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Xiaohui Liu

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2009
82EEJinling 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)
81EEZidong Wang, Yurong Liu, Xiaohui Liu: State estimation for jumping recurrent neural networks with discrete and distributed delays. Neural Networks 22(1): 41-48 (2009)
80EEYurong 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)
2008
79EERui Fan, Xiaohui Liu: An Information System Model Based on Enterprise Intelligence Component. CSSE (2) 2008: 127-130
78 Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu: The Influences of Number and Nature of Classifiers on Consensus Feature Selection. DMIN 2008: 173-179
77EEFuwen Yang, Yongmin Li, Xiaohui Liu: Robust Variance Constrained Filter Design for Systems with Non-Gaussian Noises. ICNSC 2008: 880-884
76EESherry 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)
75EEZidong Wang, Yurong Liu, Xiaohui Liu: H. Automatica 44(5): 1268-1277 (2008)
74EEWeiguo 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)
73EEJinling 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)
72EEYurong 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)
71EELeishi Zhang, J. 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)
70EEKyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu: Combining multiple classifiers for wrapper feature selection. IJDMMM 1(1): 91-102 (2008)
69EEYurong 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)
68EEYurong Liu, Zidong Wang, Xiaohui Liu: Robust stability of discrete-time stochastic neural networks with time-varying delays. Neurocomputing 71(4-6): 823-833 (2008)
67EEKarl 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)
2007
66EEMan Wai Lee, Sherry Y. Chen, Xiaohui Liu: Mining Learners' Behavior in Accessing Web-Based Interface. Edutainment 2007: 336-346
65EEKarl Fraser, Zidong Wang, Yongmin Li, Paul Kellam, Xiaohui Liu: Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers. IDA 2007: 308-319
64EEAndrzej Ruta, Yongmin Li, Xiaohui Liu: Traffic Sign Recognition Using Discriminative Local Features. IDA 2007: 355-366
63EEZidong Wang, Fuwen Yang, D. 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)
62EEGuoliang 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)
61EEDaniel Morris, Zidong Wang, Xiaohui Liu: Microarray subgrid detection: a novel algorithm. Int. J. Comput. Math. 84(5): 669-678 (2007)
60EESabah 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)
59EEEnrique Frías-Martínez, Sherry Y. Chen, Xiaohui Liu: Automatic cognitive style identification of digital library users for personalization. JASIST 58(2): 237-251 (2007)
58EEEleftherios Panteris, Stephen Swift, Annette Payne, Xiaohui Liu: Mining pathway signatures from microarray data and relevant biological knowledge. Journal of Biomedical Informatics 40(6): 698-706 (2007)
57EEMichael Hirsch, Stephen Swift, Xiaohui Liu: Optimal Search Space for Clustering Gene Expression Data via Consensus. Journal of Computational Biology 14(10): 1327-1341 (2007)
56EEEnrique 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)
2006
55EEMichael 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
54EEXiaohui Liu, Chin-Seng Chua: Rejection of Non-meaningful Activities. FG 2006: 189-196
53EEVeronica 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)
52EEZidong 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)
51EEXiaohui Liu, Chin-Seng Chua: Multi-agent activity recognition using observation decomposedhidden Markov models. Image Vision Comput. 24(2): 166-175 (2006)
50EEAllan 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)
49EEWeiguo Sheng, Xiaohui Liu: A genetic k-medoids clustering algorithm. J. Heuristics 12(6): 447-466 (2006)
48EESabah 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)
47EEStephen 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)
46EEYurong 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)
45EEYurong 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)
2005
44EEEleftherios Panteris, Stephen Swift, Annette Payne, Xiaohui Liu: Biochemical Pathway Analysis via Signature Mining. CompLife 2005: 12-23
43EEChristine Minetou, Sherry Y. Chen, Xiaohui Liu: Grouping Users' Communities in an Interactive Web-Based Learning System: A Data Mining Approach. ICALT 2005: 474-475
42EEAllan Tucker, Veronica Vinciotti, Peter A. C. 't Hoen, Xiaohui Liu: Bayesian Network Classifiers for Time-Series Microarray Data. IDA 2005: 475-485
41 Sherry Y. Chen, Xiaohui Liu: Data Mining in Practice. Encyclopedia of Information Science and Technology (II) 2005: 723-728
40EEAllan 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)
39EEVeronica Vinciotti, Raya Khanin, David D'Alimonte, Xiaohui Liu, N. Cattini, G. Hotchkiss, G. Bucca, O. de Jesus, J. Rasaiyaah, C. 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)
38EEPaul 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)
37EEZidong Wang, D. 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)
36EEWeiguo 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)
35EESherry Y. Chen, Xiaohui Liu: Data mining from 1994 to 2004: an application-orientated review. IJBIDM 1(1): 4-21 (2005)
2004
34EEKarl Fraser, Paul O'Neill, Zidong Wang, Xiaohui Liu: "Copasetic Clustering": Making Sense of Large-Scale Images. CASDMKM 2004: 99-108
33EEWeiguo Sheng, Allan Tucker, Xiaohui Liu: Clustering with Niching Genetic K-means Algorithm. GECCO (2) 2004: 162-173
32EEKarl Fraser, Paul O'Neill, Zidong Wang, Xiaohui Liu: "Copasetic analysis": automated analysis of biological gene expression images. ICARCV 2004: 1061-1066
31EEFuwen Yang, Zidong Wang, Xiaohui Liu: Robust filtering for systems with stochastic nonlinearities and deterministic uncertainties. ICARCV 2004: 62-67
30 Paul O'Neill, George D. Magoulas, Xiaohui Liu: Quality Processing of Microarray Image Data through Image Inpainting and Texture Synthesis. ISBI 2004: 117-120
29 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
28EEZidong Wang, D. 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)
27EEAllan Tucker, Xiaohui Liu: A Bayesian network approach to explaining time series with changing structure. Intell. Data Anal. 8(5): 469-480 (2004)
2003
26EEAllan Tucker, Xiaohui Liu, David Garway-Heath: Spatial Operators for Evolving Dynamic Bayesian Networks from Spatio-temporal Data. GECCO 2003: 2360-2371
25EEXiaohui Liu, Chin-Seng Chua: Multi-agent Activity Recognition Using Observation Decomposed Hidden Markov Model. ICVS 2003: 247-256
24EEAllan Tucker, Xiaohui Liu: Learning Dynamic Bayesian Networks from Multivariate Time Series with Changing Dependencies. IDA 2003: 100-110
23EEPaul O'Neill, George D. Magoulas, Xiaohui Liu: Obtaining Quality Microarray Data via Image Reconstruction. IDA 2003: 364-375
22EEAristoklis D. Anastasiadis, George D. Magoulas, Xiaohui Liu: Classification of Protein Localisation Patterns via Supervised Neural Network Learning. IDA 2003: 430-439
21EESteve 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
20 Stephen Swift, Xiaohui Liu: Predicting glaucomatous visual field deterioration through short multivariate time series modelling. Artificial Intelligence in Medicine 24(1): 5-24 (2002)
19EEXiaohui Liu, Gongxian Cheng, John Xingwang Wu: Analyzing Outliers Cautiously. IEEE Trans. Knowl. Data Eng. 14(2): 432-437 (2002)
18EEPaul 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)
17EESteve 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)
2001
16 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
15EEPaul 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
14 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)
13 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)
12EEStephen 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)
1999
11EEGongxian Cheng, Kwawen Cho, Xiaohui Liu, George Loizou, John Xingwang Wu: Evaluating an Eye Screening Test. IDA 1999: 461-472
10EEStephen Swift, Allan Tucker, Xiaohui Liu: Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series. IDA 1999: 51-62
9 Xiaohui Liu: Progress in Intelligent Data Analysis. Appl. Intell. 11(3): 235-240 (1999)
1998
8 Michael R. Berthold, Paul R. Cohen, Xiaohui Liu: Intelligent Data Analysis: Reasoning About Data. AI Magazine 19(4): 131-134 (1998)
7 Xiaohui Liu, Gongxian Cheng, John Xingwang Wu: AI for Public Health: Self-Screening for Eye Diseases. IEEE Intelligent Systems 13(5): 28-35 (1998)
6EEXiaohui Liu, Paul R. Cohen, Michael R. Berthold: Editorial: Reasoning About Data. Intell. Data Anal. 2(1-4): 63-66 (1998)
5EEHarvey Dettmar, Xiaohui Liu, Roger Johnson, Alan Payne: Knowledge-based data generation. Knowl.-Based Syst. 11(3-4): 167-177 (1998)
1997
4 Xiaohui Liu, Paul R. Cohen, Michael R. Berthold: Advances in Intelligent Data Analysis, Reasoning about Data, Second International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings Springer 1997
3EEJohn Xingwang Wu, Gongxian Cheng, Xiaohui Liu: Reasoning about Outliers by Modelling Noisy Data. IDA 1997: 549-558
1994
2 Xiaohui Liu, Gongxian Cheng, John Xingwang Wu: Noise and Uncertainty Management in Intelligent Data Modeling. AAAI 1994: 263-268
1 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)

Coauthor Index

1Aristoklis D. Anastasiadis [22]
2Michael R. Berthold [4] [6] [8]
3G. Bucca [39]
4N. Cattini [39]
5Sherry Y. Chen [35] [41] [43] [56] [59] [66] [70] [76] [78]
6Gongxian Cheng [1] [2] [3] [7] [11] [19]
7Kwawen Cho [11]
8Kyriacos Chrysostomou [70] [78]
9Chin-Seng Chua [25] [51] [54]
10Paul R. Cohen [4] [6] [8]
11Steve Counsell [16] [17] [21]
12David D'Alimonte [39]
13Harvey Dettmar [5]
14Michael C. Fairhurst [74]
15Rui Fan [79]
16Karl Fraser [32] [34] [38] [48] [60] [62] [65] [67]
17Enrique Frías-Martínez [56] [59]
18David Garway-Heath [26] [40]
19Michael Hirsch [55] [57]
20D. W. C. Ho [28] [37] [63]
21Peter A. C. 't Hoen [42] [50] [53]
22G. Hotchkiss [39]
23O. de Jesus [39]
24Roger Johnson [5]
25Paul Kellam [15] [18] [29] [38] [39] [55] [65] [67]
26Sabah Khalid [48] [60]
27Mohsin Khan [48] [60]
28Raya Khanin [39]
29Joost N. Kok [38] [47]
30J. Kuljis [71]
31Man Wai Lee [66]
32Maozhen Li [52]
33Suling Li [48] [60]
34Yongmin Li [64] [65] [67] [77]
35Jinling Liang [72] [73] [82]
36Yurong Liu [45] [46] [52] [68] [69] [72] [73] [75] [80] [81]
37George Loizou [11]
38Robert D. Macredie [56]
39George D. Magoulas [22] [23] [30]
40Nigel J. Martin [12] [15] [18] [29] [55]
41Janet McFall [16] [17]
42Emile J. de Meijer [53]
43Christine Minetou [43]
44Daniel Morris [61]
45Rajaa Najjar [21]
46Paul O'Neill [23] [30] [32] [34] [38]
47Andrew Ogden-Swift [13]
48Christine A. Orengo [15] [18] [29] [55]
49Eleftherios Panteris [44] [58]
50Alan Payne [5]
51Annette Payne [44] [58]
52J. Rasaiyaah [39]
53Andrzej Ruta [64]
54Weiguo Sheng [33] [36] [49] [74]
55Huisheng Shu [62]
56C. P. Smith [39]
57Stephen Swift [10] [12] [14] [15] [16] [17] [18] [20] [21] [29] [36] [44] [47] [55] [57] [58]
58Alistair Symonds [60]
59Allan Tucker [10] [12] [13] [14] [15] [16] [17] [18] [21] [24] [26] [27] [29] [33] [40] [42] [50] [55]
60Rolf Turk [53]
61Veronica Vinciotti [29] [39] [40] [42] [50] [53]
62Ping Wang [48] [60]
63Zidong Wang [28] [31] [32] [34] [37] [38] [45] [46] [52] [61] [62] [63] [65] [67] [68] [69] [72] [73] [75] [80] [81] [82]
64Guoliang Wei [62]
65Ernst Wit [39]
66John Xingwang Wu [1] [2] [3] [7] [11] [19]
67Fuwen Yang [31] [63] [77]
68Leishi Zhang [36] [71]

Colors in the list of coauthors

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