Kwek, Stephen

12 publications

ECML-PKDD 2004 Applying Support Vector Machines to Imbalanced Datasets Rehan Akbani, Stephen Kwek, Nathalie Japkowicz

ECML-PKDD 2002 iBoost: Boosting Using an I Nstance-Based Exponential Weighting Scheme Stephen Kwek, Chau Nguyen

ALT 2001 Learning Intermediate Concepts Stephen Kwek

ALT 2001 Real-Valued Multiple-Instance Learning with Queries Daniel R. Dooly, Sally A. Goldman, Stephen Kwek

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

COLT 1999 An Apprentice Learning Model (extended Abstract) Stephen Kwek

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

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

ALT 1997 Learning Disjunctions of Features Stephen Kwek

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

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

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