Learning of Depth Two Neural Networks with Constant Fan-In at the Hidden Nodes (Extended Abstract). - Peter Auer; Stephen Kwek; Wolfgang Maass 001; Manfred K. Warmuth (COLT, 1996)

PAC Learning Intersections of Halfspaces with Membership Queries (Extended Abstract). - Stephen Kwek; Leonard Pitt (COLT, 1996)

Learning Disjunctions of Features. - Stephen Kwek (ALT, 1997)

Learning from Examples with Unspecified Attribute Values (Extended Abstract). - Sally A. Goldman; Stephen Kwek; Stephen D. Scott 001 (COLT, 1997)

Agnostic Learning of Geometric Patterns (Extended Abstract). - Sally A. Goldman; Stephen Kwek; Stephen D. Scott 001 (COLT, 1997)

Learning When to Trust Which Experts. - David P. Helmbold; Stephen Kwek; Leonard Pitt (EuroCOLT, 1997)

On a Simple Depth-First Search Strategy for Exploring Unknown Graphs. - Stephen Kwek (WADS, 1997)

Geometric Concept Learning and Related Topics - Stephen Kwek (1997)

PAC Learning Intersections of Halfspaces with Membership Queries. - Stephen Kwek; Leonard Pitt (Algorithmica, 1998)

On Learning Unions of Pattern Languages and Tree Patterns. - Sally A. Goldman; Stephen Kwek (ALT, 1999)

An Apprentice Learning Model (extended abstract). - Stephen Kwek (COLT, 1999)

Distribution comparison for site-specific regression modeling in agriculture. - Dragoljub Pokrajac; Tim Fiez; Dragan Obradovic; Stephen Kwek; Zoran Obradovic (IJCNN, 1999)

An Efficient Algorithm for Learning Upper Convex Polyhedra Using Membership Queries. - Stephen Kwek (AI&M, 2000)

The Precision of Query Points as a Resource for Learning Convex Polytopes with Membership Queries. - Paul W. Goldberg; Stephen Kwek (COLT, 2000)

Learning of Depth Two Neural Networks with Constant Fan-in at the Hidden Nodes - Peter Auer; Stephen Kwek; Wolfgang Maass 001; Manfred K. Warmuth (Electron. Colloquium Comput. Complex., 2000)

Learning Intermediate Concepts. - Stephen Kwek (ALT, 2001)

Agnostic Learning of Geometric Patterns. - Sally A. Goldman; Stephen Kwek; Stephen D. Scott 001 (J. Comput. Syst. Sci., 2001)

iBoost: Boosting Using an i nstance-Based Exponential Weighting Scheme. - Stephen Kwek; Chau Nguyen (ECML, 2002)

On learning unions of pattern languages and tree patterns in the mistake bound model. - Sally A. Goldman; Stephen Kwek (Theor. Comput. Sci., 2002)

Learning from examples with unspecified attribute values. - Sally A. Goldman; Stephen Kwek; Stephen D. Scott 001 (Inf. Comput., 2003)

Optimal search for rationals. - Stephen Kwek; Kurt Mehlhorn (Inf. Process. Lett., 2003)

Applying Support Vector Machines to Imbalanced Datasets. - Rehan Akbani; Stephen Kwek; Nathalie Japkowicz (ECML, 2004)

A filtering Approach to splice Site Predictions in Human genes. - Kihoon Yoon; Stephen Kwek (Advances in Bioinformatics and Its Applications, 2005)

Adapting Support Vector Machines to Predict Translation Initiation Sites the Human Genome. - Rehan Akbani; Stephen Kwek (CSB Workshops, 2005)

An Unsupervised Learning Approach to Resolving the Data Imbalanced Issue in Supervised Learning Problems in Functional Genomics. - Kihoon Yoon; Stephen Kwek (HIS, 2005)

A boosting approach to remove class label noise. - Amitava Karmaker; Stephen Kwek (Int. J. Hybrid Intell. Syst., 2006)

Protein Subcellular Localization Prediction Using a Hybrid of Similarity Search and Error-Correcting Output Code Techniques That Produces Interpretable Results. - Mark Doderer; Kihoon Yoon; John Salinas; Stephen Kwek (Silico Biol., 2006)

Real-valued multiple-instance learning with queries. - Daniel R. Dooly; Sally A. Goldman; Stephen Kwek (J. Comput. Syst. Sci., 2006)

Identification of cis-Regulatory Elements from Cross-Genome Comparison and Gene Expression Profile Analysis. - Amitava Karmaker; Stephen Harris; Stephen Kwek (BIOCOMP, 2007)

An Approach for Analyzing DNA Copy Number Aberrations in Genome Using aCGH Profiles. - Amitava Karmaker; Stephen Kwek (BIOCOMP, 2007)

Species Independent Protein Localization Prediction for Multi-compartmentalized Proteins. - Mark Doderer; Kihoon Yoon; Stephen Kwek (MLMTA, 2007)

Discovery of Transcription Factors Using Protein Subcellular Localization Prediction and Gene Expression Profile Analysis. - Amitava Karmaker; Mark Doderer; Stephen Harris; Stephen Kwek (MLMTA, 2007)

An iterative refinement approach for data cleaning. - Amitava Karmaker; Stephen Kwek (Intell. Data Anal., 2007)

iBoost: Boosting using an instance-based exponential weighting scheme. - Amitava Karmaker; Kihoon Yoon; Chau Nguyen; Stephen Kwek (Int. J. Hybrid Intell. Syst., 2007)

CGHsweep: An Algorithm for Analyzing Chromosomal Aberrations in Genome Using aCGH Profiles. - Amitava Karmaker; Stephen Kwek (Silico Biol., 2007)

Identifying Transcription Regulatory Elements in the Human and Mouse Genomes Using Tissue-specific Gene Expression Profiles. - Amitava Karmaker; Kihoon Yoon; Mark Doderer; Russell Kruzelock; Stephen Kwek (J. Integr. Bioinform., 2007)

A data reduction approach for resolving the imbalanced data issue in functional genomics. - Kihoon Yoon; Stephen Kwek (Neural Comput. Appl., 2007)