Stephen Kwek

Publication Activity (10 Years)

Years Active: 1996-2007
Publications (10 Years): 0

Publications

Amitava Karmaker, Stephen Kwek
An iterative refinement approach for data cleaning. Intell. Data Anal. 11 (5) (2007)
Amitava Karmaker, Kihoon Yoon, Mark Doderer, Russell Kruzelock, Stephen Kwek
Identifying Transcription Regulatory Elements in the Human and Mouse Genomes Using Tissue-specific Gene Expression Profiles. J. Integr. Bioinform. 4 (2) (2007)
Amitava Karmaker, Stephen Kwek
An Approach for Analyzing DNA Copy Number Aberrations in Genome Using aCGH Profiles. BIOCOMP (2007)
Kihoon Yoon, Stephen Kwek
A data reduction approach for resolving the imbalanced data issue in functional genomics. Neural Comput. Appl. 16 (3) (2007)
Amitava Karmaker, Stephen Harris, Stephen Kwek
Identification of cis-Regulatory Elements from Cross-Genome Comparison and Gene Expression Profile Analysis. BIOCOMP (2007)
Amitava Karmaker, Mark Doderer, Stephen Harris, Stephen Kwek
Discovery of Transcription Factors Using Protein Subcellular Localization Prediction and Gene Expression Profile Analysis. MLMTA (2007)
Amitava Karmaker, Kihoon Yoon, Chau Nguyen, Stephen Kwek
iBoost: Boosting using an instance-based exponential weighting scheme. Int. J. Hybrid Intell. Syst. 4 (4) (2007)
Amitava Karmaker, Stephen Kwek
CGHsweep: An Algorithm for Analyzing Chromosomal Aberrations in Genome Using aCGH Profiles. Silico Biol. 7 (6) (2007)
Mark Doderer, Kihoon Yoon, Stephen Kwek
Species Independent Protein Localization Prediction for Multi-compartmentalized Proteins. MLMTA (2007)
Daniel R. Dooly, Sally A. Goldman, Stephen Kwek
Real-valued multiple-instance learning with queries. J. Comput. Syst. Sci. 72 (1) (2006)
Mark Doderer, Kihoon Yoon, John Salinas, Stephen Kwek
Protein Subcellular Localization Prediction Using a Hybrid of Similarity Search and Error-Correcting Output Code Techniques That Produces Interpretable Results. Silico Biol. 6 (5) (2006)
Amitava Karmaker, Stephen Kwek
A boosting approach to remove class label noise. Int. J. Hybrid Intell. Syst. 3 (3) (2006)
Kihoon Yoon, Stephen Kwek
An Unsupervised Learning Approach to Resolving the Data Imbalanced Issue in Supervised Learning Problems in Functional Genomics. HIS (2005)
Amitava Karmaker, Stephen Kwek
A Boosting Approach to remove Class Label Noise. HIS (2005)
Rehan Akbani, Stephen Kwek
Adapting Support Vector Machines to Predict Translation Initiation Sites the Human Genome. CSB Workshops (2005)
Rehan Akbani, Stephen Kwek, Nathalie Japkowicz
Applying Support Vector Machines to Imbalanced Datasets. ECML (2004)
Stephen Kwek, Kurt Mehlhorn
Optimal search for rationals. Inf. Process. Lett. 86 (1) (2003)
Sally A. Goldman, Stephen Kwek, Stephen D. Scott
Learning from examples with unspecified attribute values. Inf. Comput. 180 (2) (2003)
Sally A. Goldman, Stephen Kwek
On learning unions of pattern languages and tree patterns in the mistake bound model. Theor. Comput. Sci. 288 (2) (2002)
Stephen Kwek, Chau Nguyen
iBoost: Boosting Using an i nstance-Based Exponential Weighting Scheme. ECML (2002)
Sally A. Goldman, Stephen Kwek, Stephen D. Scott
Agnostic Learning of Geometric Patterns. J. Comput. Syst. Sci. 62 (1) (2001)
Stephen Kwek
Learning Intermediate Concepts. ALT (2001)
Daniel R. Dooly, Sally A. Goldman, Stephen Kwek
Real-Valued Multiple-Instance Learning with Queries. ALT (2001)
Peter Auer, Stephen Kwek, Wolfgang Maass, Manfred K. Warmuth
Learning of Depth Two Neural Networks with Constant Fan-in at the Hidden Nodes Electron. Colloquium Comput. Complex. 7 (55) (2000)
Stephen Kwek
An Efficient Algorithm for Learning Upper Convex Polyhedra Using Membership Queries. AI&M (2000)
Paul W. Goldberg, Stephen Kwek
The Precision of Query Points as a Resource for Learning Convex Polytopes with Membership Queries. COLT (2000)
Stephen Kwek
An Apprentice Learning Model (extended abstract). COLT (1999)
Sally A. Goldman, Stephen Kwek
On Learning Unions of Pattern Languages and Tree Patterns. ALT (1999)
Dragoljub Pokrajac, Tim Fiez, Dragan Obradovic, Stephen Kwek, Zoran Obradovic
Distribution comparison for site-specific regression modeling in agriculture. IJCNN (1999)
Stephen Kwek, Leonard Pitt
PAC Learning Intersections of Halfspaces with Membership Queries. Algorithmica 22 (1/2) (1998)
Sally A. Goldman, Stephen Kwek, Stephen D. Scott
Agnostic Learning of Geometric Patterns (Extended Abstract). COLT (1997)
David P. Helmbold, Stephen Kwek, Leonard Pitt
Learning When to Trust Which Experts. EuroCOLT (1997)
Sally A. Goldman, Stephen Kwek, Stephen D. Scott
Learning from Examples with Unspecified Attribute Values (Extended Abstract). COLT (1997)
Stephen Kwek
On a Simple Depth-First Search Strategy for Exploring Unknown Graphs. WADS (1997)
Stephen Kwek
Learning Disjunctions of Features. ALT (1997)
Stephen Kwek, Leonard Pitt
PAC Learning Intersections of Halfspaces with Membership Queries (Extended Abstract). COLT (1996)
Peter Auer, Stephen Kwek, Wolfgang Maass, Manfred K. Warmuth
Learning of Depth Two Neural Networks with Constant Fan-In at the Hidden Nodes (Extended Abstract). COLT (1996)