Xiaohui Liu

Xiaohui Liu, George D. Magoulas, Paul O'Neill, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

Bounded $H_{\infty}$ Synchronization and State Estimation for Discrete Time-Varying Stochastic Complex Networks Over a Finite Horizon

Zidong Wang, Xiaohui Liu, Bo Shen, 2011, IEEE Transactions on Neural Networks.

H∞ filtering for uncertain stochastic time-delay systems with sector-bounded nonlinearities

Zidong Wang, Yurong Liu, Xiaohui Liu, 2008, Autom..

State Estimation for Discrete Time-Delayed Genetic Regulatory Networks With Stochastic Noises Under the Round-Robin Protocols

Min Wu, Zidong Wang, Xiaohui Liu, 2018, IEEE Transactions on NanoBioscience.

H∞ filtering with randomly occurring sensor saturations and missing measurements

Zidong Wang, Xiaohui Liu, Bo Shen, 2012, Autom..

A Stochastic Sampled-Data Approach to Distributed $H_{\infty }$ Filtering in Sensor Networks

Zidong Wang, Xiaohui Liu, Bo Shen, 2011, IEEE Transactions on Circuits and Systems I: Regular Papers.

Investigation of users’ preferences in interactive multimedia learning systems: a data mining approach

Xiaohui Liu, Sherry Y. Chen, Kyriacos Chrysostomou, 2009, Interact. Learn. Environ..

An Integrated Approach for Modeling Learning Patterns of Students in Web-Based Instruction: A Cognitive Style Perspective

Xiaohui Liu, Sherry Y. Chen, Xiaohui Liu, 2008, TCHI.

Mining User Preferences of Multimedia Interfaces with K-modes

Xiaohui Liu, Enrique Frías-Martínez, Sherry Y. Chen, 2006, 2006 IEEE International Conference on Systems, Man and Cybernetics.

Robust $H_{\infty}$ Control for Networked Systems With Random Packet Losses

Fuwen Yang, Daniel W. C. Ho, Zidong Wang, 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Synchronization and State Estimation for Discrete-Time Complex Networks With Distributed Delays

Zidong Wang, Yurong Liu, Xiaohui Liu, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Robust H/sub /spl infin// filtering for stochastic time-delay systems with missing measurements

Fuwen Yang, Daniel W. C. Ho, Zidong Wang, 2006, IEEE Transactions on Signal Processing.

Robust H-infinity filtering for stochastic time-delay systems with missing measurements

Fuwen Yang, Zidong Wang, Xiaohui Liu, 2006 .

The Role of Text Pre-processing in Sentiment Analysis

Yong Shi, Xiaohui Liu, Emma Haddi, 2013, ITQM.

Investigation of the Use of Navigation Tools in Web-Based Learning: A Data Mining Approach

Xiaohui Liu, Sherry Y. Chen, Christine G. Minetou, 2008, Int. J. Hum. Comput. Interact..

Task Allocation on Layered Multiagent Systems: When Evolutionary Many-Objective Optimization Meets Deep Q-Learning

Kenli Li, Xiangke Liao, Kate Hone, 2021, IEEE Transactions on Evolutionary Computation.

Event-Triggered Recursive Filtering for Shift-Varying Linear Repetitive Processes

Zidong Wang, Xiaohui Liu, Fan Wang, 2020, IEEE Transactions on Cybernetics.

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

Xiaohui Liu, Ali Tarhini, Kate S. Hone, 2017, Interact. Learn. Environ..

User Acceptance Towards Web-based Learning Systems: Investigating the Role of Social, Organizational and Individual Factors in European Higher Education

Ali Tarhini, Xiaohui Liu, Kate S. Hone, 2013, ITQM.

Robust stability of discrete-time stochastic neural networks with time-varying delays

Zidong Wang, Yurong Liu, Xiaohui Liu, 2008, Neurocomputing.

Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization

Shengxiang Yang, Xiaohui Liu, Miqing Li, 2014, IEEE Transactions on Evolutionary Computation.

Evolutionary Multi-Objective Workflow Scheduling in Cloud

Xiaohui Liu, Miqing Li, Gongxuan Zhang, 2016, IEEE Transactions on Parallel and Distributed Systems.

IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II

Shengxiang Yang, Xiaohui Liu, Miqing Li, 2013, EMO.

Robust stabilisation for a class of stochastic two-dimensional non-linear systems with time-varying delays

Jinling Liang, Xiaohui Liu, Jinling Liang, 2013 .

Distributed State Estimation for Discrete-Time Sensor Networks With Randomly Varying Nonlinearities and Missing Measurements

Zidong Wang, Xiaohui Liu, Jinling Liang, 2011, IEEE Transactions on Neural Networks.

Min-Cut Segmentation of Retinal OCT Images

Xiaohui Liu, Yongmin Li, Khalid Eltayef, 2018, BIOSTEC.

Graph-Cut Segmentation of Retinal Layers from OCT Images

Xiaohui Liu, Yongmin Li, Bashir I. Dodo, 2018, BIOIMAGING.

Retinal OCT Image Segmentation Using Fuzzy Histogram Hyperbolization and Continuous Max-Flow

Xiaohui Liu, Yongmin Li, Bashir I. Dodo, 2017, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS).

Robust filtering for discrete-time Markovian jump delay systems

James Lam, Zidong Wang, Xiaohui Liu, 2004, IEEE Signal Processing Letters.

Exponential filtering for uncertain Markovian jump time-delay systems with nonlinear disturbances

James Lam, Zidong Wang, Xiaohui Liu, 2004, IEEE Transactions on Circuits and Systems II: Express Briefs.

Asymptotic stability of bidirectional associative memory neural networks with time-varying delays via delta operator approach

Zhenmin Tang, Xiaohui Liu, Fangzhou Liu, 2013, Neurocomputing.

An Integrated Approach to Global Synchronization and State Estimation for Nonlinear Singularly Perturbed Complex Networks

Fuad E. Alsaadi, Jing Xu, Zidong Wang, 2015, IEEE Transactions on Cybernetics.

Distributed state estimation in sensor networks with randomly occurring nonlinearities subject to time delays

Zidong Wang, Xiaohui Liu, Bo Shen, 2012, ACM Trans. Sens. Networks.

Global Synchronization Control of General Delayed Discrete-Time Networks With Stochastic Coupling and Disturbances

Zidong Wang, Yurong Liu, Xiaohui Liu, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Automatic Annotation of Retinal Layers in Optical Coherence Tomography Images

Xiaohui Liu, Khalid Eltayef, Yongmin Li, 2019, Journal of Medical Systems.

A Niching Memetic Algorithm for Simultaneous Clustering and Feature Selection

Weiguo Sheng, Michael C. Fairhurst, Xiaohui Liu, 2008, IEEE Transactions on Knowledge and Data Engineering.

Learning short multivariate time series models through evolutionary and sparse matrix computation

Xiaohui Liu, Joost N. Kok, Stephen Swift, 2006, Natural Computing.

A weighted sum validity function for clustering with a hybrid niching genetic algorithm

Weiguo Sheng, Xiaohui Liu, Stephen Swift, 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Evolutionary Algorithms With Segment-Based Search for Multiobjective Optimization Problems

Shengxiang Yang, Xiaohui Liu, Miqing Li, 2014, IEEE Transactions on Cybernetics.

Diversity Comparison of Pareto Front Approximations in Many-Objective Optimization

Shengxiang Yang, Xiaohui Liu, Miqing Li, 2014, IEEE Transactions on Cybernetics.

A Grid-Based Evolutionary Algorithm for Many-Objective Optimization

Shengxiang Yang, Jinhua Zheng, Xiaohui Liu, 2013, IEEE Transactions on Evolutionary Computation.

Pareto or Non-Pareto: Bi-Criterion Evolution in Multiobjective Optimization

Shengxiang Yang, Xiaohui Liu, Miqing Li, 2016, IEEE Transactions on Evolutionary Computation.

Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite

Xin Yao, Shengxiang Yang, Miqing Li, 2018, IEEE Transactions on Evolutionary Computation.

A Performance Comparison Indicator for Pareto Front Approximations in Many-Objective Optimization

Shengxiang Yang, Xiaohui Liu, Miqing Li, 2015, GECCO.

A Comparative Study on Evolutionary Algorithms for Many-Objective Optimization

Shengxiang Yang, Xiaohui Liu, Miqing Li, 2013, EMO.

Robust synchronization of a class of coupled delayed networks with multiple stochastic disturbances: The continuous-time case

Zidong Wang, Xiaohui Liu, Jinling Liang, 2011 .

On Synchronization of Discrete-Time Markovian Jumping Stochastic Complex Networks with Mode-Dependent Mixed Time-Delays

Yurong Liu, Zidong Wang, Xiaohui Liu, 2009 .

Designing Customised gene Expression Arrays Based on Specific Biological Questions or Functions

Ping Wang, Xiaohui Liu, Sabah Khalid, 2007, Trans. SDPS.

Retinal blood vessels extraction using probabilistic modelling

Xiaohui Liu, Chuang Wang, Yongmin Li, 2014, Health Information Science and Systems.

Segmentation of the Blood Vessels and Optic Disk in Retinal Images

Xiaohui Liu, Yongmin Li, Djibril Kaba, 2014, IEEE Journal of Biomedical and Health Informatics.

Segmentation of Retinal Blood Vessels Using Gaussian Mixture Models and Expectation Maximisation

Xiaohui Liu, Ahmed Serag, Yongmin Li, 2013, HIS.

Inference of Nonlinear State-Space Models for Sandwich-Type Lateral Flow Immunoassay Using Extended Kalman Filtering

Zidong Wang, Xiaohui Liu, Yurong Li, 2011, IEEE Transactions on Biomedical Engineering.

Novel Hybrid Feature Selection Algorithms for Diagnosing Erythemato-Squamous Diseases

Weixin Xie, Xinbo Gao, Yong Shi, 2012, HIS.

Investigating attributes affecting the performance of WBI users

Xiaohui Liu, Steve Counsell, Rana A. Alhajri, 2013, Comput. Educ..

Mining students' learning patterns and performance in Web-based instruction: a cognitive style approach

Xiaohui Liu, Sherry Y. Chen, Xiaohui Liu, 2011, Interact. Learn. Environ..

Evaluation of a personalized digital library based on cognitive styles: Adaptivity vs. adaptability

Xiaohui Liu, Enrique Frías-Martínez, Sherry Y. Chen, 2009, Int. J. Inf. Manag..

Investigation of behavior and perception of digital library users: A cognitive style perspective

Xiaohui Liu, Enrique Frías-Martínez, Sherry Y. Chen, 2008, Int. J. Inf. Manag..

The role of human factors in stereotyping behavior and perception of digital library users: a robust clustering approach

Xiaohui Liu, Robert D. Macredie, Sherry Y. Chen, 2007, User Modeling and User-Adapted Interaction.

Mining Learning Preferences in Web-based Instruction: Holists vs. Serialists

Natalie Clewley, Xiaohui Liu, Sherry Y. Chen, 2011, J. Educ. Technol. Soc..

Cognitive styles and search engine preferences: Field dependence/independence vs holism/serialism

Natalie Clewley, Xiaohui Liu, Sherry Y. Chen, 2010, J. Documentation.

Global -Stability of Complex-Valued Neural Networks with Unbounded Time-Varying Delays

Qiankun Song, Xiaofeng Chen, Xiaohui Liu, 2014 .

On global exponential stability of generalized stochastic neural networks with mixed time-delays

Zidong Wang, Yurong Liu, Xiaohui Liu, 2006, Neurocomputing.

A novel aggregation-based dominance for Pareto-based evolutionary algorithms to configure software product lines

Miqing Li, Xiaohui Liu, Martin Shepperd, 2019, Neurocomputing.

SIP

Xiaohui Liu, M. Li, R. Hierons, 2016 .

Editorial: Data mining for understanding user needs

Xiaohui Liu, Robert D. Macredie, Sherry Y. Chen, 2010, TCHI.

SIP: Optimal Product Selection from Feature Models Using Many-Objective Evolutionary Optimization

Sergio Segura, Robert M. Hierons, Xiaohui Liu, 2016, ACM Trans. Softw. Eng. Methodol..

Bi-goal evolution for many-objective optimization problems

Shengxiang Yang, Xiaohui Liu, Miqing Li, 2015, Artif. Intell..

Multiview Privileged Support Vector Machines

Jingjing Tang, Xiaohui Liu, Peng Zhang, 2018, IEEE Transactions on Neural Networks and Learning Systems.

State estimation for jumping recurrent neural networks with discrete and distributed delays

Yurong Liu, Xiaohui Liu, Zidong Wang, 2009, Neural Networks.

Real-time traffic sign recognition from video by class-specific discriminative features

Xiaohui Liu, Yongmin Li, Andrzej Ruta, 2010, Pattern Recognit..

On Adaptive Learning Framework for Deep Weighted Sparse Autoencoder: A Multiobjective Evolutionary Algorithm

Zhihui Wei, Zidong Wang, Lifeng Ma, 2020, IEEE Transactions on Cybernetics.

Deep-reinforcement-learning-based images segmentation for quantitative analysis of gold immunochromatographic strip

Fuad E. Alsaadi, Xiaohui Liu, Zidong Wang, 2020, Neurocomputing.

Xiaohui Liu, Yongmin Li, Andrzej Ruta, 2010, IEEE Transactions on Intelligent Transportation Systems.

Filtering for Nonlinear Genetic Regulatory Networks With Stochastic Disturbances

James Lam, Zidong Wang, Guoliang Wei, 2008, IEEE Transactions on Automatic Control.

Mining Learners' Behavior in Accessing Web-Based Interface

Xiaohui Liu, Sherry Y. Chen, Man Wai Lee, 2007, Edutainment.

An Improved Particle Filter With a Novel Hybrid Proposal Distribution for Quantitative Analysis of Gold Immunochromatographic Strips

Kee-Eung Kim, Zidong Wang, Xiaohui Liu, 2019, IEEE Transactions on Nanotechnology.

Survey of Data Mining Approaches to User Modeling for Adaptive Hypermedia

E. Frias-martinez, S.Y. Chen, Xiaohui Liu, 2006, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

A cross-cultural examination of the impact of social, organisational and individual factors on educational technology acceptance between British and Lebanese university students

Xiaohui Liu, Ali Tarhini, Kate S. Hone, 2015, Br. J. Educ. Technol..

Recent advances on support vector machines research

Yong Shi, Yingjie Tian, Xiaohui Liu, 2012 .

Recursive distributed filtering for two-dimensional shift-varying systems over sensor networks under stochastic communication protocols

Xiaohui Liu, Zidong Wang, Fan Wang, 2020, Autom..

Recursive state estimation for two-dimensional shift-varying systems with random parameter perturbation and dynamical bias

Xiaohui Liu, Zidong Wang, Fan Wang, 2020, Autom..

Robust Finite-Horizon Filtering for 2-D Systems With Randomly Varying Sensor Delays

Zidong Wang, Xiaohui Liu, Fan Wang, 2020, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Resilient State Estimation for 2-D Time-Varying Systems With Redundant Channels: A Variance-Constrained Approach

Zidong Wang, Fan Wang, Jinling Liang, 2019, IEEE Transactions on Cybernetics.

Minimum-Variance Recursive Filtering for Two-Dimensional Systems With Degraded Measurements: Boundedness and Monotonicity

Zidong Wang, Xiaohui Liu, Fan Wang, 2019, IEEE Transactions on Automatic Control.

Robust Kalman filtering for two-dimensional systems with multiplicative noises and measurement degradations: The finite-horizon case

Zidong Wang, Xiaohui Liu, Fan Wang, 2018, Autom..

A Variance-Constrained Approach to Recursive Filtering for Nonlinear 2-D Systems With Measurement Degradations

Zidong Wang, Xiaohui Liu, Fan Wang, 2018, IEEE Transactions on Cybernetics.

An optimally weighted user- and item-based collaborative filtering approach to predicting baseline data for Friedreich's Ataxia patients

Xiaohui Liu, Zidong Wang, Wenbin Yue, 2021, Neurocomputing.

Sampled-Data Synchronization Control of Dynamical Networks With Stochastic Sampling

Zidong Wang, Xiaohui Liu, Bo Shen, 2012, IEEE Transactions on Automatic Control.

Data mining from 1994 to 2004: an application-orientated review

Xiaohui Liu, Sherry Y. Chen, Xiaohui Liu, 2005, Int. J. Bus. Intell. Data Min..

Set-Membership Filtering Subject to Impulsive Measurement Outliers: A Recursive Algorithm

Lei Zou, Zidong Wang, Xiaohui Liu, 2021, IEEE/CAA Journal of Automatica Sinica.

State estimation for delayed neural networks

Daniel W. C. Ho, Zidong Wang, Xiaohui Liu, 2005, IEEE Transactions on Neural Networks.

Extending Evolutionary Programming methods to the learning of dynamic Bayesian networks

Allan Tucker, Xiaohui Liu, Xiaohui Liu, 1999 .

Communication-protocol-based analysis and synthesis of networked systems: progress, prospects and challenges

Yurong Liu, Jun Hu, Lei Zou, 2021, Int. J. Syst. Sci..

State estimation under false data injection attacks: Security analysis and system protection

Qing-Long Han, Zidong Wang, Xiaohui Liu, 2018, Autom..

Robust Error Square Constrained Filter Design for Systems With Non-Gaussian Noises

Fuwen Yang, Xiaohui Liu, Yongmin Li, 2008, IEEE Signal Processing Letters.

Robust Variance Constrained Filter Design for Systems with Non-Gaussian Noises

Fuwen Yang, Xiaohui Liu, Yongmin Li, 2008, 2008 IEEE International Conference on Networking, Sensing and Control.

A spatio-temporal Bayesian network classifier for understanding visual field deterioration

Xiaohui Liu, David F. Garway-Heath, Veronica Vinciotti, 2005, Artif. Intell. Medicine.

Robust $H_{\infty}$ Control for Networked Systems With Random Packet Losses

Fuwen Yang, Daniel W. C. Ho, Zidong Wang, 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

A Constrained Optimization Approach to Dynamic State Estimation for Power Systems Including PMU and Missing Measurements

Zidong Wang, Liang Hu, Xiaohui Liu, 2013, IEEE Transactions on Control Systems Technology.

Mining students' behavior in web-based learning programs

Xiaohui Liu, Sherry Y. Chen, Kyriacos Chrysostomou, 2009, Expert Syst. Appl..

Segmentation of Intra-retinal Layers in 3D Optic Nerve Head Images

Zidong Wang, Xiaohui Liu, Yongmin Li, 2015, ICIG.

Automated Layer Segmentation of 3D Macular Images Using Hybrid Methods

Zidong Wang, Xiaohui Liu, Yongmin Li, 2015, ICIG.

Cellular Neural Networks, the Navier–Stokes Equation, and Microarray Image Reconstruction

Zidong Wang, Xiaohui Liu, Bachar Zineddin, 2011, IEEE Transactions on Image Processing.

Cellular Neural Networks, Navier-Stokes equation and microarray image reconstruction

Bachar Zineddin, Xiaohui Liu, Zidong Wang, 2010, BIBM Workshops.

Improved multi-view privileged support vector machine

Gang Kou, Xiaohui Liu, Dewei Li, 2018, Neural Networks.

An exploration of the 'introduce explaining variable' refactoring

Steve Swift, Xiaohui Liu, Sigrid Eldh, 2015, XP Workshops.

Stability and Synchronization of Discrete-Time Markovian Jumping Neural Networks With Mixed Mode-Dependent Time Delays

Zidong Wang, Yurong Liu, Xiaohui Liu, 2009, IEEE Transactions on Neural Networks.

On Synchronization of Coupled Delayed Neural Networks

Zidong Wang, Xiaohui Liu, Jinling Liang, 2009, Recent Advances in Nonlinear Dynamics and Synchronization.

Robust filtering under randomly varying sensor delay with variance constraints

Daniel W. C. Ho, Zidong Wang, Xiaohui Liu, 2003, IEEE Transactions on Circuits and Systems II: Express Briefs.

A framework for modelling virus gene expression data

Allan Tucker, Nigel J. Martin, Christine A. Orengo, 2002, Intell. Data Anal..

On synchronization of coupled neural networks with discrete and unbounded distributed delays

Zidong Wang, Yurong Liu, Xiaohui Liu, 2008, Int. J. Comput. Math..

A Hybrid EKF and Switching PSO Algorithm for Joint State and Parameter Estimation of Lateral Flow Immunoassay Models

Zidong Wang, Xiaohui Liu, Yurong Li, 2012, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays

Zidong Wang, Yurong Liu, Xiaohui Liu, 2012, Neurocomputing.

Combining multiple classifiers for wrapper feature selection

Xiaohui Liu, Sherry Y. Chen, Kyriacos Chrysostomou, 2008, Int. J. Data Min. Model. Manag..

Resilient Filtering for Linear Time-Varying Repetitive Processes Under Uniform Quantizations and Round-Robin Protocols

Zidong Wang, Xiaohui Liu, Jinling Liang, 2018, IEEE Transactions on Circuits and Systems I: Regular Papers.

Distributed state estimation for uncertain Markov‐type sensor networks with mode‐dependent distributed delays

Zidong Wang, Xiaohui Liu, Jinling Liang, 2012 .

Mammogram retrieval on similar mass lesions

Xiaohui Liu, Sherry Y. Chen, Chia-Hung Wei, 2012, Comput. Methods Programs Biomed..

Grouping users' communities in an interactive Web-based learning system: a data mining approach

Xiaohui Liu, Sherry Y. Chen, Christine G. Minetou, 2005, Fifth IEEE International Conference on Advanced Learning Technologies (ICALT'05).

Robust filtering for a class of nonlinear stochastic systems with probability constraints

Fuad E. Alsaadi, Hak-Keung Lam, Zidong Wang, 2016, Autom. Remote. Control..

Stochastic Dynamic Modeling of Short Gene Expression Time-Series Data

Fuwen Yang, A. Tucker, Zidong Wang, 2008, IEEE Transactions on NanoBioscience.

A note on control of a class of discrete-time stochastic systems with distributed delays and nonlinear disturbances

Yurong Liu, Guoliang Wei, Xiaohui Liu, 2010, Autom..

Robust H∞ control for a class of nonlinear discrete time-delay stochastic systems with missing measurements

Daniel W. C. Ho, Zidong Wang, Yurong Liu, 2009, Autom..

Retinal OCT Segmentation Using Fuzzy Region Competition and Level Set Methods

Allan Tucker, Xiaohui Liu, Bashir I. Dodo, 2019, 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS).

Towards Real-Time Traffic Sign Recognition by Class-Specific Discriminative Features

Xiaohui Liu, Yongmin Li, Andrzej Ruta, 2007, BMVC.

ETEA: A Euclidean Minimum Spanning Tree-Based Evolutionary Algorithm for Multi-Objective Optimization

Shengxiang Yang, Jinhua Zheng, Miqing Li, 2014, Evolutionary Computation.

State Estimation for Discrete-Time Dynamical Networks With Time-Varying Delays and Stochastic Disturbances Under the Round-Robin Protocol

Lei Zou, Huijun Gao, Zidong Wang, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Event-based input and state estimation for linear discrete time-varying systems

Qing-Long Han, Zidong Wang, Xiaohui Liu, 2018, Int. J. Control.

Event-Triggered $H_\infty$ State Estimation for Delayed Stochastic Memristive Neural Networks With Missing Measurements: The Discrete Time Case

Zidong Wang, Xiaohui Liu, Bo Shen, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Effects-based feature identification for network intrusion detection

Panos Louvieris, Natalie Clewley, Xiaohui Liu, 2013, Neurocomputing.

A Deep Learning Approach for Classifying Patient Attendance Disposal from Emergency Departments

Zidong Wang, Xiaohui Liu, Liang Hu, 2019, 2019 IEEE 15th International Conference on Control and Automation (ICCA).

Recent Advances on State Estimation for Power Grids with Unconventional Measurements

Athanasios V. Vasilakos, Fuad E. Alsaadi, Zidong Wang, 2017 .

Dynamic State Estimation of Power Systems With Quantization Effects: A Recursive Filter Approach

Zidong Wang, Xiaohui Liu, Liang Hu, 2016, IEEE Transactions on Neural Networks and Learning Systems.

State estimation under false data injection attacks: Security analysis and system protection

Zidong Wang, Xiaohui Liu, Q. Han, 2018, Autom..

A constrained optimization approach to dynamic state estimation for power systems including PMU measurements

Zidong Wang, Xiaohui Liu, Liang Hu, 2013, 2013 19th International Conference on Automation and Computing.

Robust filtering for gene expression time series data with variance constraints

Zidong Wang, Guoliang Wei, Xiaohui Liu, 2007, Int. J. Comput. Math..

BiSAn: A Software for Efficient Computation of Transcription Factor Binding Motifs for High Throughput Gene Expression Analysis

Chandrasekhar Babu Gorle, Xiaohui Liu, Mohsin A.F. Khan, 2009, 2009 3rd International Conference on Bioinformatics and Biomedical Engineering.

Pyramidic Clustering of Large-Scale Microarray Images

Zidong Wang, Karl Fraser, Joost N. Kok, 2005, Comput. J..

3D Visualization of gene Clusters

Weiguo Sheng, Xiaohui Liu, Leishi Zhang, 2004, ICCVG.

Nonfragile H∞ State Estimation for Recurrent Neural Networks With Time-Varying Delays: On Proportional–Integral Observer Design

Di Zhao, Guoliang Wei, Xiaohui Liu, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Temporal Bayesian classifiers for modelling muscular dystrophy expression data

Allan Tucker, Peter A. C. 't Hoen, Xiaohui Liu, 2006, Intell. Data Anal..

Lesion Segmentation in Dermoscopy Images Using Particle Swarm Optimization and Markov Random Field

Xiaohui Liu, Yongmin Li, Khalid Eltayef, 2017, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS).

Recursive filtering for two-dimensional systems with missing measurements subject to uncertain probabilities

Xiaohui Liu, Fan Wang, Jinling Liang, 2017, 2017 23rd International Conference on Automation and Computing (ICAC).

H∞ state estimation for time-varying networks with probabilistic delay in measurements

Xiaohui Liu, Fan Wang, Jinling Liang, 2016, 2016 22nd International Conference on Automation and Computing (ICAC).

Information Visualization for DNA Microarray Data Analysis: A Critical Review

Xiaohui Liu, Jasna Kuljis, Leishi Zhang, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

Non-fragile H∞ filtering for nonlinear systems with randomly occurring gain variations and channel fadings

Xiaohui Liu, Nan Hou, Qiong Wang, 2015, Neurocomputing.

Stability and Synchronization of Discrete-Time Markovian Jumping Neural Networks With Mixed Mode-Dependent Time Delays

Zidong Wang, Jinling Liang, Yurong Liu, 2009, IEEE Transactions on Neural Networks.

Synchronization and State Estimation for Discrete-Time Complex Networks With Distributed Delays

Zidong Wang, Jinling Liang, Yurong Liu, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Time Series Modeling of Nano-Gold Immunochromatographic Assay via Expectation Maximization Algorithm

Jie Cao, Zidong Wang, Xiaohui Liu, 2013, IEEE Transactions on Biomedical Engineering.

A Hybrid Model- and Memory-Based Collaborative Filtering Algorithm for Baseline Data Prediction of Friedreich's Ataxia Patients

Zidong Wang, Wenbin Yue, Bo Tian, 2021, IEEE Transactions on Industrial Informatics.

Modeling Throughput of Emergency Departments via Time Series: An Expectation Maximization Algorithm

Sally I. McClean, Zidong Wang, Xiaohui Liu, 2013, TMIS.

Robust Filtering With Randomly Varying Sensor Delay: The Finite-Horizon Case

Fuwen Yang, Gang Feng, Zidong Wang, 2009, IEEE Trans. Circuits Syst. I Regul. Pap..

On designing robust controllers under randomly varying sensor delay with variance constraints

Fuwen Yang, Zidong Wang, Yurong Liu, 2006, Int. J. Gen. Syst..

An Extended Kalman Filtering Approach to Modeling Nonlinear Dynamic Gene Regulatory Networks via Short Gene Expression Time Series

Zidong Wang, Yurong Liu, Xiaohui Liu, 2009, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

A Bayesian network approach to explaining time series with changing structure

Allan Tucker, Xiaohui Liu, Xiaohui Liu, 2004, Intell. Data Anal..

Robust stability of two-dimensional uncertain discrete systems

Xiaohui Liu, Zidong Wang, Zidong Wang, 2003, IEEE Signal Process. Lett..

Robust state estimation for two-dimensional stochastic time-delay systems with missing measurements and sensor saturation

Zidong Wang, Xiaohui Liu, Jinling Liang, 2014, Multidimens. Syst. Signal Process..

State Estimation for Discrete-Time Neural Networks with Markov-Mode-Dependent Lower and Upper Bounds on the Distributed Delays

Zidong Wang, Yurong Liu, Xiaohui Liu, 2012, Neural Processing Letters.

Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delays

Yurong Liu, Xiaohui Liu, Zidong Wang, 2010, Neurocomputing.

On delay-dependent robust exponential stability of stochastic neural networks with mixed time delays and Markovian switching

Yurong Liu, Xiaohui Liu, Zidong Wang, 2008 .

Asymptotic stability for neural networks with mixed time-delays: The discrete-time case

Zidong Wang, Yurong Liu, Xiaohui Liu, 2009, Neural Networks.

Comparing, Contrasting and Combining Clusters in Viral Gene Expression

Allan Tucker, Christine A. Orengo, Paul Kellam, 2001 .

Robust Synchronization for 2-D Discrete-Time Coupled Dynamical Networks

Panos Louvieris, Zidong Wang, Xiaohui Liu, 2012, IEEE Transactions on Neural Networks and Learning Systems.

Visualization of high throughput biological data

Xiaohui Liu, Jasna Kuljis, Leishi Zhang, 2012, Proceedings of the ITI 2012 34th International Conference on Information Technology Interfaces.

Optimal guaranteed cost control of a class of hybrid systems with mode-dependent mixed time delays

Xiaohui Liu, Yurong Liu, Yamin Wang, 2014, Int. J. Syst. Sci..

H∞ state estimation for discrete-time delayed neural networks with randomly occurring quantizations and missing measurements

Zidong Wang, Derui Ding, Xiaohui Liu, 2015, Neurocomputing.

Optic disc segmentation by incorporating blood vessel compensation

Xiaohui Liu, Yongmin Li, Ana G. Salazar-Gonzalez, 2011, 2011 IEEE Third International Workshop On Computational Intelligence In Medical Imaging.

Retinal blood vessel segmentation via graph cut

Xiaohui Liu, Yongmin Li, Ana G. Salazar-Gonzalez, 2010, 2010 11th International Conference on Control Automation Robotics & Vision.

Robust H/sub 2/ filtering for a class of systems with stochastic nonlinearities

Fuwen Yang, Daniel W. C. Ho, Zidong Wang, 2006, IEEE Transactions on Circuits and Systems II: Express Briefs.

Variance-constrained control for uncertain stochastic systems with missing measurements

Daniel W. C. Ho, Zidong Wang, Xiaohui Liu, 2005, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Global Synchronization in an Array of Discrete-Time Neural Networks with Nonlinear Coupling and Time-Varying Delays

Zidong Wang, Xiaohui Liu, Jinling Liang, 2009, Int. J. Neural Syst..

Simultaneous Segmentation of Retinal OCT Images Using Level Set

Xiaohui Liu, Yongmin Li, Bashir Isa Dodo, 2019, BIOSTEC.

Robust Hinfty Control for Networked Systems With Random Packet Losses

Zidong Wang, Xiaohui Liu, D. Ho, 2007, IEEE Trans. Syst. Man Cybern. Part B.

Dynamic Bayesian Networks Modeling for Inferring Genetic Regulatory Networks by Search Strategy: Comparison between Greedy Hill Climbing and MCMC Methods

Xiaohui Liu, Huihai Wu, Xiaohui Liu, 2008 .

Predicting glaucomatous visual field deterioration through short multivariate time series modelling

Xiaohui Liu, Stephen Swift, Xiaohui Liu, 2002, Artif. Intell. Medicine.

Visualizing the Dynamic Modelling of Gene Expressing Data

Xiaohui Liu, Leishi Zhang, 2003 .