Stephen Kwek

According to our database, Stephen Kwek authored at least 37 papers between 1996 and 2007.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2007

A data reduction approach for resolving the imbalanced data issue in functional genomics.

Kihoon Yoon, Stephen Kwek

Neural Comput. Appl., 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

CGHsweep: An Algorithm for Analyzing Chromosomal Aberrations in Genome Using aCGH Profiles.

Amitava Karmaker, Stephen Kwek

Silico Biol., 2007

iBoost: Boosting using an instance-based exponential weighting scheme.

Amitava Karmaker, Kihoon Yoon, Chau Nguyen, Stephen Kwek

Int. J. Hybrid Intell. Syst., 2007

An iterative refinement approach for data cleaning.

Amitava Karmaker, Stephen Kwek

Intell. Data Anal., 2007

Discovery of Transcription Factors Using Protein Subcellular Localization Prediction and Gene Expression Profile Analysis.

Amitava Karmaker, Mark Doderer, Stephen Harris, Stephen Kwek

Proceedings of the 2007 International Conference on Machine Learning; Models, 2007

Species Independent Protein Localization Prediction for Multi-compartmentalized Proteins.

Mark Doderer, Kihoon Yoon, Stephen Kwek

Proceedings of the 2007 International Conference on Machine Learning; Models, 2007

An Approach for Analyzing DNA Copy Number Aberrations in Genome Using aCGH Profiles.

Amitava Karmaker, Stephen Kwek

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

Identification of cis-Regulatory Elements from Cross-Genome Comparison and Gene Expression Profile Analysis.

Amitava Karmaker, Stephen Harris, Stephen Kwek

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

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

2005

An Unsupervised Learning Approach to Resolving the Data Imbalanced Issue in Supervised Learning Problems in Functional Genomics.

Kihoon Yoon, Stephen Kwek

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

A Boosting Approach to remove Class Label Noise.

Amitava Karmaker, Stephen Kwek

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Adapting Support Vector Machines to Predict Translation Initiation Sites the Human Genome.

Rehan Akbani, Stephen Kwek

Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

A filtering Approach to splice Site Predictions in Human genes.

Kihoon Yoon, Stephen Kwek

Proceedings of the Advances in Bioinformatics and Its Applications, 2005

2004

Applying Support Vector Machines to Imbalanced Datasets.

Rehan Akbani, Stephen Kwek, Nathalie Japkowicz

Proceedings of the Machine Learning: ECML 2004, 2004

2003

Optimal search for rationals.

Stephen Kwek, Kurt Mehlhorn

Inf. Process. Lett., 2003

Learning from examples with unspecified attribute values.

Sally A. Goldman, Stephen Kwek, Stephen D. Scott

Inf. Comput., 2003

2002

On learning unions of pattern languages and tree patterns in the mistake bound model.

Sally A. Goldman, Stephen Kwek

Theor. Comput. Sci., 2002

iBoost: Boosting Using an i nstance-Based Exponential Weighting Scheme.

Stephen Kwek, Chau Nguyen

Proceedings of the Machine Learning: ECML 2002, 2002

2001

Agnostic Learning of Geometric Patterns.

Sally A. Goldman, Stephen Kwek, Stephen D. Scott

J. Comput. Syst. Sci., 2001

Learning Intermediate Concepts.

Stephen Kwek

Proceedings of the Algorithmic Learning Theory, 12th International Conference, 2001

Real-Valued Multiple-Instance Learning with Queries.

Daniel R. Dooly, Sally A. Goldman, Stephen Kwek

Proceedings of the Algorithmic Learning Theory, 12th International Conference, 2001

2000

Learning of Depth Two Neural Networks with Constant Fan-in at the Hidden Nodes

Peter Auer, Stephen Kwek, Wolfgang Maass, Manfred K. Warmuth

Electron. Colloquium Comput. Complex., 2000

The Precision of Query Points as a Resource for Learning Convex Polytopes with Membership Queries.

Paul W. Goldberg, Stephen Kwek

Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), June 28, 2000

An Efficient Algorithm for Learning Upper Convex Polyhedra Using Membership Queries.

Stephen Kwek

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2000

1999

Distribution comparison for site-specific regression modeling in agriculture.

Dragoljub Pokrajac, Tim Fiez, Dragan Obradovic, Stephen Kwek, Zoran Obradovic

Proceedings of the International Joint Conference Neural Networks, 1999

An Apprentice Learning Model (extended abstract).

Stephen Kwek

Proceedings of the Twelfth Annual Conference on Computational Learning Theory, 1999

On Learning Unions of Pattern Languages and Tree Patterns.

Sally A. Goldman, Stephen Kwek

Proceedings of the Algorithmic Learning Theory, 10th International Conference, 1999

1998

PAC Learning Intersections of Halfspaces with Membership Queries.

Stephen Kwek, Leonard Pitt

Algorithmica, 1998

1997

Geometric Concept Learning and Related Topics

Stephen Kwek

PhD thesis, 1997

On a Simple Depth-First Search Strategy for Exploring Unknown Graphs.

Stephen Kwek

Proceedings of the Algorithms and Data Structures, 5th International Workshop, 1997

Learning When to Trust Which Experts.

David P. Helmbold, Stephen Kwek, Leonard Pitt

Proceedings of the Computational Learning Theory, Third European Conference, 1997

Agnostic Learning of Geometric Patterns (Extended Abstract).

Sally A. Goldman, Stephen Kwek, Stephen D. Scott

Proceedings of the Tenth Annual Conference on Computational Learning Theory, 1997

Learning from Examples with Unspecified Attribute Values (Extended Abstract).

Sally A. Goldman, Stephen Kwek, Stephen D. Scott

Proceedings of the Tenth Annual Conference on Computational Learning Theory, 1997

Learning Disjunctions of Features.

Stephen Kwek

Proceedings of the Algorithmic Learning Theory, 8th International Conference, 1997

1996

PAC Learning Intersections of Halfspaces with Membership Queries (Extended Abstract).

Stephen Kwek, Leonard Pitt

Proceedings of the Ninth Annual Conference on Computational Learning Theory, 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

Proceedings of the Ninth Annual Conference on Computational Learning Theory, 1996