Stephen Kwek
Impact in
- Artificial Intelligence top 10%
- Imbalanced Data Classification Techniques
- Machine Learning and Algorithms
- Machine Learning and Data Classification
- Algorithms and Data Compression
- Anomaly Detection Techniques and Applications
- Text and Document Classification Technologies
Papers in
-
- Machine Learning and Algorithms 16
- Algorithms and Data Compression 8
- Machine Learning and Data Classification 8
- Imbalanced Data Classification Techniques 6
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- Machine Learning in Bioinformatics 3
- Co-authors
- Sally A. Goldman (6 shared papers)Stephen Scott (4 shared papers)Kurt Mehlhorn (1 shared paper)Leonard Pitt (3 shared papers)Paul W. Goldberg (1 shared paper)Rehan Akbani (1 shared paper)Manfred K. Warmuth (2 shared papers)Wolfgang Maass (2 shared papers)
- Journals
- Journal of Computer and System Sciences (2 papers)Algorithmica (1 paper)Theoretical Computer Science (1 paper)Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics (1 paper)In Silico Biology (1 paper)
- Partner nations
- United StatesGermanyAustria
In The Last Decade
Stephen Kwek
28 papers receiving 243 citations
Peers
Comparison fields: 5 of 56
- Artificial Intelligence 177
- Software 15
- Computational Theory and Mathematics 56
- Computer Vision and Pattern Recognition 40
- Information Systems 31
Countries citing papers authored by Stephen Kwek
This map shows the geographic impact of Stephen Kwek's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stephen Kwek with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stephen Kwek more than expected).
Fields of papers citing papers by Stephen Kwek
This network shows the impact of papers produced by Stephen Kwek. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stephen Kwek. The network helps show where Stephen Kwek may publish in the future.
Co-authors
The 17 scholars most cited alongside Stephen Kwek, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 28 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2007 | 40 | |
| 2 | 2005 | 35 | |
| 3 | 2005 | 25 | |
| 4 | 2003 | 21 | |
| 5 | 2001 | 20 | |
| 6 | 1998 | 19 | |
| 7 | 2006 | 14 | |
| 8 | 2003 | 10 | |
| 9 | 1997 | 9 | |
| 10 | 2005 | 8 | |
| 11 | 2003 | 7 | |
| 12 | The Precision of Query Points as a Resource for Learning Convex Polytopes with Membership Queries | 2000 | 5 |
| 13 | 2005 | 5 | |
| 14 | 1996 | 5 | |
| 15 | 2007 | 4 | |
| 16 | 2007 | 4 | |
| 17 | 2006 | 3 | |
| 18 | 2006 | 3 | |
| 19 | An Efficient Algorithm for Learning Upper Convex Polyhedra Using Membership Queries. | 2000 | 2 |
| 20 | Learning of Depth Two Neural Networks with Constant Fan-in at the Hidden Nodes | 2000 | 2 |
About Stephen Kwek
Stephen Kwek is a scholar working on Artificial Intelligence, Molecular Biology, Computational Theory and Mathematics, Computer Vision and Pattern Recognition and Computer Networks and Communications, having authored 28 papers that have together received 252 indexed citations. Recurring topics across this work include Machine Learning and Algorithms (16 papers), Algorithms and Data Compression (8 papers), Machine Learning and Data Classification (8 papers), Imbalanced Data Classification Techniques (6 papers), Data Mining Algorithms and Applications (3 papers), Machine Learning in Bioinformatics (3 papers), Optimization and Search Problems (2 papers) and Face and Expression Recognition (2 papers). The work is most often cited by research in Artificial Intelligence (177 citations), Software (15 citations), Computational Theory and Mathematics (56 citations), Computer Vision and Pattern Recognition (40 citations) and Information Systems (31 citations). Stephen Kwek has collaborated with scholars based in United States, Germany and Austria. Frequent co-authors include Sally A. Goldman, Stephen Scott, Kurt Mehlhorn, Leonard Pitt, Paul W. Goldberg, Rehan Akbani, Manfred K. Warmuth, Wolfgang Maass, Peter Auer and T.S. Fiez. Their work appears in journals such as Journal of Computer and System Sciences, Algorithmica, Theoretical Computer Science, Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics and In Silico Biology.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.