-Dependent Time Delays. IEEE Trans. Neural Networks Yurong Liu, Zidong Wang, Jinling Liang, Xiaohui Liu
2009	J	`jnl`	State Estimation for Coupled Uncertain Stochastic Networks With Missing Measurements and Time-Varying Delays: The Discrete-Time Case. IEEE Trans. Neural Networks Jinling Liang, Zidong Wang, Xiaohui Liu
2009	J	`jnl`	State estimation for jumping recurrent neural networks with discrete and distributed delays. Neural Networks Zidong Wang, Yurong Liu, Xiaohui Liu
2008	J	`jnl`	A Niching Memetic Algorithm for Simultaneous Clustering and Feature Selection. IEEE Trans. Knowl. Data Eng. Weiguo Sheng, Xiaohui Liu, Michael C. Fairhurst
2008	J	`jnl`	An Integrated Approach for Modeling Learning Patterns of Students in Web-Based Instruction: A Cognitive Style Perspective. ACM Trans. Comput. Hum. Interact. Sherry Y. Chen, Xiaohui Liu
2008	J	`jnl`	Can graph-cutting improve microarray gene expression reconstructions? Pattern Recognit. Lett. Karl Fraser, Zidong Wang, Yongmin Li, Paul Kellam, Xiaohui Liu
2008	J	`jnl`	Combining multiple classifiers for wrapper feature selection. Int. J. Data Min. Model. Manag. Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu
2008	—	`conf`	Detection, Tracking and Recognition of Traffic Signs from Video Input. ITSC Andrzej Ruta, Yongmin Li, Xiaohui Liu
2008	J	`jnl`	Filtering for Nonlinear Genetic Regulatory Networks With Stochastic Disturbances. IEEE Trans. Autom. Control. Zidong Wang, James Lam, Guoliang Wei, Karl Fraser, Xiaohui Liu
2008	J	`jnl`	Global Synchronization Control of General Delayed Discrete-Time Networks With Stochastic Coupling and Disturbances. IEEE Trans. Syst. Man Cybern. Part B Jinling Liang, Zidong Wang, Yurong Liu, Xiaohui Liu
2008	J	`jnl`	Guest Editorial Foreword to the Special Issue on Intelligent Computation for Bioinformatics. IEEE Trans. Syst. Man Cybern. Part C Zidong Wang, Xiaohui Liu
2008	J	`jnl`	H Autom. Zidong Wang, Yurong Liu, Xiaohui Liu
2008	J	`jnl`	Information Visualization for DNA Microarray Data Analysis: A Critical Review. IEEE Trans. Syst. Man Cybern. Part C Leishi Zhang, Jasna Kuljis, Xiaohui Liu
2008	J	`jnl`	Investigation of behavior and perception of digital library users: A cognitive style perspective. Int. J. Inf. Manag. Enrique Frías-Martínez, Sherry Y. Chen, Xiaohui Liu
2008	J	`jnl`	Investigation of the Use of Navigation Tools in Web-Based Learning: A Data Mining Approach. Int. J. Hum. Comput. Interact. Christine G. Minetou, Sherry Y. Chen, Xiaohui Liu
2008	J	`jnl`	MaXlab: A Novel Application for the Cross Comparison and Integration of Biological Signatures from Microarray Studies. Silico Biol. Sabah Khalid, Mohsin Khan, Chandrasekhar Babu Gorle, Karl Fraser, Ping Wang, Xiaohui Liu, Suling Li
2008	J	`jnl`	On synchronization of coupled neural networks with discrete and unbounded distributed delays. Int. J. Comput. Math. Yurong Liu, Zidong Wang, Xiaohui Liu
2008	J	`jnl`	Robust Error Square Constrained Filter Design for Systems With Non-Gaussian Noises. IEEE Signal Process. Lett. Fuwen Yang, Yongmin Li, Xiaohui Liu
2008	J	`jnl`	Robust Synchronization of an Array of Coupled Stochastic Discrete-Time Delayed Neural Networks. IEEE Trans. Neural Networks Jinling Liang, Zidong Wang, Yurong Liu, Xiaohui Liu
2008	—	`conf`	Robust Variance Constrained Filter Design for Systems with Non-Gaussian Noises. ICNSC Fuwen Yang, Yongmin Li, Xiaohui Liu
2008	J	`jnl`	Robust stability of discrete-time stochastic neural networks with time-varying delays. Neurocomputing Yurong Liu, Zidong Wang, Xiaohui Liu
2008	J	`jnl`	Synchronization and State Estimation for Discrete-Time Complex Networks With Distributed Delays. IEEE Trans. Syst. Man Cybern. Part B Yurong Liu, Zidong Wang, Jinling Liang, Xiaohui Liu
2008	—	`conf`	The Influences of Number and Nature of Classifiers on Consensus Feature Selection. DMIN Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu
2007	J	`jnl`	Automatic cognitive style identification of digital library users for personalization. J. Assoc. Inf. Sci. Technol. Enrique Frías-Martínez, Sherry Y. Chen, Xiaohui Liu
2007	J	`jnl`	CIDA: An integrated software for the design, characterisation and global comparison of microarrays. J. Integr. Bioinform. Sabah Khalid, Mohsin Khan, Alistair Symonds, Karl Fraser, Ping Wang, Xiaohui Liu, Suling Li
2007	J	`jnl`	Designing Customised gene Expression Arrays Based on Specific Biological Questions or Functions. Trans. SDPS Sabah Khalid, Daniela Grazio, Ping Wang, Xiaohui Liu, Suling Li
2007	J	`jnl`	Microarray subgrid detection: a novel algorithm. Int. J. Comput. Math. Daniel Morris, Zidong Wang, Xiaohui Liu
2007	—	`conf`	Mining Learners' Behavior in Accessing Web-Based Interface. Edutainment Man Wai Lee, Sherry Y. Chen, Xiaohui Liu
2007	J	`jnl`	Mining pathway signatures from microarray data and relevant biological knowledge. J. Biomed. Informatics Eleftherios Panteris, Stephen Swift, Annette M. Payne, Xiaohui Liu
2007	B	`conf`	Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers. IDA Karl Fraser, Zidong Wang, Yongmin Li, Paul Kellam, Xiaohui Liu
2007	J	`jnl`	Optimal Search Space for Clustering Gene Expression Data via Consensus. J. Comput. Biol. Michael Hirsch, Stephen Swift, Xiaohui Liu
2007	J	`jnl`	Robust H IEEE Trans. Syst. Man Cybern. Part B Zidong Wang, Fuwen Yang, Daniel W. C. Ho, Xiaohui Liu
2007	J	`jnl`	Robust filtering for gene expression time series data with variance constraints. Int. J. Comput. Math. Guoliang Wei, Zidong Wang, Huisheng Shu, Karl Fraser, Xiaohui Liu
2007	J	`jnl`	The role of human factors in stereotyping behavior and perception of digital library users: a robust clustering approach. User Model. User Adapt. Interact. Enrique Frías-Martínez, Sherry Y. Chen, Robert D. Macredie, Xiaohui Liu
2007	A	`conf`	Towards Real-Time Traffic Sign Recognition by Class-Specific Discriminative Features. BMVC Andrzej Ruta, Yongmin Li, Xiaohui Liu
2007	B	`conf`	Traffic Sign Recognition Using Discriminative Local Features. IDA Andrzej Ruta, Yongmin Li, Xiaohui Liu
2006	J	`jnl`	A genetic J. Heuristics Weiguo Sheng, Xiaohui Liu
2006	J	`jnl`	Analysing Microarray Data using the Multi-functional Immune Ontologiser. J. Integr. Bioinform. Sabah Khalid, Karl Fraser, Mohsin Khan, Ping Wang, Xiaohui Liu, Suling Li
2006	C	`conf`	Application of Bioinformatics in the Design of Gene Expression Microarrays. ISoLA Sabah Khalid, Mohsin Khan, Ping Wang, Xiaohui Liu, Suling Li
2006	J	`jnl`	Exploiting the full power of temporal gene expression profiling through a new statistical test: Application to the analysis of muscular dystrophy data. BMC Bioinform. Veronica Vinciotti, Xiaohui Liu, Rolf Turk, Emile J. de Meijer, Peter A. C. 't Hoen
2006	J	`jnl`	Global exponential stability of generalized recurrent neural networks with discrete and distributed delays. Neural Networks Yurong Liu, Zidong Wang, Xiaohui Liu
2006	—	`conf`	Improved Robustness in Time Series Analysis of Gene Expression Data by Polynomial Model Based Clustering. CompLife Michael Hirsch, Allan Tucker, Stephen Swift, Nigel J. Martin, Christine A. Orengo, Paul Kellam, Xiaohui Liu
2006	J	`jnl`	Learning short multivariate time series models through evolutionary and sparse matrix computation. Nat. Comput. Stephen Swift, Joost N. Kok, Xiaohui Liu
2006	B	`conf`	Mining User Preferences of Multimedia Interfaces with K-modes. SMC Kyriacos Chrysostomou, Enrique Frías-Martínez, Sherry Y. Chen, Xiaohui Liu
2006	J	`jnl`	On designing robust controllers under randomly varying sensor delay with variance constraints. Int. J. Gen. Syst. Zidong Wang, Yurong Liu, Fuwen Yang, Xiaohui Liu
2006	J	`jnl`	On global exponential stability of generalized stochastic neural networks with mixed time-delays. Neurocomputing Yurong Liu, Zidong Wang, Xiaohui Liu
2006	J	`jnl`	Robust H IEEE Trans. Circuits Syst. II Express Briefs Fuwen Yang, Zidong Wang, Daniel W. C. Ho, Xiaohui Liu
2006	J	`jnl`	Robust H IEEE Trans. Signal Process. Zidong Wang, Fuwen Yang, Daniel W. C. Ho, Xiaohui Liu
2006	J	`jnl`	Stability analysis for stochastic Cohen-Grossberg neural networks with mixed time delays. IEEE Trans. Neural Networks Zidong Wang, Yurong Liu, Maozhen Li, Xiaohui Liu
2006	J	`jnl`	Survey of Data Mining Approaches to User Modeling for Adaptive Hypermedia. IEEE Trans. Syst. Man Cybern. Syst. Enrique Frías-Martínez, Sherry Y. Chen, Xiaohui Liu
2006	J	`jnl`	Temporal Bayesian classifiers for modelling muscular dystrophy expression data. Intell. Data Anal. Allan Tucker, Peter A. C. 't Hoen, Veronica Vinciotti, Xiaohui Liu
2005	Misc	`conf`	3D visualization of gene clusters and networks. Visualization and Data Analysis Leishi Zhang, Weiguo Sheng, Xiaohui Liu
2005	J	`jnl`	A spatio-temporal Bayesian network classifier for understanding visual field deterioration. Artif. Intell. Medicine Allan Tucker, Veronica Vinciotti, Xiaohui Liu, David Garway-Heath
2005	J	`jnl`	A weighted sum validity function for clustering with a hybrid niching genetic algorithm. IEEE Trans. Syst. Man Cybern. Part B Weiguo Sheng, Stephen Swift, Leishi Zhang, Xiaohui Liu
2005	J	`jnl`	An experimental evaluation of a loop versus a reference design for two-channel microarrays. Bioinform. Veronica Vinciotti, Raya Khanin, Davide D'Alimonte, Xiaohui Liu, N. Cattini, G. Hotchkiss, Giselda Bucca, O. de Jesus, J. Rasaiyaah, Colin P. Smith, Paul Kellam, Ernst Wit
2005	B	`conf`	Bayesian Network Classifiers for Time-Series Microarray Data. IDA Allan Tucker, Veronica Vinciotti, Peter A. C. 't Hoen, Xiaohui Liu
2005	—	`conf`	Biochemical Pathway Analysis via Signature Mining. CompLife Eleftherios Panteris, Stephen Swift, Annette M. Payne, Xiaohui Liu
2005	—	`ch.`	Data Mining in Practice. Encyclopedia of Information Science and Technology (II) Sherry Y. Chen, Xiaohui Liu
2005	J	`jnl`	Data mining from 1994 to 2004: an application-orientated review. Int. J. Bus. Intell. Data Min. Sherry Y. Chen, Xiaohui Liu
2005	B	`conf`	Grouping Users' Communities in an Interactive Web-Based Learning System: A Data Mining Approach. ICALT Christine G. Minetou, Sherry Y. Chen, Xiaohui Liu
2005	J	`jnl`	Pyramidic Clustering of Large-Scale Microarray Images. Comput. J. Paul O'Neill, Karl Fraser, Zidong Wang, Paul Kellam, Joost N. Kok, Xiaohui Liu
2005	J	`jnl`	Reliable stabilization of stochastic time-delay systems with nonlinear disturbances. Int. J. Gen. Syst. Zidong Wang, Huisheng Shu, Xiaohui Liu
2005	J	`jnl`	Robust finite-horizon filtering for stochastic systems with missing measurements. IEEE Signal Process. Lett. Zidong Wang, Fuwen Yang, Daniel W. C. Ho, Xiaohui Liu
2005	J	`jnl`	State estimation for delayed neural networks. IEEE Trans. Neural Networks Zidong Wang, Daniel W. C. Ho, Xiaohui Liu
2005	J	`jnl`	Variance-Constrained Control for Uncertain Stochastic Systems With Missing Measurements. IEEE Trans. Syst. Man Cybern. Part A Zidong Wang, Daniel W. C. Ho, Xiaohui Liu
2004	—	`conf`	"Copasetic Clustering": Making Sense of Large-Scale Images. CASDMKM Karl Fraser, Paul O'Neill, Zidong Wang, Xiaohui Liu
2004	C	`conf`	"Copasetic analysis": automated analysis of biological gene expression images. ICARCV Karl Fraser, Paul O'Neill, Zidong Wang, Xiaohui Liu
2004	Misc	`conf`	3D Visualization of gene Clusters. ICCVG Leishi Zhang, Xiaohui Liu, Weiguo Sheng
2004	B	`conf`	A hybrid algorithm for k-medoid clustering of large data sets. IEEE Congress on Evolutionary Computation Weiguo Sheng, Xiaohui Liu
2004	J	`jnl`	A note on the robust stability of uncertain stochastic fuzzy systems with time-delays. IEEE Trans. Syst. Man Cybern. Part A Zidong Wang, Daniel W. C. Ho, Xiaohui Liu
2004	—	`conf`	Clustering with Niching Genetic K-means Algorithm. GECCO (2) Weiguo Sheng, Allan Tucker, Xiaohui Liu
2004	—	`conf`	Consensus Clustering and Functional Interpretation of Gene Expression Data. Spanish Bioinformatics Conference Paul Kellam, Stephen Swift, Allan Tucker, Veronica Vinciotti, Nigel J. Martin, Christine A. Orengo, Xiaohui Liu
2004	J	`jnl`	Exponential filtering for uncertain Markovian jump time-delay systems with nonlinear disturbances. IEEE Trans. Circuits Syst. II Express Briefs Zidong Wang, James Lam, Xiaohui Liu
2004	—	`conf`	Quality Processing of Microarray Image Data through Image Inpainting and Texture Synthesis. ISBI Paul O'Neill, George D. Magoulas, Xiaohui Liu
2004	J	`jnl`	Robust filtering for discrete-time Markovian jump delay systems. IEEE Signal Process. Lett. Zidong Wang, James Lam, Xiaohui Liu
2004	C	`conf`	Robust filtering for systems with stochastic nonlinearities and deterministic uncertainties. ICARCV Fuwen Yang, Zidong Wang, Xiaohui Liu
2004	J	`jnl`	Robust filtering under randomly varying sensor delay with variance constraints. IEEE Trans. Circuits Syst. II Express Briefs Zidong Wang, Daniel W. C. Ho, Xiaohui Liu
2004	J	`jnl`	The contribution of data mining to information science. J. Inf. Sci. Sherry Y. Chen, Xiaohui Liu
2003	B	`conf`	Applying Intelligent Data Analysis to Coupling Relationships in Object-Oriented Software. IDA Steve Counsell, Xiaohui Liu, Rajaa Najjar, Stephen Swift, Allan Tucker
2003	B	`conf`	Classification of Protein Localisation Patterns via Supervised Neural Network Learning. IDA Aristoklis D. Anastasiadis, George D. Magoulas, Xiaohui Liu
2003	B	`conf`	Learning Dynamic Bayesian Networks from Multivariate Time Series with Changing Dependencies. IDA Allan Tucker, Xiaohui Liu
2003	J	`jnl`	Nonlinear filtering for state delayed systems with Markovian switching. IEEE Trans. Signal Process. Zidong Wang, James Lam, Xiaohui Liu
2003	B	`conf`	Obtaining Quality Microarray Data via Image Reconstruction. IDA Paul O'Neill, George D. Magoulas, Xiaohui Liu
2003	J	`jnl`	On designing H IEEE Trans. Circuits Syst. II Express Briefs Zidong Wang, Xiaohui Liu
2003	J	`jnl`	Robust stability of two-dimensional uncertain discrete systems. IEEE Signal Process. Lett. Zidong Wang, Xiaohui Liu
2003	A	`conf`	Spatial Operators for Evolving Dynamic Bayesian Networks from Spatio-temporal Data. GECCO Allan Tucker, Xiaohui Liu, David Garway-Heath
2003	J	`jnl`	Variance-constrained filtering for uncertain stochastic systems with missing measurements. IEEE Trans. Autom. Control. Zidong Wang, Daniel W. C. Ho, Xiaohui Liu
2002	J	`jnl`	A framework for modelling virus gene expression data. Intell. Data Anal. Paul Kellam, Xiaohui Liu, Nigel J. Martin, Christine A. Orengo, Stephen Swift, Allan Tucker
2002	J	`jnl`	Analyzing Outliers Cautiously. IEEE Trans. Knowl. Data Eng. Xiaohui Liu, Gongxian Cheng, John Xingwang Wu
2002	J	`jnl`	Evolutionary algorithms for grouping high dimensional Email data. Intell. Data Anal. Steve Counsell, Xiaohui Liu, Janet McFall, Stephen Swift, Allan Tucker
2002	J	`jnl`	Predicting glaucomatous visual field deterioration through short multivariate time series modelling. Artif. Intell. Medicine Stephen Swift, Xiaohui Liu
2001	B	`conf`	A Framework for Modelling Short, High-Dimensional Multivariate Time Series: Preliminary Results in Virus Gene Expression Data Analysis. IDA Paul Kellam, Xiaohui Liu, Nigel J. Martin, Christine A. Orengo, Stephen Swift, Allan Tucker
2001	J	`jnl`	Evolutionary learning of dynamic probabilistic models with large time lags. Int. J. Intell. Syst. Allan Tucker, Xiaohui Liu, Andrew Ogden-Swift
2001	J	`jnl`	Grouping multivariate time series variables: applications to chemical process and visual field data. Knowl. Based Syst. Stephen Swift, Allan Tucker, Nigel J. Martin, Xiaohui Liu
2001	—	`conf`	Optimising the Grouping of Email Users to Servers Using Intelligent Data Analysis. ICEIS (1) Steve Counsell, Xiaohui Liu, Stephen Swift, Allan Tucker, Janet McFall
2001	J	`jnl`	Variable grouping in multivariate time series via correlation. IEEE Trans. Syst. Man Cybern. Part B Allan Tucker, Stephen Swift, Xiaohui Liu
1999	B	`conf`	Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series. IDA Stephen Swift, Allan Tucker, Xiaohui Liu