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Xiaohui Liu: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Xiaohui Liu, Gongxian Cheng, John Xingwang Wu
    Noise and Uncertainty Management in Intelligent Data Modeling. [Citation Graph (0, 0)][DBLP]
    AAAI, 1994, pp:263-268 [Conf]
  2. Karl Fraser, Paul O'Neill, Zidong Wang, Xiaohui Liu
    "Copasetic Clustering": Making Sense of Large-Scale Images. [Citation Graph (0, 0)][DBLP]
    CASDMKM, 2004, pp:99-108 [Conf]
  3. Eleftherios Panteris, Stephen Swift, Annette Payne, Xiaohui Liu
    Biochemical Pathway Analysis via Signature Mining. [Citation Graph (0, 0)][DBLP]
    CompLife, 2005, pp:12-23 [Conf]
  4. 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. [Citation Graph (0, 0)][DBLP]
    CompLife, 2006, pp:1-10 [Conf]
  5. Xiaohui Liu, Chin-Seng Chua
    Rejection of Non-meaningful Activities. [Citation Graph (0, 0)][DBLP]
    FG, 2006, pp:189-196 [Conf]
  6. Weiguo Sheng, Allan Tucker, Xiaohui Liu
    Clustering with Niching Genetic K-means Algorithm. [Citation Graph (0, 0)][DBLP]
    GECCO (2), 2004, pp:162-173 [Conf]
  7. Allan Tucker, Xiaohui Liu, David Garway-Heath
    Spatial Operators for Evolving Dynamic Bayesian Networks from Spatio-temporal Data. [Citation Graph (0, 0)][DBLP]
    GECCO, 2003, pp:2360-2371 [Conf]
  8. Christine Minetou, Sherry Y. Chen, Xiaohui Liu
    Grouping Users' Communities in an Interactive Web-Based Learning System: A Data Mining Approach. [Citation Graph (0, 0)][DBLP]
    ICALT, 2005, pp:474-475 [Conf]
  9. Steve Counsell, Xiaohui Liu, Stephen Swift, Allan Tucker, Janet McFall
    Optimising the Grouping of Email Users to Servers Using Intelligent Data Analysis. [Citation Graph (0, 0)][DBLP]
    ICEIS (1), 2001, pp:489-496 [Conf]
  10. Xiaohui Liu, Chin-Seng Chua
    Multi-agent Activity Recognition Using Observation Decomposed Hidden Markov Model. [Citation Graph (0, 0)][DBLP]
    ICVS, 2003, pp:247-256 [Conf]
  11. Aristoklis D. Anastasiadis, George D. Magoulas, Xiaohui Liu
    Classification of Protein Localisation Patterns via Supervised Neural Network Learning. [Citation Graph (0, 0)][DBLP]
    IDA, 2003, pp:430-439 [Conf]
  12. Gongxian Cheng, Kwawen Cho, Xiaohui Liu, George Loizou, John Xingwang Wu
    Evaluating an Eye Screening Test. [Citation Graph (0, 0)][DBLP]
    IDA, 1999, pp:461-472 [Conf]
  13. 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. [Citation Graph (0, 0)][DBLP]
    IDA, 2001, pp:218-227 [Conf]
  14. Steve Counsell, Xiaohui Liu, Rajaa Najjar, Stephen Swift, Allan Tucker
    Applying Intelligent Data Analysis to Coupling Relationships in Object-Oriented Software. [Citation Graph (0, 0)][DBLP]
    IDA, 2003, pp:440-450 [Conf]
  15. Paul O'Neill, George D. Magoulas, Xiaohui Liu
    Obtaining Quality Microarray Data via Image Reconstruction. [Citation Graph (0, 0)][DBLP]
    IDA, 2003, pp:364-375 [Conf]
  16. Stephen Swift, Allan Tucker, Xiaohui Liu
    Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series. [Citation Graph (0, 0)][DBLP]
    IDA, 1999, pp:51-62 [Conf]
  17. Allan Tucker, Xiaohui Liu
    Learning Dynamic Bayesian Networks from Multivariate Time Series with Changing Dependencies. [Citation Graph (0, 0)][DBLP]
    IDA, 2003, pp:100-110 [Conf]
  18. Allan Tucker, Veronica Vinciotti, Peter A. C. 't Hoen, Xiaohui Liu
    Bayesian Network Classifiers for Time-Series Microarray Data. [Citation Graph (0, 0)][DBLP]
    IDA, 2005, pp:475-485 [Conf]
  19. John Xingwang Wu, Gongxian Cheng, Xiaohui Liu
    Reasoning about Outliers by Modelling Noisy Data. [Citation Graph (0, 0)][DBLP]
    IDA, 1997, pp:549-558 [Conf]
  20. Paul O'Neill, George D. Magoulas, Xiaohui Liu
    Quality Processing of Microarray Image Data through Image Inpainting and Texture Synthesis. [Citation Graph (0, 0)][DBLP]
    ISBI, 2004, pp:117-120 [Conf]
  21. 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. [Citation Graph (0, 0)][DBLP]
    Spanish Bioinformatics Conference, 2004, pp:6- [Conf]
  22. Michael R. Berthold, Paul R. Cohen, Xiaohui Liu
    Intelligent Data Analysis: Reasoning About Data. [Citation Graph (0, 0)][DBLP]
    AI Magazine, 1998, v:19, n:4, pp:131-134 [Journal]
  23. Xiaohui Liu
    Progress in Intelligent Data Analysis. [Citation Graph (0, 0)][DBLP]
    Appl. Intell., 1999, v:11, n:3, pp:235-240 [Journal]
  24. Xiaohui Liu, Gongxian Cheng, John Xingwang Wu
    Identifying the measurement noise in glaucomatous testing: an artificial neural network approach. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 1994, v:6, n:5, pp:401-416 [Journal]
  25. Stephen Swift, Xiaohui Liu
    Predicting glaucomatous visual field deterioration through short multivariate time series modelling. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2002, v:24, n:1, pp:5-24 [Journal]
  26. Allan Tucker, Veronica Vinciotti, Xiaohui Liu, David Garway-Heath
    A spatio-temporal Bayesian network classifier for understanding visual field deterioration. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2005, v:34, n:2, pp:163-177 [Journal]
  27. Veronica 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. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2005, v:21, n:4, pp:492-501 [Journal]
  28. 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. [Citation Graph (0, 0)][DBLP]
    BMC Bioinformatics, 2006, v:7, n:, pp:183- [Journal]
  29. Paul O'Neill, Karl Fraser, Zidong Wang, Paul Kellam, Joost N. Kok, Xiaohui Liu
    Pyramidic Clustering of Large-Scale Microarray Images. [Citation Graph (0, 0)][DBLP]
    Comput. J., 2005, v:48, n:4, pp:466-479 [Journal]
  30. Xiaohui Liu, Gongxian Cheng, John Xingwang Wu
    AI for Public Health: Self-Screening for Eye Diseases. [Citation Graph (0, 0)][DBLP]
    IEEE Intelligent Systems, 1998, v:13, n:5, pp:28-35 [Journal]
  31. Weiguo Sheng, Xiaohui Liu
    A genetic k-medoids clustering algorithm. [Citation Graph (0, 0)][DBLP]
    J. Heuristics, 2006, v:12, n:6, pp:447-466 [Journal]
  32. Steve Counsell, Xiaohui Liu, Janet McFall, Stephen Swift, Allan Tucker
    Evolutionary algorithms for grouping high dimensional Email data. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2002, v:6, n:6, pp:503-516 [Journal]
  33. Paul Kellam, Xiaohui Liu, Nigel J. Martin, Christine A. Orengo, Stephen Swift, Allan Tucker
    A framework for modelling virus gene expression data. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2002, v:6, n:3, pp:267-279 [Journal]
  34. Xiaohui Liu, Paul R. Cohen, Michael R. Berthold
    Editorial: Reasoning About Data. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 1998, v:2, n:1-4, pp:63-66 [Journal]
  35. Allan Tucker, Xiaohui Liu
    A Bayesian network approach to explaining time series with changing structure. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2004, v:8, n:5, pp:469-480 [Journal]
  36. Allan Tucker, Peter A. C. 't Hoen, Veronica Vinciotti, Xiaohui Liu
    Temporal Bayesian classifiers for modelling muscular dystrophy expression data. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2006, v:10, n:5, pp:441-455 [Journal]
  37. Sherry Y. Chen, Xiaohui Liu
    Data mining from 1994 to 2004: an application-orientated review. [Citation Graph (0, 0)][DBLP]
    Int. J. Business Intelligence and Data Mining, 2005, v:1, n:1, pp:4-21 [Journal]
  38. Allan Tucker, Xiaohui Liu, Andrew Ogden-Swift
    Evolutionary learning of dynamic probabilistic models with large time lags. [Citation Graph (0, 0)][DBLP]
    Int. J. Intell. Syst., 2001, v:16, n:5, pp:621-645 [Journal]
  39. Yurong Liu, Zidong Wang, Xiaohui Liu
    On global exponential stability of generalized stochastic neural networks with mixed time-delays. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:70, n:1-3, pp:314-326 [Journal]
  40. Xiaohui Liu, Chin-Seng Chua
    Multi-agent activity recognition using observation decomposedhidden Markov models. [Citation Graph (0, 0)][DBLP]
    Image Vision Comput., 2006, v:24, n:2, pp:166-175 [Journal]
  41. Harvey Dettmar, Xiaohui Liu, Roger Johnson, Alan Payne
    Knowledge-based data generation. [Citation Graph (0, 0)][DBLP]
    Knowl.-Based Syst., 1998, v:11, n:3-4, pp:167-177 [Journal]
  42. Stephen Swift, Allan Tucker, Nigel J. Martin, Xiaohui Liu
    Grouping multivariate time series variables: applications to chemical process and visual field data. [Citation Graph (0, 0)][DBLP]
    Knowl.-Based Syst., 2001, v:14, n:3-4, pp:147-154 [Journal]
  43. Stephen Swift, Joost N. Kok, Xiaohui Liu
    Learning short multivariate time series models through evolutionary and sparse matrix computation. [Citation Graph (0, 0)][DBLP]
    Natural Computing, 2006, v:5, n:4, pp:387-426 [Journal]
  44. Yurong Liu, Zidong Wang, Xiaohui Liu
    Global exponential stability of generalized recurrent neural networks with discrete and distributed delays. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2006, v:19, n:5, pp:667-675 [Journal]
  45. Xiaohui Liu, Gongxian Cheng, John Xingwang Wu
    Analyzing Outliers Cautiously. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2002, v:14, n:2, pp:432-437 [Journal]
  46. Weiguo Sheng, Stephen Swift, Leishi Zhang, Xiaohui Liu
    A weighted sum validity function for clustering with a hybrid niching genetic algorithm. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part B, 2005, v:35, n:6, pp:1156-1167 [Journal]
  47. Allan Tucker, Stephen Swift, Xiaohui Liu
    Variable grouping in multivariate time series via correlation. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part B, 2001, v:31, n:2, pp:235-245 [Journal]
  48. Zidong Wang, D. W. C. Ho, Xiaohui Liu
    A note on the robust stability of uncertain stochastic fuzzy systems with time-delays. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part A, 2004, v:34, n:4, pp:570-576 [Journal]
  49. Zidong Wang, D. W. C. Ho, Xiaohui Liu
    Variance-Constrained Control for Uncertain Stochastic Systems With Missing Measurements. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part A, 2005, v:35, n:5, pp:746-753 [Journal]
  50. Man Wai Lee, Sherry Y. Chen, Xiaohui Liu
    Mining Learners' Behavior in Accessing Web-Based Interface. [Citation Graph (0, 0)][DBLP]
    Edutainment, 2007, pp:336-346 [Conf]
  51. Karl Fraser, Zidong Wang, Yongmin Li, Paul Kellam, Xiaohui Liu
    Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers. [Citation Graph (0, 0)][DBLP]
    IDA, 2007, pp:308-319 [Conf]
  52. Andrzej Ruta, Yongmin Li, Xiaohui Liu
    Traffic Sign Recognition Using Discriminative Local Features. [Citation Graph (0, 0)][DBLP]
    IDA, 2007, pp:355-366 [Conf]
  53. 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. [Citation Graph (0, 0)][DBLP]
    User Model. User-Adapt. Interact., 2007, v:17, n:3, pp:305-337 [Journal]

  54. The Influences of Number and Nature of Classifiers on Consensus Feature Selection. [Citation Graph (, )][DBLP]


  55. Multi-Optimisation Consensus Clustering. [Citation Graph (, )][DBLP]


  56. Application of Bioinformatics in the Design of Gene Expression Microarrays. [Citation Graph (, )][DBLP]


  57. When In-Network Processing Meets Time: Complexity and Effects of Joint Optimization in Wireless Sensor Networks. [Citation Graph (, )][DBLP]


  58. Cognitive styles and Web-based Instruction: Field Dependent/Independent vs. Holist/Serialist. [Citation Graph (, )][DBLP]


  59. An Information System Model Based on Enterprise Intelligence Component. [Citation Graph (, )][DBLP]


  60. "Copasetic analysis": automated analysis of biological gene expression images. [Citation Graph (, )][DBLP]


  61. Robust filtering for systems with stochastic nonlinearities and deterministic uncertainties. [Citation Graph (, )][DBLP]


  62. Robust Variance Constrained Filter Design for Systems with Non-Gaussian Noises. [Citation Graph (, )][DBLP]


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