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Xiaohui Liu
2010 – today
- 2013
[j103]Zidong Wang, Bachar Zineddin, Jinling Liang, Nianyin Zeng, Yurong Li, Min Du, Jie Cao, Xiaohui Liu: A novel neural network approach to cDNA microarray image segmentation. Computer Methods and Programs in Biomedicine 111(1): 189-198 (2013)- [j102]Xiaohui Liu, Yijun Zuo, Zhizhong Wang: Exactly computing bivariate projection depth contours and median. Computational Statistics & Data Analysis 60: 1-11 (2013)
- [j101]Xiaohui Liu, Hongwei Zhang, Qiao Xiang, Xin Che, Xi Ju: Taming Uncertainties in Real-Time Routing for Wireless Networked Sensing and Control. IEEE Trans. Smart Grid 4(1): 288-301 (2013)
- [c50]Miqing Li, Shengxiang Yang, Xiaohui Liu, Kang Wang: IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II. EMO 2013: 143-155
- [c49]Miqing Li, Shengxiang Yang, Xiaohui Liu, Ruimin Shen: A Comparative Study on Evolutionary Algorithms for Many-Objective Optimization. EMO 2013: 261-275
- [c48]Djibril Kaba, Ana G. Salazar-Gonzalez, Yongmin Li, Xiaohui Liu, Ahmed Serag: Segmentation of Retinal Blood Vessels Using Gaussian Mixture Models and Expectation Maximisation. HIS 2013: 105-112
- [c47]Emma Haddi, Xiaohui Liu, Yong Shi: The Role of Text Pre-processing in Sentiment Analysis. ITQM 2013: 26-32
- [c46]Ali Tarhini, Kate Hone, Xiaohui Liu: User Acceptance Towards Web-based Learning Systems: Investigating the Role of Social, Organizational and Individual Factors in European Higher Education. ITQM 2013: 189-197
- [e3]Guangyan Huang, Xiaohui Liu, Jing He, Frank Klawonn, Guiqing Yao (Eds.): Health Information Science - Second International Conference, HIS 2013, London, UK, March 25-27, 2013. Proceedings. Lecture Notes in Computer Science 7798, Springer 2013, ISBN 978-3-642-37898-0
- 2012
- [j100]Zidong Wang, Bo Shen, Xiaohui Liu: H∞ filtering with randomly occurring sensor saturations and missing measurements. Automatica 48(3): 556-562 (2012)
- [j99]Chia-Hung Wei, Sherry Y. Chen, Xiaohui Liu: Mammogram retrieval on similar mass lesions. Computer Methods and Programs in Biomedicine 106(3): 234-248 (2012)
- [j98]Yurong Liu, Zidong Wang, Xiaohui Liu: Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays. Neurocomputing 94: 46-53 (2012)
- [j97]Xiaohui Liu, Youwang Sun: Information Integration of CPFR in Automobile Parts Inbound Logistics Based on Internet of Things. JCP 7(2): 349-355 (2012)
- [j96]Xiaohui Liu, Xiaohui Guo, Xueyu Zhao: Study on Logistics Center Site Selection of Jilin Province. JSW 7(8): 1799-1806 (2012)
- [j95]Yurong Liu, Zidong Wang, Xiaohui Liu: State Estimation for Discrete-Time Neural Networks with Markov-Mode-Dependent Lower and Upper Bounds on the Distributed Delays. Neural Processing Letters 36(1): 1-19 (2012)
- [j94]Bo Shen, Zidong Wang, Xiaohui Liu: Sampled-Data Synchronization Control of Dynamical Networks With Stochastic Sampling. IEEE Trans. Automat. Contr. 57(10): 2644-2650 (2012)
- [j93]Nianyin Zeng, Zidong Wang, Yurong Li, Min Du, Xiaohui Liu: A Hybrid EKF and Switching PSO Algorithm for Joint State and Parameter Estimation of Lateral Flow Immunoassay Models. IEEE/ACM Trans. Comput. Biology Bioinform. 9(2): 321-329 (2012)
- [j92]Jinling Liang, Zidong Wang, Xiaohui Liu, Panos Louvieris: Robust Synchronization for 2-D Discrete-Time Coupled Dynamical Networks. IEEE Trans. Neural Netw. Learning Syst. 23(6): 942-953 (2012)
- [j91]Jinling Liang, Zidong Wang, Bo Shen, Xiaohui Liu: Distributed state estimation in sensor networks with randomly occurring nonlinearities subject to time delays. TOSN 9(1): 4 (2012)
- [c45]Jing He, Yanchun Zhang, Guangyan Huang, Yefei Xin, Xiaohui Liu, Hao Lan Zhang, Stanley Chiang, Hailun Zhang: An Association Rule Analysis Framework for Complex Physiological and Genetic Data. HIS 2012: 131-142
- [c44]Juanying Xie, Jinhu Lei, Weixin Xie, Xinbo Gao, Yong Shi, Xiaohui Liu: Novel Hybrid Feature Selection Algorithms for Diagnosing Erythemato-Squamous Diseases. HIS 2012: 173-185
- [c43]Leishi Zhang, Jasna Kuljis, Xiaohui Liu: Visualization of high throughput biological data. ITI 2012: 163-168
- [c42]Xiaohui Liu, Hongwei Zhang, Qiao Xiang, Xin Che, Xi Ju: Taming uncertainties in real-time routing for wireless networked sensing and control. MobiHoc 2012: 75-84
- [e2]Jing He, Xiaohui Liu, Elizabeth A. Krupinski, Guandong Xu (Eds.): Health Information Science - First International Conference, HIS 2012, Beijing, China, April 8-10, 2012. Proceedings. Lecture Notes in Computer Science 7231, Springer 2012, ISBN 978-3-642-29360-3
- 2011
- [j90]Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu: Identifying user preferences with Wrapper-based Decision Trees. Expert Syst. Appl. 38(4): 3294-3303 (2011)
- [j89]Natalie Clewley, Sherry Y. Chen, Xiaohui Liu: Mining Learning Preferences in Web-based Instruction: Holists vs. Serialists. Educational Technology & Society 14(4): 266-277 (2011)
- [j88]Sherry Y. Chen, Xiaohui Liu: Mining students' learning patterns and performance in Web-based instruction: a cognitive style approach. Interactive Learning Environments 19(2): 179-192 (2011)
- [j87]Xiaohui Liu, Youwang Sun: Information Flow Management of Vendor-Managed Inventory System in Automobile Parts Inbound Logistics Based on Internet of Things. JSW 6(7): 1374-1380 (2011)
- [j86]Nianyin Zeng, Zidong Wang, Yurong Li, Min Du, Xiaohui Liu: Inference of Nonlinear State-Space Models for Sandwich-Type Lateral Flow Immunoassay Using Extended Kalman Filtering. IEEE Trans. Biomed. Engineering 58(7): 1959-1966 (2011)
- [j85]Bo Shen, Zidong Wang, Xiaohui Liu: A Stochastic Sampled-Data Approach to Distributed Hinfty Filtering in Sensor Networks. IEEE Trans. on Circuits and Systems 58-I(9): 2237-2246 (2011)
- [j84]Bachar Zineddin, Zidong Wang, Xiaohui Liu: Cellular Neural Networks, the Navier-Stokes Equation, and Microarray Image Reconstruction. IEEE Transactions on Image Processing 20(11): 3296-3301 (2011)
- [j83]Qiao Xiang, Hongwei Zhang, Jinhong Xu, Xiaohui Liu, Loren J. Rittle: When In-Network Processing Meets Time: Complexity and Effects of Joint Optimization in Wireless Sensor Networks. IEEE Trans. Mob. Comput. 10(10): 1488-1502 (2011)
- [j82]Bo Shen, Zidong Wang, Xiaohui Liu: Bounded Hinfty Synchronization and State Estimation for Discrete Time-Varying Stochastic Complex Networks Over a Finite Horizon. IEEE Transactions on Neural Networks 22(1): 145-157 (2011)
- [j81]Jinling Liang, Zidong Wang, Xiaohui Liu: Distributed State Estimation for Discrete-Time Sensor Networks With Randomly Varying Nonlinearities and Missing Measurements. IEEE Transactions on Neural Networks 22(3): 486-496 (2011)
- [j80]Xiaohui Liu, Hong Chen, Ping Wang, Bingzhao Gao: Design of a Data-Driven Predictive Controller for Start-up Process of AMT Vehicles. IEEE Transactions on Neural Networks 22(12): 2201-2212 (2011)
- [c41]Xiaohui Liu: Information Integration of Collaborative Planning, Forecasting and Replenishment (CPFR) Based on Internet of Things. CSISE (3) 2011: 641-647
- [c40]Lixiu Zhang, Yajing Zhou, Xiaohui Liu: Simulation analysis and physical experiment of the inverter's influence on ceramic electric spindle's vibration. EMEIT 2011: 219-222
- [c39]Jinya Jiang, Min Nie, Xiaohui Liu: A study for transmission scheme of entanglement signaling of quantum mobile communication radio interface. EMEIT 2011: 4052-4055
- [c38]
- 2010
- [j79]Zidong Wang, Yurong Liu, Guoliang Wei, Xiaohui Liu: A note on control of a class of discrete-time stochastic systems with distributed delays and nonlinear disturbances. Automatica 46(3): 543-548 (2010)
- [j78]Jian Li, Stephen Swift, Xiaohui Liu: The effect of cooling functions on ensemble clustering using simulated annealing. Intell. Data Anal. 14(6): 701-730 (2010)
- [j77]Bachar Zineddin, Zidong Wang, Yong Shi, Yurong Li, Min Du, Xiaohui Liu: A multi-view approach to cDNA micro-array analysis. I. J. Computational Biology and Drug Design 3(2): 91-111 (2010)
- [j76]Zidong Wang, Yurong Liu, Xiaohui Liu, Yong Shi: Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delays. Neurocomputing 74(1-3): 256-264 (2010)
- [j75]Jinling Liang, Zidong Wang, Xiaohui Liu: Robust passivity and passification of stochastic fuzzy time-delay systems. Inf. Sci. 180(9): 1725-1737 (2010)
- [j74]Xiaohui Liu, Chin-Seng Chua: Rejection of non-meaningful activities for HMM-based activity recognition system. Image Vision Comput. 28(6): 865-871 (2010)
- [j73]Andrzej Ruta, Yongmin Li, Xiaohui Liu: Real-time traffic sign recognition from video by class-specific discriminative features. Pattern Recognition 43(1): 416-430 (2010)
- [j72]Weiguo Sheng, Allan Tucker, Xiaohui Liu: A niching genetic k-means algorithm and its applications to gene expression data. Soft Comput. 14(1): 9-19 (2010)
- [j71]Zidong Wang, Yurong Liu, Xiaohui Liu: Exponential Stabilization of a Class of Stochastic System With Markovian Jump Parameters and Mode-Dependent Mixed Time-Delays. IEEE Trans. Automat. Contr. 55(7): 1656-1662 (2010)
- [j70]Andrzej Ruta, Yongmin Li, Xiaohui Liu: Robust Class Similarity Measure for Traffic Sign Recognition. IEEE Transactions on Intelligent Transportation Systems 11(4): 846-855 (2010)
- [j69]Sherry Y. Chen, Robert D. Macredie, Xiaohui Liu, Alistair Sutcliffe: Editorial: Data mining for understanding user needs. ACM Trans. Comput.-Hum. Interact. 17(1) (2010)
- [j68]Jinling Liang, Zidong Wang, Xiaohui Liu: On Passivity and Passification of Stochastic Fuzzy Systems With Delays: The Discrete-Time Case. IEEE Transactions on Systems, Man, and Cybernetics, Part B 40(3): 964-969 (2010)
- [c37]Ana G. Salazar-Gonzalez, Yongmin Li, Xiaohui Liu: Retinal blood vessel segmentation via graph cut. ICARCV 2010: 225-230
- [c36]Xin Che, Xiaohui Liu, Xi Ju, Hongwei Zhang: Adaptive Instantiation of the Protocol Interference Model in Mission-Critical Wireless Networks. SECON 2010: 64-72
2000 – 2009
- 2009
- [j67]Zidong Wang, Daniel W. C. Ho, Yurong Liu, Xiaohui Liu: Robust H INFINITY control for a class of nonlinear discrete time-delay stochastic systems with missing measurements. Automatica 45(3): 684-691 (2009)
- [j66]Man Wai Lee, Sherry Y. Chen, Kyriacos Chrysostomou, Xiaohui Liu: Mining students' behavior in web-based learning programs. Expert Syst. Appl. 36(2): 3459-3464 (2009)
- [j65]Jinling Liang, Zidong Wang, Xiaohui Liu: Global Synchronization in an Array of Discrete-Time Neural Networks with Nonlinear Coupling and Time-Varying Delays. Int. J. Neural Syst. 19(1): 57-63 (2009)
- [j64]Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu: Investigation of users' preferences in interactive multimedia learning systems: a data mining approach. Interactive Learning Environments 17(2): 151-163 (2009)
- [j63]Zidong Wang, Yurong Liu, Xiaohui Liu: State estimation for jumping recurrent neural networks with discrete and distributed delays. Neural Networks 22(1): 41-48 (2009)
- [j62]Yurong Liu, Zidong Wang, Xiaohui Liu: Asymptotic stability for neural networks with mixed time-delays: The discrete-time case. Neural Networks 22(1): 67-74 (2009)
- [j61]Yurong Liu, Zidong Wang, Xiaohui Liu: On Global Stability of Delayed BAM Stochastic Neural Networks with Markovian Switching. Neural Processing Letters 30(1): 19-35 (2009)
- [j60]Natalie Clewley, Sherry Y. Chen, Xiaohui Liu: Evaluation of the credibility of internet shopping in the UK. Online Information Review 33(4): 805-826 (2009)
- [j59]Fuwen Yang, Zidong Wang, Gang Feng, Xiaohui Liu: Robust Filtering With Randomly Varying Sensor Delay: The Finite-Horizon Case. IEEE Trans. on Circuits and Systems 56-I(3): 664-672 (2009)
- [j58]Zidong Wang, Xiaohui Liu, Yurong Liu, Jinling Liang, Veronica Vinciotti: An Extended Kalman Filtering Approach to Modeling Nonlinear Dynamic Gene Regulatory Networks via Short Gene Expression Time Series. IEEE/ACM Trans. Comput. Biology Bioinform. 6(3): 410-419 (2009)
- [j57]Jinling Liang, Zidong Wang, Xiaohui Liu: State Estimation for Coupled Uncertain Stochastic Networks With Missing Measurements and Time-Varying Delays: The Discrete-Time Case. IEEE Transactions on Neural Networks 20(5): 781-793 (2009)
- [j56]Yurong Liu, Zidong Wang, Jinling Liang, Xiaohui Liu: Stability and Synchronization of Discrete-Time Markovian Jumping Neural Networks With Mixed Mode-Dependent Time Delays. IEEE Transactions on Neural Networks 20(7): 1102-1116 (2009)
- [c35]
- [c34]Qiao Xiang, Jinhong Xu, Xiaohui Liu, Hongwei Zhang, Loren J. Rittle: When In-Network Processing Meets Time: Complexity and Effects of Joint Optimization in Wireless Sensor Networks. RTSS 2009: 148-157
- [c33]Sherry Y. Chen, Natalie Clewley, Xiaohui Liu: Cognitive styles and Web-based Instruction: Field Dependent/Independent vs. Holist/Serialist. SMC 2009: 2074-2079
- [p1]Jinling Liang, Zidong Wang, Xiaohui Liu: On Synchronization of Coupled Delayed Neural Networks. Recent Advances in Nonlinear Dynamics and Synchronization 2009: 117-149
- [r2]Man Wai Lee, Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu: Decision Tree Applications for Data Modelling. Encyclopedia of Artificial Intelligence 2009: 437-442
- 2008
- [j55]
- [j54]Yurong Liu, Zidong Wang, Xiaohui Liu: On synchronization of coupled neural networks with discrete and unbounded distributed delays. Int. J. Comput. Math. 85(8): 1299-1313 (2008)
- [j53]Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu: Combining multiple classifiers for wrapper feature selection. IJDMMM 1(1): 91-102 (2008)
- [j52]Christine G. Minetou, Sherry Y. Chen, Xiaohui Liu: Investigation of the Use of Navigation Tools in Web-Based Learning: A Data Mining Approach. Int. J. Hum. Comput. Interaction 24(1): 48-67 (2008)
- [j51]Yurong Liu, Zidong Wang, Xiaohui Liu: Robust stability of discrete-time stochastic neural networks with time-varying delays. Neurocomputing 71(4-6): 823-833 (2008)
- [j50]Karl Fraser, Zidong Wang, Yongmin Li, Paul Kellam, Xiaohui Liu: Can graph-cutting improve microarray gene expression reconstructions? Pattern Recognition Letters 29(16): 2129-2136 (2008)
- [j49]Zidong Wang, James Lam, Guoliang Wei, Karl Fraser, Xiaohui Liu: Filtering for Nonlinear Genetic Regulatory Networks With Stochastic Disturbances. IEEE Trans. Automat. Contr. 53(10): 2448-2457 (2008)
- [j48]Weiguo Sheng, Xiaohui Liu, Michael C. Fairhurst: A Niching Memetic Algorithm for Simultaneous Clustering and Feature Selection. IEEE Trans. Knowl. Data Eng. 20(7): 868-879 (2008)
- [j47]Sherry Y. Chen, Xiaohui Liu: An Integrated Approach for Modeling Learning Patterns of Students in Web-Based Instruction: A Cognitive Style Perspective. ACM Trans. Comput.-Hum. Interact. 15(1) (2008)
- [j46]Leishi Zhang, Jasna Kuljis, Xiaohui Liu: Information Visualization for DNA Microarray Data Analysis: A Critical Review. IEEE Transactions on Systems, Man, and Cybernetics, Part C 38(1): 42-54 (2008)
- [j45]Jinling Liang, Zidong Wang, Yurong Liu, Xiaohui Liu: Global Synchronization Control of General Delayed Discrete-Time Networks With Stochastic Coupling and Disturbances. IEEE Transactions on Systems, Man, and Cybernetics, Part B 38(4): 1073-1083 (2008)
- [j44]Yurong Liu, Zidong Wang, Jinling Liang, Xiaohui Liu: Synchronization and State Estimation for Discrete-Time Complex Networks With Distributed Delays. IEEE Transactions on Systems, Man, and Cybernetics, Part B 38(5): 1314-1325 (2008)
- [c32]Rui Fan, Xiaohui Liu: An Information System Model Based on Enterprise Intelligence Component. CSSE (2) 2008: 127-130
- [c31]Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu: The Influences of Number and Nature of Classifiers on Consensus Feature Selection. DMIN 2008: 173-179
- [c30]Fuwen Yang, Yongmin Li, Xiaohui Liu: Robust Variance Constrained Filter Design for Systems with Non-Gaussian Noises. ICNSC 2008: 880-884
- 2007
- [j43]Guoliang Wei, Zidong Wang, Huisheng Shu, Karl Fraser, Xiaohui Liu: Robust filtering for gene expression time series data with variance constraints. Int. J. Comput. Math. 84(5): 619-633 (2007)
- [j42]Daniel Morris, Zidong Wang, Xiaohui Liu: Microarray subgrid detection: a novel algorithm. Int. J. Comput. Math. 84(5): 669-678 (2007)
- [j41]Enrique Frías-Martínez, Sherry Y. Chen, Xiaohui Liu: Automatic cognitive style identification of digital library users for personalization. JASIST 58(2): 237-251 (2007)
- [j40]Eleftherios Panteris, Stephen Swift, Annette M. Payne, Xiaohui Liu: Mining pathway signatures from microarray data and relevant biological knowledge. Journal of Biomedical Informatics 40(6): 698-706 (2007)
- [j39]Michael Hirsch, Stephen Swift, Xiaohui Liu: Optimal Search Space for Clustering Gene Expression Data via Consensus. Journal of Computational Biology 14(10): 1327-1341 (2007)
- [j38]Sabah Khalid, Mohsin Khan, Alistair Symonds, Karl Fraser, Ping Wang, Xiaohui Liu, Suling Li: CIDA: An integrated software for the design, characterisation and global comparison of microarrays. J. Integrative Bioinformatics 4(3) (2007)
- [j37]Zidong Wang, Fuwen Yang, Daniel W. C. Ho, Xiaohui Liu: Robust Hinfty Control for Networked Systems With Random Packet Losses. IEEE Transactions on Systems, Man, and Cybernetics, Part B 37(4): 916-924 (2007)
- [j36]Enrique Frías-Martínez, Sherry Y. Chen, Robert D. Macredie, Xiaohui Liu: The role of human factors in stereotyping behavior and perception of digital library users: a robust clustering approach. User Model. User-Adapt. Interact. 17(3): 305-337 (2007)
- [c29]Andrzej Ruta, Yongmin Li, Xiaohui Liu: Towards Real-Time Traffic Sign Recognition by Class-Specific Discriminative Features. BMVC 2007: 1-10
- [c28]Man Wai Lee, Sherry Y. Chen, Xiaohui Liu: Mining Learners' Behavior in Accessing Web-Based Interface. Edutainment 2007: 336-346
- [c27]Karl Fraser, Zidong Wang, Yongmin Li, Paul Kellam, Xiaohui Liu: Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers. IDA 2007: 308-319
- [c26]Andrzej Ruta, Yongmin Li, Xiaohui Liu: Traffic Sign Recognition Using Discriminative Local Features. IDA 2007: 355-366
- 2006
- [j35]Veronica Vinciotti, Xiaohui Liu, Rolf Turk, Emile J. de Meijer, Peter A. C. 't Hoen: Exploiting the full power of temporal gene expression profiling through a new statistical test: Application to the analysis of muscular dystrophy data. BMC Bioinformatics 7: 183 (2006)
- [j34]Weiguo Sheng, Xiaohui Liu: A genetic k-medoids clustering algorithm. J. Heuristics 12(6): 447-466 (2006)
- [j33]Allan Tucker, Peter A. C. 't Hoen, Veronica Vinciotti, Xiaohui Liu: Temporal Bayesian classifiers for modelling muscular dystrophy expression data. Intell. Data Anal. 10(5): 441-455 (2006)
- [j32]Yurong Liu, Zidong Wang, Xiaohui Liu: On global exponential stability of generalized stochastic neural networks with mixed time-delays. Neurocomputing 70(1-3): 314-326 (2006)
- [j31]Xiaohui Liu, Chin-Seng Chua: Multi-agent activity recognition using observation decomposedhidden Markov models. Image Vision Comput. 24(2): 166-175 (2006)
- [j30]Sabah Khalid, Karl Fraser, Mohsin Khan, Ping Wang, Xiaohui Liu, Suling Li: Analysing Microarray Data using the Multi-functional Immune Ontologiser. J. Integrative Bioinformatics 3(2) (2006)
- [j29]Stephen Swift, Joost N. Kok, Xiaohui Liu: Learning short multivariate time series models through evolutionary and sparse matrix computation. Natural Computing 5(4): 387-426 (2006)
- [j28]Yurong Liu, Zidong Wang, Xiaohui Liu: Global exponential stability of generalized recurrent neural networks with discrete and distributed delays. Neural Networks 19(5): 667-675 (2006)
- [j27]Zidong Wang, Yurong Liu, Maozhen Li, Xiaohui Liu: Stability analysis for stochastic Cohen-Grossberg neural networks with mixed time delays. IEEE Transactions on Neural Networks 17(3): 814-820 (2006)
- [j26]Zidong Wang, Fuwen Yang, Daniel W. C. Ho, Xiaohui Liu: Robust H/sub /spl infin// filtering for stochastic time-delay systems with missing measurements. IEEE Transactions on Signal Processing 54(7): 2579-2587 (2006)
- [c25]Michael Hirsch, Allan Tucker, Stephen Swift, Nigel J. Martin, Christine A. Orengo, Paul Kellam, Xiaohui Liu: Improved Robustness in Time Series Analysis of Gene Expression Data by Polynomial Model Based Clustering. CompLife 2006: 1-10
- [c24]
- [c23]Sabah Khalid, Mohsin Khan, Ping Wang, Xiaohui Liu, Suling Li: Application of Bioinformatics in the Design of Gene Expression Microarrays. ISoLA 2006: 146-160
- [c22]Kyriacos Chrysostomou, Enrique Frías-Martínez, Sherry Y. Chen, Xiaohui Liu: Mining User Preferences of Multimedia Interfaces with K-modes. SMC 2006: 2849-2854
- 2005
- [j25]Allan Tucker, Veronica Vinciotti, Xiaohui Liu, David Garway-Heath: A spatio-temporal Bayesian network classifier for understanding visual field deterioration. Artificial Intelligence in Medicine 34(2): 163-177 (2005)
- [j24]Veronica Vinciotti, Raya Khanin, Davide D'Alimonte, Xiaohui Liu, N. Cattini, G. Hotchkiss, G. Bucca, O. de Jesus, J. Rasaiyaah, Colin P. Smith, Paul Kellam, Ernst Wit: An experimental evaluation of a loop versus a reference design for two-channel microarrays. Bioinformatics 21(4): 492-501 (2005)
- [j23]Paul O'Neill, Karl Fraser, Zidong Wang, Paul Kellam, Joost N. Kok, Xiaohui Liu: Pyramidic Clustering of Large-Scale Microarray Images. Comput. J. 48(4): 466-479 (2005)
- [j22]Sherry Y. Chen, Xiaohui Liu: Data mining from 1994 to 2004: an application-orientated review. IJBIDM 1(1): 4-21 (2005)
- [j21]Zidong Wang, Daniel W. C. Ho, Xiaohui Liu: State estimation for delayed neural networks. IEEE Transactions on Neural Networks 16(1): 279-284 (2005)
- [j20]Zidong Wang, Daniel W. C. Ho, Xiaohui Liu: Variance-Constrained Control for Uncertain Stochastic Systems With Missing Measurements. IEEE Transactions on Systems, Man, and Cybernetics, Part A 35(5): 746-753 (2005)
- [j19]Weiguo Sheng, Stephen Swift, Leishi Zhang, Xiaohui Liu: A weighted sum validity function for clustering with a hybrid niching genetic algorithm. IEEE Transactions on Systems, Man, and Cybernetics, Part B 35(6): 1156-1167 (2005)
- [c21]Eleftherios Panteris, Stephen Swift, Annette M. Payne, Xiaohui Liu: Biochemical Pathway Analysis via Signature Mining. CompLife 2005: 12-23
- [c20]Christine G. Minetou, Sherry Y. Chen, Xiaohui Liu: Grouping Users' Communities in an Interactive Web-Based Learning System: A Data Mining Approach. ICALT 2005: 474-475
- [c19]Allan Tucker, Veronica Vinciotti, Peter A. C. 't Hoen, Xiaohui Liu: Bayesian Network Classifiers for Time-Series Microarray Data. IDA 2005: 475-485
- [r1]Sherry Y. Chen, Xiaohui Liu: Data Mining in Practice. Encyclopedia of Information Science and Technology (II) 2005: 723-728
- 2004
- [j18]Allan Tucker, Xiaohui Liu: A Bayesian network approach to explaining time series with changing structure. Intell. Data Anal. 8(5): 469-480 (2004)
- [j17]Sherry Y. Chen, Xiaohui Liu: The contribution of data mining to information science. J. Information Science 30(6): 550-558 (2004)
- [j16]Zidong Wang, Daniel W. C. Ho, Xiaohui Liu: A note on the robust stability of uncertain stochastic fuzzy systems with time-delays. IEEE Transactions on Systems, Man, and Cybernetics, Part A 34(4): 570-576 (2004)
- [c18]Karl Fraser, Paul O'Neill, Zidong Wang, Xiaohui Liu: "Copasetic Clustering": Making Sense of Large-Scale Images. CASDMKM 2004: 99-108
- [c17]Weiguo Sheng, Allan Tucker, Xiaohui Liu: Clustering with Niching Genetic K-means Algorithm. GECCO (2) 2004: 162-173
- [c16]Fuwen Yang, Zidong Wang, Xiaohui Liu: Robust filtering for systems with stochastic nonlinearities and deterministic uncertainties. ICARCV 2004: 62-67
- [c15]Karl Fraser, Paul O'Neill, Zidong Wang, Xiaohui Liu: "Copasetic analysis": automated analysis of biological gene expression images. ICARCV 2004: 1061-1066
- [c14]Paul O'Neill, George D. Magoulas, Xiaohui Liu: Quality Processing of Microarray Image Data through Image Inpainting and Texture Synthesis. ISBI 2004: 117-120
- [c13]Paul Kellam, Stephen Swift, Allan Tucker, Veronica Vinciotti, Nigel J. Martin, Christine A. Orengo, Xiaohui Liu: Consensus Clustering and Functional Interpretation of Gene Expression Data. Spanish Bioinformatics Conference 2004: 6
- 2003
- [j15]Zidong Wang, Daniel W. C. Ho, Xiaohui Liu: Variance-constrained filtering for uncertain stochastic systems with missing measurements. IEEE Trans. Automat. Contr. 48(7): 1254-1258 (2003)
- [j14]Zidong Wang, James Lam, Xiaohui Liu: Nonlinear filtering for state delayed systems with Markovian switching. IEEE Transactions on Signal Processing 51(9): 2321-2328 (2003)
- [c12]Allan Tucker, Xiaohui Liu, David Garway-Heath: Spatial Operators for Evolving Dynamic Bayesian Networks from Spatio-temporal Data. GECCO 2003: 2360-2371
- [c11]Xiaohui Liu, Chin-Seng Chua: Multi-agent Activity Recognition Using Observation Decomposed Hidden Markov Model. ICVS 2003: 247-256
- [c10]Allan Tucker, Xiaohui Liu: Learning Dynamic Bayesian Networks from Multivariate Time Series with Changing Dependencies. IDA 2003: 100-110
- [c9]Paul O'Neill, George D. Magoulas, Xiaohui Liu: Obtaining Quality Microarray Data via Image Reconstruction. IDA 2003: 364-375
- [c8]Aristoklis D. Anastasiadis, George D. Magoulas, Xiaohui Liu: Classification of Protein Localisation Patterns via Supervised Neural Network Learning. IDA 2003: 430-439
- [c7]Steve Counsell, Xiaohui Liu, Rajaa Najjar, Stephen Swift, Allan Tucker: Applying Intelligent Data Analysis to Coupling Relationships in Object-Oriented Software. IDA 2003: 440-450
- 2002
- [j13]Stephen Swift, Xiaohui Liu: Predicting glaucomatous visual field deterioration through short multivariate time series modelling. Artificial Intelligence in Medicine 24(1): 5-24 (2002)
- [j12]Paul Kellam, Xiaohui Liu, Nigel J. Martin, Christine A. Orengo, Stephen Swift, Allan Tucker: A framework for modelling virus gene expression data. Intell. Data Anal. 6(3): 267-279 (2002)
- [j11]Steve Counsell, Xiaohui Liu, Janet McFall, Stephen Swift, Allan Tucker: Evolutionary algorithms for grouping high dimensional Email data. Intell. Data Anal. 6(6): 503-516 (2002)
- [j10]Xiaohui Liu, Gongxian Cheng, John Xingwang Wu: Analyzing Outliers Cautiously. IEEE Trans. Knowl. Data Eng. 14(2): 432-437 (2002)
- 2001
- [j9]Allan Tucker, Xiaohui Liu, Andrew Ogden-Swift: Evolutionary learning of dynamic probabilistic models with large time lags. Int. J. Intell. Syst. 16(5): 621-645 (2001)
- [j8]Stephen Swift, Allan Tucker, Nigel J. Martin, Xiaohui Liu: Grouping multivariate time series variables: applications to chemical process and visual field data. Knowl.-Based Syst. 14(3-4): 147-154 (2001)
- [j7]Allan Tucker, Stephen Swift, Xiaohui Liu: Variable grouping in multivariate time series via correlation. IEEE Transactions on Systems, Man, and Cybernetics, Part B 31(2): 235-245 (2001)
- [c6]Steve Counsell, Xiaohui Liu, Stephen Swift, Allan Tucker, Janet McFall: Optimising the Grouping of Email Users to Servers Using Intelligent Data Analysis. ICEIS (1) 2001: 489-496
- [c5]Paul Kellam, Xiaohui Liu, Nigel J. Martin, Christine A. Orengo, Stephen Swift, Allan Tucker: A Framework for Modelling Short, High-Dimensional Multivariate Time Series: Preliminary Results in Virus Gene Expression Data Analysis. IDA 2001: 218-227
1990 – 1999
- 1999
- [j6]
- [c4]Stephen Swift, Allan Tucker, Xiaohui Liu: Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series. IDA 1999: 51-62
- [c3]Gongxian Cheng, Kwawen Cho, Xiaohui Liu, George Loizou, John Xingwang Wu: Evaluating an Eye Screening Test. IDA 1999: 461-472
- 1998
- [j5]Michael R. Berthold, Paul R. Cohen, Xiaohui Liu: Intelligent Data Analysis: Reasoning About Data. AI Magazine 19(4): 131-134 (1998)
- [j4]Xiaohui Liu, Gongxian Cheng, John Xingwang Wu: AI for Public Health: Self-Screening for Eye Diseases. IEEE Intelligent Systems 13(5): 28-35 (1998)
- [j3]Xiaohui Liu, Paul R. Cohen, Michael R. Berthold: Editorial: Reasoning About Data. Intell. Data Anal. 2(1-4): 63-66 (1998)
- [j2]Harvey Dettmar, Xiaohui Liu, Roger Johnson, Alan Payne: Knowledge-based data generation. Knowl.-Based Syst. 11(3-4): 167-177 (1998)
- 1997
- [c2]John Xingwang Wu, Gongxian Cheng, Xiaohui Liu: Reasoning about Outliers by Modelling Noisy Data. IDA 1997: 549-558
- [e1]Xiaohui Liu, Paul R. Cohen, Michael R. Berthold (Eds.): Advances in Intelligent Data Analysis, Reasoning about Data, Second International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings. Lecture Notes in Computer Science 1280, Springer 1997, ISBN 3-540-63346-4
- 1994
- [j1]Xiaohui Liu, Gongxian Cheng, John Xingwang Wu: Identifying the measurement noise in glaucomatous testing: an artificial neural network approach. Artificial Intelligence in Medicine 6(5): 401-416 (1994)
- [c1]Xiaohui Liu, Gongxian Cheng, John Xingwang Wu: Noise and Uncertainty Management in Intelligent Data Modeling. AAAI 1994: 263-268
Coauthor Index
[j103] [j100] [j98] [j95] [j94] [j93] [j92] [j91] [j86] [j85] [j84] [j82] [j81] [j79] [j77] [j76] [j75] [j71] [j68] [j67] [j65] [j63] [j62] [j61] [j59] [j58] [j57] [j56] [p1] [j55] [j54] [j51] [j50] [j49] [j45] [j44] [j43] [j42] [j37] [c27] [j32] [j28] [j27] [j26] [j23] [j21] [j20] [j16] [c18] [c16] [c15] [j15] [j14]
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last updated on 2013-06-18 22:42 CEST by the dblp team