Selected Publications (1998-present)

Z Wang, F Yang, D Ho and X Liu, "Robust H-infinity filtering for stochastic time-delay systems with missing measurements", IEEE Transactions on Signal Processing, in press.

V Vinciotti, X Liu, R Turk, E de Meijer and P 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.

Z Wang, Y Liu, M Li, and X Liu, "Stability Analysis for Stochastic Cohen-Grossberg Neural Networks with Mixed Time Delays", IEEE Transactions on Neural Networks, in press

E Frias-Martinez, S Chen and X Liu, "Survey of Data Mining Approaches to User Modeling for Adaptive Hypermedia", IEEE Transactions on Systems, Man, and Cybernetics: Part C, 36:734-749, 2006.

S Counsell, J Crampton, and S Swift, "The Interpretation and Utility of Three Cohesion Metrics for Object-Oriented Design", ACM Transactions on Software-Engineering and Methodology, in press.

V Vinciotti, A Tucker, P Kellam and X Liu, "The Robust Selection of Predictive Genes via a Simple Classifier", Applied Bioinformatics, 5:1-12, (2006).

R Khanin, V Vinciotti and E Wit, " Reconstructing repressor protein levels from expression of gene targets in E.Coli", PNAS 103(49):18592-6, 2006.

S Khalid, K Fraser, M Khan, P Wang, X Liu and S Li, "Analysing Microarray Data using the Multi-functional Immune Ontologiser", Journal of Integrative Bioinformatics, 3(2):25, (2006). http://journal.imbio.de/index.php?paper_id=25

S Lauria, G Bugman, T Kyriacou, and E Klein, "Vision-Based Urban Navigation Procedures for Verbally Instructed Robots", Robotics and Autonomous Systems, in press.

Y Liu, Z Wang and X Liu, "Global Asymptotic Stability of Generalized Bi-Directional Associative Memory Networks with Discrete and Distributed Delays", Chaos, Solitons and Fractals, 28(3):793-803, (2006)

F Yang, Z Wang, D Ho and X Liu, "Robust H-2 Filtering for A Class of Systems with Stochastic Nonlinearities", IEEE Transactions on Circuits and Systems - Part II, 53:235-239, (2006).

E Frias-Martinez, S Chen, and X Liu, "Automatic Cognitive Style Identification of Digital Library Users for Personalization", Journal of the American Society for Information Science and Technology, in press

Y Liu, Z Wang, and X Liu, "Global Exponential Stability of Generalized Recurrent Neural Networks with Discrete and Distributed Delays", Neural Networks, in press.

V Vinciotti, R Khanin, D DAlimonte, X Liu, N Cattini, G Bucca, O de Jesus, J Rasaiyaah, C Smith, P Kellam and E Wit, " An Experimental Evaluation of Loop versus Reference Design for Two-Channel Microarrays", Bioinformatics, 21:492-501, (2005).

W Sheng, S Swift, L Zhang and X Liu, "A Weighted Sum Validity Function for Clustering With a Hybrid Niching Genetic Algorithm", IEEE Transactions on Systems, Man and Cybernetics - Part B, 35:1156-1167, (2005).

A Tucker, J Crampton, S Swift, "RGFGA: An Efficient Representation and Crossover for Grouping Genetic Algorithms", Evolutionary Computation, 13(4):477-99, (2005).

P O'Neill, K Fraser, Z Wang, P Kellam, J Kok, and X Liu, "Pyramidic Clustering of Large Scale Microarray Images", The Computer Journal, 48:466-479, (2005).

F Dong, G Clapworthy, H Lin, "Cutting and Pasting Irregularly-Shaped Patches for Texture Synthesis", Computer Graphics Forum, 24(1): 17-26, (2005).

Z Wang, D Ho and X Liu, "State Estimation for Delayed Neural Networks", IEEE Transactions on Neural Networks, 16:279-284, (2005)

A Tucker, V Vinciotti, X Liu and D Garway-Heath, "A Spatio-Temporal Bayesian Network Classifier for Understanding Visual Field Deterioration", Artificial Intelligence in Medicine, 34:163-177, 2005.

Z Wang, Y Liu and X Liu, "On Global Asymptotic Stability of Neural Networks with Discrete and Distributed Delays", Physics Letters A, 345:299-308, 2005.

S Swift, A Tucker, V Vinciotti, N Martin, C Orengo, X Liu and P Kellam, " Consensus Clustering and Functional Interpretation of Gene Expression Data ", Genome Biology, 5:R94, (2004).

K Fraser, P O'Neill, Z Wang and X Liu, "Copasetic Analysis: A Framework for the Blind Analysis of Microarray Imagery", Systems Biology, 1:190-196, 2004.

A Tucker and X Liu, "A Bayesian Network Approach to Explaining Time Series with Changing Structure", Intelligent Data Analysis, 8:469-480, (2004)

S Chen, and X Liu, X, "Data Mining from 1994 to 2004: An Application-Orientated Review", International Journal of Business Intelligence and Data Mining, 1:4-21, 2005

S Chen, and R Macredie, "Cognitive Modelling of Student Learning in Web-based Instructional Programmes", International Journal of Human-Computer Interaction 17:375-402, (2004).

Y Li, "On incremental and robust subspace learning", Pattern Recognition, 37: 1509-1518, (2004).

Y Li, S Gong, J Sherrah and H Liddell, "Support Vector Machine based multi-view face detection and recognition", Image and Vision Computing, 22:413-427, (2004).

Z Wang, J Lam, and X Liu, "Exponential Filtering for Uncertain Markovian Jump Time-Delay Systems with Nonlinear Disturbances", IEEE Transactions on Circuits and Systems - Part II; 51:262-268, (2004).

S Chen, and X Liu, "The Contribution of Data Mining to Information Science", Journal of Information Science 30:550-558, (2004).

P O'Neill, G Magoulas, and X Liu, "Improved Processing of Microarray Data using Image Reconstruction", IEEE Transactions on Nanobioscience, 2(4), 176-183, (2003)

F Dong, G Clapworthy, H Lin, M Krokos, "Volumetric Hatching: Illustration of Medical Volume Data Using Line Strokes", IEEE Computer Graphics and Applications, 23(4):44-52, 2003.

Z Wang and X Liu, "On Designing H-infinity Filters with Circular Pole and Error Variance Constraints", IEEE Transactions on Circuits and Systems II, 50:139-43, (2003)

Z Wang, D Ho and X Liu, "Variance-Constrained Filtering for Uncertain Stochastic Systems with Missing Measurements", IEEE Transactions on Automatic Control, 48, 1254-1258, (2003)

Y Li, S Gong and H Liddell, "Constructing facial identity surfaces for recognition", International Journal of Computer Vision, 53:71-92, (2003).

Y Li, S Gong and H Liddell, "Recognising trajectories of facial identities using Kernel Discriminant Analysis", Image and Vision Computing, 21:1077-1086, (2003).

Z Wang, J Lam and X Liu, "Nonlinear Filtering for State Delayed Systems with Markovian Switching", IEEE Transactions on Signal Processing, 51, 2321-2328, (2003)

S Lauria, G Bugman, T Kyriacou, and E Klein, "Mobile Robot Programming Using Natural Language", Robotics and Autonomous Systems, 38 (3-4), (2002)

X Liu, G Cheng and J Wu, "Analysing Outliers Cautiously", IEEE Transactions on Knowledge and Data Engineering, 14:432-437, (2002).

Z Wang and H Qiao, "Robust filtering for bilinear uncertain stochastic discrete-time systems", IEEE Transactions on Signal Processing, 50:560-567, (2002).

S Swift and X Liu, "Predicting Glaucomatous Visual Field Deterioration Through Short Multivariate Time Series Modelling", Artificial Intelligence in Medicine, 24:5-24, (2002).

S Chen and R Macredie, "Cognitive Styles and Hypermedia Navigation: Development of a Learning Model", Journal of the American Society for Information Science and Technology 53:3-15, (2002).

Z Wang, J Lam and K J Burnham, "Stability analysis and observer design for neutral delay systems", IEEE Transactions on Automatic Control, 47:478-483. (2002).

F Dong, G Clapworthy, M Krokos, J Yao, "An Anatomy-Based Approach to Human Muscle Modeling and Deformation", IEEE Trans. on Visualization and Computer Graphics, 8(2):154-170, 2002

P Kellam, X Liu, N Martin, C Orengo, S Swift and A Tucker, "A Framework for Modelling Virus Gene Expression Data", Intelligent Data Analysis, 6:265-279, (2002).

Z Wang, H Qiao and K Burnham, " On stabilization of bilinear uncertain time-delay stochastic systems with Markovian jumping parameters", IEEE Transactions on Automatic Control, 47:640-646, (2002)

S Counsell, X Liu, J MacFall, S Swift and A Tucker, "Evolutionary Algorithms for Grouping High-Dimensional Email Data", Intelligent Data Analysis, 6:503-516, (2002)

Z Wang and F Yang, "Robust filtering for uncertain linear systems with delayed states and outputs", IEEE Transactions on Circuits and Systems I, 49:125-130, (2002)

A Tucker, S Swift and X Liu, "Variable Grouping in Multivariate Time Series via Correlation", IEEE Transactions on Systems, Man & Cybernetics: Part B: Cybernetics, 31:235-245, (2001).

S Lauria, G Bugman, T Kyriacou, J Bos, and E Klein, "Personal Robot Training Via Natural Language Instructions", IEEE Intelligent Systems 16(4):38-46, (2001).

Z Wang, B Huang and K Burnham, "Stochastic reliable control of a class of uncertain time-delay systems with unknown nonlinearities", IEEE Transactions on Circuits and Systems I, 48:646-650, (2001)

S Swift, A Tucker, N Martin and X Liu, "Grouping Multivariate Time Series Variables: Applications to Chemical Process and Visual Field Data", Knowledge-Based Systems, 14, 147-154, (2001)

A Tucker, X Liu and A Ogden-Swift, "Evolutionary Learning of Dynamic Probabilistic Models with Large Time Lags", International Journal of Intelligent Systems, 16:621-645, (2001).

Z Wang and K Burnham, "Robust filtering for a class of stochastic uncertain nonlinear time-delay systems via exponential state estimation", IEEE Transactions on Signal Processing, 49:794-804, (2001).

Z Wang, B Huang and P Huo, " Sampled-data filtering with error covariance assignment", IEEE Transactions on Signal Processing, 49:666-670, (2001)

M Sohocki, S Bowne, L Sullivan, S Blackshaw, C Cepko, A Payne, S Bhattacharya, S Khaliq, S Mehdi, D Birch, W Harrison, F Elder, J Heckenlively, S Daiger, "Mutations in a novel photoreceptor-pineal gene on 17p cause Leber congenital amaurosis (LCA4)", Nat. Genet. 24(1):79-83, (2000).

Z Wang and B Huang, "Robust H-2/H-infinity state filtering for linear systems with error variance constraints", IEEE Transactions on Signal Processing, 48:2463-2467, (2000)

X Liu, "Progress in Intelligent Data Analysis" Applied Intelligence, 11:235-240, (1999).

D Bessant, A Payne, K Mitton, Q Wang, K Swain, C Plant, A Bird, D Zack, A Swaroop, S Bhattacharya SS, "A mutation in the bZIP transcription factor NRL is associated with autosomal dominant retinitis pigmentosa in a family linked to a novel locus at 14q11", Nat Genet., 21(4):355-6, (1999).

Z Wang and H Unbehauen, "Model reduction based on regional pole and covariance equivalent realizations", IEEE Transactions on Automatic Control, 44:1889-1893, (1999).

A den Hollander, J ten Brink, Y de Kok, S van Soest, L van den Born, M van Driel, D van de Pol, A Payne, S Bhattacharya, U Kellner, C Hoyng, A Westerveld, H Brunner HG, E Bleeker-Wagemakers, A Deutman, J Heckenlively, F Cremers, A Bergen, "Mutations in a human homologue of Drosophila crumbs cause retinitis pigmentosa (RP12)", Nat Genet, 23(2):217-21, (1999).

Z Wang and H Unbehauen, " Robust H-2/H-infinity state estimation for systems with error variance constraints: the continuous-time case", IEEE Transactions on Automatic Control, 44:1061-1065, (1999).

K Cho, X Liu, G Loizou and J Wu, "An AI Approach to Dynamic Visual Field Testing", Journal of Biomedical Informatics, 31:143-63, (1998).

H Dettmar, X Liu, R Johnson and A Payne, "Knowledge-Based Data Generation", Knowledge-Based Systems, 11(3-4):167-77, (1998).

X Liu, G Cheng and J Wu, "AI for Public Health: Self-Screening for Eye Diseases", IEEE Intelligent Systems, 13(5):28-35, (1998).

M Berthold, P Cohen and X Liu, "Intelligent Data Analysis: Reasoning about Data", AI Magazine, 19(4):131-4, (1998).