| 2008 |
|---|
| 64 | EE | 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) |
| 63 | EE | Weiguo Sheng,
Xiaohui Liu,
Mike Fairhurst:
A Niching Memetic Algorithm for Simultaneous Clustering and Feature Selection.
IEEE Trans. Knowl. Data Eng. 20(7): 868-879 (2008) |
| 62 | EE | 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) |
| 2007 |
|---|
| 61 | EE | Man Wai Lee,
Sherry Y. Chen,
Xiaohui Liu:
Mining Learners' Behavior in Accessing Web-Based Interface.
Edutainment 2007: 336-346 |
| 60 | EE | Karl Fraser,
Zidong Wang,
Yongmin Li,
Paul Kellam,
Xiaohui Liu:
Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers.
IDA 2007: 308-319 |
| 59 | EE | Andrzej Ruta,
Yongmin Li,
Xiaohui Liu:
Traffic Sign Recognition Using Discriminative Local Features.
IDA 2007: 355-366 |
| 58 | EE | Zidong 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) |
| 57 | EE | 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) |
| 56 | EE | Daniel Morris,
Zidong Wang,
Xiaohui Liu:
Microarray subgrid detection: a novel algorithm.
Int. J. Comput. Math. 84(5): 669-678 (2007) |
| 55 | EE | Enrique Frías-Martínez,
Sherry Y. Chen,
Xiaohui Liu:
Automatic cognitive style identification of digital library users for personalization.
JASIST 58(2): 237-251 (2007) |
| 54 | EE | Eleftherios 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) |
| 53 | EE | 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) |
| 2006 |
|---|
| 52 | EE | 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 |
| 51 | EE | Xiaohui Liu,
Chin-Seng Chua:
Rejection of Non-meaningful Activities.
FG 2006: 189-196 |
| 50 | EE | 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) |
| 49 | EE | 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) |
| 48 | EE | Xiaohui Liu,
Chin-Seng Chua:
Multi-agent activity recognition using observation decomposedhidden Markov models.
Image Vision Comput. 24(2): 166-175 (2006) |
| 47 | EE | 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) |
| 46 | EE | Weiguo Sheng,
Xiaohui Liu:
A genetic k-medoids clustering algorithm.
J. Heuristics 12(6): 447-466 (2006) |
| 45 | EE | 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) |
| 44 | EE | 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) |
| 43 | EE | 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) |
| 2005 |
|---|
| 42 | EE | Eleftherios Panteris,
Stephen Swift,
Annette Payne,
Xiaohui Liu:
Biochemical Pathway Analysis via Signature Mining.
CompLife 2005: 12-23 |
| 41 | EE | Christine Minetou,
Sherry Y. Chen,
Xiaohui Liu:
Grouping Users' Communities in an Interactive Web-Based Learning System: A Data Mining Approach.
ICALT 2005: 474-475 |
| 40 | EE | Allan Tucker,
Veronica Vinciotti,
Peter A. C. 't Hoen,
Xiaohui Liu:
Bayesian Network Classifiers for Time-Series Microarray Data.
IDA 2005: 475-485 |
| 39 | | Sherry Y. Chen,
Xiaohui Liu:
Data Mining in Practice.
Encyclopedia of Information Science and Technology (II) 2005: 723-728 |
| 38 | EE | 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) |
| 37 | EE | 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.
Bioinformatics 21(4): 492-501 (2005) |
| 36 | EE | 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) |
| 35 | EE | Zidong 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) |
| 34 | EE | 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) |
| 33 | EE | Sherry Y. Chen,
Xiaohui Liu:
Data mining from 1994 to 2004: an application-orientated review.
IJBIDM 1(1): 4-21 (2005) |
| 2004 |
|---|
| 32 | EE | Karl Fraser,
Paul O'Neill,
Zidong Wang,
Xiaohui Liu:
"Copasetic Clustering": Making Sense of Large-Scale Images.
CASDMKM 2004: 99-108 |
| 31 | EE | Weiguo Sheng,
Allan Tucker,
Xiaohui Liu:
Clustering with Niching Genetic K-means Algorithm.
GECCO (2) 2004: 162-173 |
| 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 |
| 28 | EE | Zidong 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) |
| 27 | EE | Allan Tucker,
Xiaohui Liu:
A Bayesian network approach to explaining time series with changing structure.
Intell. Data Anal. 8(5): 469-480 (2004) |
| 2003 |
|---|
| 26 | EE | Allan Tucker,
Xiaohui Liu,
David Garway-Heath:
Spatial Operators for Evolving Dynamic Bayesian Networks from Spatio-temporal Data.
GECCO 2003: 2360-2371 |
| 25 | EE | Xiaohui Liu,
Chin-Seng Chua:
Multi-agent Activity Recognition Using Observation Decomposed Hidden Markov Model.
ICVS 2003: 247-256 |
| 24 | EE | Allan Tucker,
Xiaohui Liu:
Learning Dynamic Bayesian Networks from Multivariate Time Series with Changing Dependencies.
IDA 2003: 100-110 |
| 23 | EE | Paul O'Neill,
George D. Magoulas,
Xiaohui Liu:
Obtaining Quality Microarray Data via Image Reconstruction.
IDA 2003: 364-375 |
| 22 | EE | Aristoklis D. Anastasiadis,
George D. Magoulas,
Xiaohui Liu:
Classification of Protein Localisation Patterns via Supervised Neural Network Learning.
IDA 2003: 430-439 |
| 21 | EE | 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 |
|---|
| 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) |
| 19 | EE | Xiaohui Liu,
Gongxian Cheng,
John Xingwang Wu:
Analyzing Outliers Cautiously.
IEEE Trans. Knowl. Data Eng. 14(2): 432-437 (2002) |
| 18 | EE | 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) |
| 17 | EE | 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) |
| 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 |
| 15 | EE | 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 |
| 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) |
| 12 | EE | 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) |
| 1999 |
|---|
| 11 | EE | Gongxian Cheng,
Kwawen Cho,
Xiaohui Liu,
George Loizou,
John Xingwang Wu:
Evaluating an Eye Screening Test.
IDA 1999: 461-472 |
| 10 | EE | Stephen 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) |
| 6 | EE | Xiaohui Liu,
Paul R. Cohen,
Michael R. Berthold:
Editorial: Reasoning About Data.
Intell. Data Anal. 2(1-4): 63-66 (1998) |
| 5 | EE | Harvey 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 |
| 3 | EE | John 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) |
