Xiaohui Liu

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 89

Top Venues

Neurocomputing

IEEE Trans. Cybern.

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Evol. Comput.

Publications

Mingnan Wei, Rui Yang, Mengjie Huang, Jiaying Ni, Zidong Wang, Xiaohui Liu
Subband Cascaded CSP-Based Deep Transfer Learning for Cross-Subject Lower Limb Motor Imagery Classification. IEEE Trans. Cogn. Dev. Syst. 16 (3) (2024)
Zhige Chen, Rui Yang, Mengjie Huang, Zidong Wang, Xiaohui Liu
Electrode Domain Adaptation Network: Minimizing the Difference Across Electrodes in Single-Source to Single-Target Motor Imagery Classification. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Tasin Islam, Alina Dana Miron, Monomita Nandy, Jyoti Choudrie, Xiaohui Liu, Yongmin Li
Transforming Digital Marketing with Generative AI. Comput. 13 (7) (2024)
Chuanbo Wen, Yipeng Xue, Weibo Liu, Guochu Chen, Xiaohui Liu
Bearing fault diagnosis via fusing small samples and training multi-state Siamese neural networks. Neurocomputing 576 (2024)
Jingzhong Fang, Zidong Wang, Weibo Liu, Stanislao Lauria, Nianyin Zeng, Camilo Prieto, Fredrik Sikström, Xiaohui Liu
A New Particle Swarm Optimization Algorithm for Outlier Detection: Industrial Data Clustering in Wire Arc Additive Manufacturing. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
Mincan Li, Zidong Wang, Qing-Long Han, Simon J. E. Taylor, Kenli Li, Xiangke Liao, Xiaohui Liu
Influence Maximization in Multiagent Systems by a Graph Embedding Method: Dealing With Probabilistically Unstable Links. IEEE Trans. Cybern. 53 (9) (2023)
Ziqi Liu, Rui Yang, Weibo Liu, Xiaohui Liu
IFRN: Insensitive feature removal network for zero-shot mechanical fault diagnosis across fault severity. Neurocomputing 561 (2023)
Kaiqun Zhu, Zidong Wang, Guoliang Wei, Xiaohui Liu
Adaptive Set-Membership State Estimation for Nonlinear Systems Under Bit Rate Allocation Mechanism: A Neural-Network-Based Approach. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Saiji Fu, Yingjie Tian, Jingjing Tang, Xiaohui Liu
Cost-sensitive learning with modified Stein loss function. Neurocomputing 525 (2023)
Mengmeng Sheng, Zidong Wang, Weibo Liu, Xi Wang, Shengyong Chen, Xiaohui Liu
A swarm optimizer with attention-based particle sampling and learning for large scale optimization. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Tasin Islam, Alina Dana Miron, Xiaohui Liu, Yongmin Li
FashionFlow: Leveraging Diffusion Models for Dynamic Fashion Video Synthesis from Static Imagery. CoRR (2023)
Yani Xue, Miqing Li, Xiaohui Liu
An effective and efficient evolutionary algorithm for many-objective optimization. Inf. Sci. 617 (2022)
Mengmeng Sheng, Zidong Wang, Weibo Liu, Xi Wang, Shengyong Chen, Xiaohui Liu
-learning mechanisms for large-scale optimization. Knowl. Based Syst. 242 (2022)
Mengmeng Sheng, Shengyong Chen, Weibo Liu, Jiafa Mao, Xiaohui Liu
A differential evolution with adaptive neighborhood mutation and local search for multi-modal optimization. Neurocomputing 489 (2022)
Lulu Tian, Zidong Wang, Weibo Liu, Yuhua Cheng, Fuad E. Alsaadi, Xiaohui Liu
Empower parameterized generative adversarial networks using a novel particle swarm optimizer: algorithms and applications. Int. J. Mach. Learn. Cybern. 13 (4) (2022)
Hanjing Cheng, Zidong Wang, Zhihui Wei, Lifeng Ma, Xiaohui Liu
On Adaptive Learning Framework for Deep Weighted Sparse Autoencoder: A Multiobjective Evolutionary Algorithm. IEEE Trans. Cybern. 52 (5) (2022)
Nianyin Zeng, Peishu Wu, Zidong Wang, Han Li, Weibo Liu, Xiaohui Liu
A Small-Sized Object Detection Oriented Multi-Scale Feature Fusion Approach With Application to Defect Detection. IEEE Trans. Instrum. Meas. 71 (2022)
Yani Xue, Miqing Li, Hamid Arabnejad, Diana Suleimenova, Alireza Jahani, Bernhard C. Geiger, Zidong Wang, Xiaohui Liu, Derek Groen
Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach. ICCS (3) (2022)
Nianyin Zeng, Zidong Wang, Weibo Liu, Hong Zhang, Kate Hone, Xiaohui Liu
A Dynamic Neighborhood-Based Switching Particle Swarm Optimization Algorithm. IEEE Trans. Cybern. 52 (9) (2022)
Nan Hou, Zidong Wang, Hongli Dong, Jun Hu, Xiaohui Liu
Sensor Fault Estimation for Nonlinear Complex Networks With Time Delays Under Saturated Innovations: A Binary Encoding Scheme. IEEE Trans. Netw. Sci. Eng. 9 (6) (2022)
Jieyu Zhang, Miqing Li, Weibo Liu, Stanislao Lauria, Xiaohui Liu
Many-objective optimization meets recommendation systems: A food recommendation scenario. Neurocomputing 503 (2022)
Yingjie Tian, Duo Su, Stanislao Lauria, Xiaohui Liu
Recent advances on loss functions in deep learning for computer vision. Neurocomputing 497 (2022)
Yani Xue, Miqing Li, Xiaohui Liu
An Effective and Efficient Evolutionary Algorithm for Many-Objective Optimization. CoRR (2022)
Wenbin Yue, Zidong Wang, Bo Tian, Mark Pook, Xiaohui Liu
A Hybrid Model- and Memory-Based Collaborative Filtering Algorithm for Baseline Data Prediction of Friedreich's Ataxia Patients. IEEE Trans. Ind. Informatics 17 (2) (2021)
Weibo Liu, Zidong Wang, Lulu Tian, Stanislao Lauria, Xiaohui Liu
Melt pool segmentation for additive manufacturing: A generative adversarial network approach. Comput. Electr. Eng. 92 (2021)
Zitong Wan, Rui Yang, Mengjie Huang, Nianyin Zeng, Xiaohui Liu
A review on transfer learning in EEG signal analysis. Neurocomputing 421 (2021)
Lei Zou, Zidong Wang, Jun Hu, Yurong Liu, Xiaohui Liu
Communication-protocol-based analysis and synthesis of networked systems: progress, prospects and challenges. Int. J. Syst. Sci. 52 (14) (2021)
Izaz Ur Rahman, Zidong Wang, Weibo Liu, Baoliu Ye, Muhammad Zakarya, Xiaohui Liu
An N-State Markovian Jumping Particle Swarm Optimization Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 51 (11) (2021)
Mincan Li, Zidong Wang, Kenli Li, Xiangke Liao, Kate Hone, Xiaohui Liu
Task Allocation on Layered Multiagent Systems: When Evolutionary Many-Objective Optimization Meets Deep Q-Learning. IEEE Trans. Evol. Comput. 25 (5) (2021)
Wenbin Yue, Zidong Wang, Jieyu Zhang, Xiaohui Liu
An Overview of Recommendation Techniques and Their Applications in Healthcare. IEEE CAA J. Autom. Sinica 8 (4) (2021)
Hanjing Cheng, Zidong Wang, Lifeng Ma, Xiaohui Liu, Zhihui Wei
Multi-task Pruning via Filter Index Sharing: A Many-Objective Optimization Approach. Cogn. Comput. 13 (4) (2021)
Nianyin Zeng, Han Li, Zidong Wang, Weibo Liu, Songming Liu, Fuad E. Alsaadi, Xiaohui Liu
Deep-reinforcement-learning-based images segmentation for quantitative analysis of gold immunochromatographic strip. Neurocomputing 425 (2021)
Di Zhao, Zidong Wang, Guoliang Wei, Xiaohui Liu
State Estimation for Recurrent Neural Networks With Time-Varying Delays: On Proportional-Integral Observer Design. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Lulu Tian, Zidong Wang, Weibo Liu, Yuhua Cheng, Fuad E. Alsaadi, Xiaohui Liu
A New GAN-Based Approach to Data Augmentation and Image Segmentation for Crack Detection in Thermal Imaging Tests. Cogn. Comput. 13 (5) (2021)
Lei Zou, Zidong Wang, Hang Geng, Xiaohui Liu
Set-Membership Filtering Subject to Impulsive Measurement Outliers: A Recursive Algorithm. IEEE CAA J. Autom. Sinica 8 (2) (2021)
Weibo Liu, Zidong Wang, Nianyin Zeng, Yuan Yuan, Fuad E. Alsaadi, Xiaohui Liu
A novel randomised particle swarm optimizer. Int. J. Mach. Learn. Cybern. 12 (2) (2021)
Weibo Liu, Zidong Wang, Yuan Yuan, Nianyin Zeng, Kate Hone, Xiaohui Liu
A Novel Sigmoid-Function-Based Adaptive Weighted Particle Swarm Optimizer. IEEE Trans. Cybern. 51 (2) (2021)
Wenbin Yue, Zidong Wang, Weibo Liu, Bo Tian, Stanislao Lauria, Xiaohui Liu
An optimally weighted user- and item-based collaborative filtering approach to predicting baseline data for Friedreich's Ataxia patients. Neurocomputing 419 (2021)
Weibo Liu, Zidong Wang, Nianyin Zeng, Fuad E. Alsaadi, Xiaohui Liu
A PSO-based deep learning approach to classifying patients from emergency departments. Int. J. Mach. Learn. Cybern. 12 (7) (2021)
Wenbin Yue, Zidong Wang, Bo Tian, Annette M. Payne, Xiaohui Liu
A Collaborative-Filtering-Based Data Collection Strategy for Friedreich's Ataxia. Cogn. Comput. 12 (1) (2020)
Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
Robust Finite-Horizon Filtering for 2-D Systems With Randomly Varying Sensor Delays. IEEE Trans. Syst. Man Cybern. Syst. 50 (1) (2020)
Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
Recursive distributed filtering for two-dimensional shift-varying systems over sensor networks under stochastic communication protocols. Autom. 115 (2020)
Robert M. Hierons, Miqing Li, Xiaohui Liu, José Antonio Parejo, Sergio Segura, Xin Yao
Many-Objective Test Suite Generation for Software Product Lines. ACM Trans. Softw. Eng. Methodol. 29 (1) (2020)
Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
Recursive state estimation for two-dimensional shift-varying systems with random parameter perturbation and dynamical bias. Autom. 112 (2020)
Yani Xue, Miqing Li, Xiaohui Liu
Angle-Based Crowding Degree Estimation for Many-Objective Optimization. IDA (2020)
Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
Event-Triggered Recursive Filtering for Shift-Varying Linear Repetitive Processes. IEEE Trans. Cybern. 50 (4) (2020)
Bashir I. Dodo, Yongmin Li, Allan Tucker, Djibril Kaba, Xiaohui Liu
Retinal OCT Segmentation Using Fuzzy Region Competition and Level Set Methods. CBMS (2019)
Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
Resilient State Estimation for 2-D Time-Varying Systems With Redundant Channels: A Variance-Constrained Approach. IEEE Trans. Cybern. 49 (7) (2019)
Xiongbo Wan, Zidong Wang, Min Wu, Xiaohui Liu
$H_{\infty}$ State Estimation for Discrete-Time Nonlinear Singularly Perturbed Complex Networks Under the Round-Robin Protocol. IEEE Trans. Neural Networks Learn. Syst. 30 (2) (2019)
Bashir Isa Dodo, Yongmin Li, Djibril Kaba, Xiaohui Liu
Retinal Layer Segmentation in Optical Coherence Tomography Images. IEEE Access 7 (2019)
Weibo Liu, Zidong Wang, Liang Hu, Xiaohui Liu
A Deep Learning Approach for Classifying Patient Attendance Disposal from Emergency Departments. ICCA (2019)
Bashir I. Dodo, Yongmin Li, Xiaohui Liu, Muhammad Isa Dodo
Level Set Segmentation of Retinal OCT Images. BIOIMAGING (2019)
Yani Xue, Miqing Li, Martin J. Shepperd, Stasha Lauria, Xiaohui Liu
A novel aggregation-based dominance for Pareto-based evolutionary algorithms to configure software product lines. Neurocomputing 364 (2019)
Jingjing Tang, Yingjie Tian, Xiaohui Liu
LGND: a new method for multi-class novelty detection. Neural Comput. Appl. 31 (8) (2019)
Weibo Liu, Zidong Wang, Xiaohui Liu, Nianyin Zeng, David Bell
A Novel Particle Swarm Optimization Approach for Patient Clustering From Emergency Departments. IEEE Trans. Evol. Comput. 23 (4) (2019)
Jinling Liang, Fan Wang, Zidong Wang, Xiaohui Liu
Minimum-Variance Recursive Filtering for Two-Dimensional Systems With Degraded Measurements: Boundedness and Monotonicity. IEEE Trans. Autom. Control. 64 (10) (2019)
Bashir Isa Dodo, Yongmin Li, Muhammad Isa Dodo, Xiaohui Liu
Simultaneous Segmentation of Retinal OCT Images Using Level Set. BIOSTEC (Selected Papers) (2019)
Bashir Isa Dodo, Yongmin Li, Khalid Eltayef, Xiaohui Liu
Automatic Annotation of Retinal Layers in Optical Coherence Tomography Images. J. Medical Syst. 43 (12) (2019)
Jingjing Tang, Yingjie Tian, Xiaohui Liu, Dewei Li, Jia Lv, Gang Kou
Improved multi-view privileged support vector machine. Neural Networks 106 (2018)
Fan Wang, Zidong Wang, Jinling Liang, Xiaohui Liu
Resilient Filtering for Linear Time-Varying Repetitive Processes Under Uniform Quantizations and Round-Robin Protocols. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2018)
Bashir I. Dodo, Yongmin Li, Khalid Eltayef, Xiaohui Liu
Graph-Cut Segmentation of Retinal Layers from OCT Images. BIOIMAGING (2018)
Miqing Li, Crina Grosan, Shengxiang Yang, Xiaohui Liu, Xin Yao
Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite. IEEE Trans. Evol. Comput. 22 (1) (2018)
Fan Wang, Jinling Liang, Zidong Wang, Xiaohui Liu
A Variance-Constrained Approach to Recursive Filtering for Nonlinear 2-D Systems With Measurement Degradations. IEEE Trans. Cybern. 48 (6) (2018)
Jingjing Tang, Yingjie Tian, Peng Zhang, Xiaohui Liu
Multiview Privileged Support Vector Machines. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Liang Hu, Zidong Wang, Qing-Long Han, Xiaohui Liu
Event-based input and state estimation for linear discrete time-varying systems. Int. J. Control 91 (1) (2018)
Hongjian Liu, Zidong Wang, Bo Shen, Xiaohui Liu
State Estimation for Delayed Stochastic Memristive Neural Networks With Missing Measurements: The Discrete Time Case. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Bashir Isa Dodo, Yongmin Li, Khalid Eltayef, Xiaohui Liu
Min-Cut Segmentation of Retinal OCT Images. BIOSTEC (Selected Papers) (2018)
Jinling Liang, Fan Wang, Zidong Wang, Xiaohui Liu
Robust Kalman filtering for two-dimensional systems with multiplicative noises and measurement degradations: The finite-horizon case. Autom. 96 (2018)
Liang Hu, Zidong Wang, Qing-Long Han, Xiaohui Liu
State estimation under false data injection attacks: Security analysis and system protection. Autom. 87 (2018)
Mohsina Mahmuda Ferdous, Yanchun Bao, Veronica Vinciotti, Xiaohui Liu, Paul Wilson
Predicting gene expression from genome wide protein binding profiles. Neurocomputing 275 (2018)
Seyed Mahdi Javadi, Yongmin Li, Xiaohui Liu
Detecting Non-lambertian Materials in Video. VISIGRAPP (4: VISAPP) (2017)
Lei Zou, Zidong Wang, Huijun Gao, Xiaohui Liu
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. 28 (5) (2017)
Fan Wang, Jinling Liang, Xiaohui Liu
Recursive filtering for two-dimensional systems with missing measurements subject to uncertain probabilities. ICAC (2017)
Jiafa Mao, Gang Xiao, Weiguo Sheng, Tasawar Hayat, Xiaohui Liu
A theoretical 2D image model for locating 3D targets. Int. J. Comput. Math. 94 (7) (2017)
Bashir I. Dodo, Yongmin Li, Xiaohui Liu
Retinal OCT Image Segmentation Using Fuzzy Histogram Hyperbolization and Continuous Max-Flow. CBMS (2017)
Weibo Liu, Zidong Wang, Xiaohui Liu, Wenbin Yue, David Bell
A clustering approach to triage categorization in A&E departments. ICAC (2017)
Khalid Eltayef, Yongmin Li, Xiaohui Liu
Lesion Segmentation in Dermoscopy Images Using Particle Swarm Optimization and Markov Random Field. CBMS (2017)
Khalid Eltayef, Yongmin Li, Bashir I. Dodo, Xiaohui Liu
Skin Cancer Detection in Dermoscopy Images Using Sub-Region Features. IDA (2017)
Weibo Liu, Zidong Wang, Xiaohui Liu, Nianyin Zeng, Yurong Liu, Fuad E. Alsaadi
A survey of deep neural network architectures and their applications. Neurocomputing 234 (2017)
Liang Hu, Zidong Wang, Xiaohui Liu
Dynamic State Estimation of Power Systems With Quantization Effects: A Recursive Filter Approach. IEEE Trans. Neural Networks Learn. Syst. 27 (8) (2016)
Dandan Chen, Yingjie Tian, Xiaohui Liu
Structural nonparallel support vector machine for pattern recognition. Pattern Recognit. 60 (2016)
Liang Hu, Zidong Wang, Izaz Rahman, Xiaohui Liu
A Constrained Optimization Approach to Dynamic State Estimation for Power Systems Including PMU and Missing Measurements. IEEE Trans. Control. Syst. Technol. 24 (2) (2016)
Zhaomeng Zhu, Gongxuan Zhang, Miqing Li, Xiaohui Liu
Evolutionary Multi-Objective Workflow Scheduling in Cloud. IEEE Trans. Parallel Distributed Syst. 27 (5) (2016)
Wei Zheng, Robert M. Hierons, Miqing Li, Xiaohui Liu, Veronica Vinciotti
Multi-objective optimisation for regression testing. Inf. Sci. (2016)
Miqing Li, Shengxiang Yang, Xiaohui Liu
Pareto or Non-Pareto: Bi-Criterion Evolution in Multiobjective Optimization. IEEE Trans. Evol. Comput. 20 (5) (2016)
Fan Wang, Jinling Liang, Xiaohui Liu
H∞ state estimation for time-varying networks with probabilistic delay in measurements. ICAC (2016)
Robert M. Hierons, Miqing Li, Xiaohui Liu, Sergio Segura, Wei Zheng
SIP: Optimal Product Selection from Feature Models Using Many-Objective Evolutionary Optimization. ACM Trans. Softw. Eng. Methodol. 25 (2) (2016)
Juanying Xie, Hongchao Gao, Weixin Xie, Xiaohui Liu, Philip W. Grant
Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors. Inf. Sci. 354 (2016)
Lifeng Ma, Zidong Wang, Hak-Keung Lam, Fuad E. Alsaadi, Xiaohui Liu
Robust filtering for a class of nonlinear stochastic systems with probability constraints. Autom. Remote. Control. 77 (1) (2016)
Weijian Ren, Nan Hou, Qiong Wang, Yang Lu, Xiaohui Liu
filtering for nonlinear systems with randomly occurring gain variations and channel fadings. Neurocomputing 156 (2015)
Lei Zou, Zidong Wang, Huijun Gao, Xiaohui Liu
Event-Triggered State Estimation for Complex Networks With Mixed Time Delays via Sampled Data Information: The Continuous-Time Case. IEEE Trans. Cybern. 45 (12) (2015)
Chuang Wang, Yaxing Wang, Djibril Kaba, Haogang Zhu, You Lv, Zidong Wang, Xiaohui Liu, Yongmin Li
Segmentation of Intra-retinal Layers in 3D Optic Nerve Head Images. ICIG (3) (2015)
Miqing Li, Shengxiang Yang, Xiaohui Liu
A Performance Comparison Indicator for Pareto Front Approximations in Many-Objective Optimization. GECCO (2015)
Miqing Li, Shengxiang Yang, Xiaohui Liu
Bi-goal evolution for many-objective optimization problems. Artif. Intell. 228 (2015)
Jinling Liang, Zidong Wang, Xiaohui Liu
H∞ control for 2-D time-delay systems with randomly occurring nonlinearities under sensor saturation and missing measurements. J. Frankl. Inst. 352 (3) (2015)
Jiafa Mao, Gang Xiao, Weiguo Sheng, Xiaohui Liu
A 3D occlusion tracking Model of the underwater fish targets. EIT (2015)
Steve Counsell, Xiaohui Liu, Steve Swift, Jim Buckley, Michael English, Sebastian Herold, Sigrid Eldh, Andreas Ermedahl
An exploration of the 'introduce explaining variable' refactoring. XP Workshops (2015)
Chuang Wang, Yaxing Wang, Djibril Kaba, Zidong Wang, Xiaohui Liu, Yongmin Li
Automated Layer Segmentation of 3D Macular Images Using Hybrid Methods. ICIG (1) (2015)
Chenxiao Cai, Zidong Wang, Jing Xu, Xiaohui Liu, Fuad E. Alsaadi
An Integrated Approach to Global Synchronization and State Estimation for Nonlinear Singularly Perturbed Complex Networks. IEEE Trans. Cybern. 45 (8) (2015)
Mohsina Mahmuda Ferdous, Veronica Vinciotti, Xiaohui Liu, Paul Wilson
Exploring the Link Between Gene Expression and Protein Binding by Integrating mRNA Microarray and ChIP-Seq Data. SLDS (2015)

Xiaohui Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xiaohui Liu