Stephen Kwek

1.6k total citations
28 papers, 250 citations indexed

About

Stephen Kwek is a scholar working on Artificial Intelligence, Molecular Biology and Computational Theory and Mathematics. According to data from OpenAlex, Stephen Kwek has authored 28 papers receiving a total of 250 indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Artificial Intelligence, 5 papers in Molecular Biology and 5 papers in Computational Theory and Mathematics. Recurrent topics in Stephen Kwek's work include Machine Learning and Algorithms (16 papers), Machine Learning and Data Classification (8 papers) and Algorithms and Data Compression (8 papers). Stephen Kwek is often cited by papers focused on Machine Learning and Algorithms (16 papers), Machine Learning and Data Classification (8 papers) and Algorithms and Data Compression (8 papers). Stephen Kwek collaborates with scholars based in United States, Germany and Austria. Stephen Kwek's co-authors include Sally A. Goldman, Stephen Scott, Kurt Mehlhorn, Leonard Pitt, Paul W. Goldberg, Rehan Akbani, Manfred K. Warmuth, Peter Auer, Wolfgang Maass and Kihoon Yoon and has published in prestigious journals such as Neural Computing and Applications, Theoretical Computer Science and Journal of Computer and System Sciences.

In The Last Decade

Stephen Kwek

28 papers receiving 240 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Stephen Kwek United States	9	177	55	40	30	28	28	250
Steven W. Norton United States	6	214 1.2×	30 0.5×	23 0.6×	91 3.0×	25 0.9×	8	250
Hanpin Wang China	8	104 0.6×	33 0.6×	69 1.7×	38 1.3×	8 0.3×	66	218
Iago Porto-Díaz Spain	3	181 1.0×	22 0.4×	81 2.0×	34 1.1×	12 0.4×	4	281
Manuel S. Lazo-Cortés Mexico	9	144 0.8×	76 1.4×	34 0.8×	62 2.1×	5 0.2×	28	220
Leliane Nunes de Barros Brazil	10	177 1.0×	49 0.9×	11 0.3×	27 0.9×	8 0.3×	43	238
Aida de Haro-García Spain	13	354 2.0×	53 1.0×	115 2.9×	57 1.9×	29 1.0×	22	414
Jung-Yi Jiang Taiwan	7	201 1.1×	33 0.6×	77 1.9×	134 4.5×	9 0.3×	17	295
Vo Thi Ngoc Chau Vietnam	10	191 1.1×	34 0.6×	24 0.6×	46 1.5×	6 0.2×	33	243
Bruno Crémilleux France	9	147 0.8×	84 1.5×	29 0.7×	141 4.7×	15 0.5×	25	258
Martin Mundhenk Germany	10	196 1.1×	142 2.6×	13 0.3×	12 0.4×	5 0.2×	29	276

Countries citing papers authored by Stephen Kwek

Since Specialization

Citations

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

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network of co-authors of Stephen Kwek

This figure shows the co-authorship network connecting the top 25 collaborators of Stephen Kwek. A scholar is included among the top collaborators of Stephen Kwek based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Stephen Kwek. Stephen Kwek is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Stallings, Raymond L., et al.. (2007). The origin of chromosome imbalances in neuroblastoma. Cancer Genetics and Cytogenetics. 176(1). 28–34. 4 indexed citations

Kwek, Stephen, et al.. (2006). Protein Subcellular Localization Prediction Using a Hybrid of Similarity Search and Error-Correcting Output Code Techniques That Produces Interpretable Results. In Silico Biology. 6(5). 419–433. 3 indexed citations

Kwek, Stephen, et al.. (2006). A boosting approach to remove class label noise1. International Journal of Hybrid Intelligent Systems. 3(3). 169–177. 14 indexed citations

Goldman, Sally A., et al.. (2005). Real-valued multiple-instance learning with queries. Journal of Computer and System Sciences. 72(1). 1–15. 5 indexed citations

Kwek, Stephen, et al.. (2005). An unsupervised learning approach to resolving the data imbalanced issue in supervised learning problems in functional genomics. 6 pp.–6 pp.. 35 indexed citations

Kwek, Stephen, et al.. (2005). A boosting approach to remove class label noise. 6 pp.–6 pp.. 25 indexed citations

Yoon, Kihoon & Stephen Kwek. (2005). A FILTERING APPROACH TO SPLICE SITE PREDICTIONS IN HUMAN GENES. 447–458. 1 indexed citations

Kwek, Stephen, et al.. (2005). Incorporating an EM-approach for handling missing attribute-values in decision tree induction. 6 pp.–6 pp.. 8 indexed citations

Goldman, Sally A., Stephen Kwek, & Stephen Scott. (2003). Learning from examples with unspecified attribute values. Information and Computation. 180(2). 82–100. 10 indexed citations

10.

Kwek, Stephen & Kurt Mehlhorn. (2003). Optimal search for rationals. Information Processing Letters. 86(1). 23–26. 21 indexed citations

11.

Goldman, Sally A. & Stephen Kwek. (2002). On learning unions of pattern languages and tree patterns in the mistake bound model. Theoretical Computer Science. 288(2). 237–254. 2 indexed citations

12.

Goldman, Sally A., Stephen Kwek, & Stephen Scott. (2001). Agnostic Learning of Geometric Patterns. Journal of Computer and System Sciences. 62(1). 123–151. 20 indexed citations

13.

Kwek, Stephen. (2000). An Efficient Algorithm for Learning Upper Convex Polyhedra Using Membership Queries.. Annals of Mathematics and Artificial Intelligence. 2 indexed citations

14.

Auer, Peter, Stephen Kwek, Wolfgang Maass, & Manfred K. Warmuth. (2000). Learning of Depth Two Neural Networks with Constant Fan-in at the Hidden Nodes. Electronic colloquium on computational complexity. 7. 2 indexed citations

15.

Goldberg, Paul W. & Stephen Kwek. (2000). The Precision of Query Points as a Resource for Learning Convex Polytopes with Membership Queries. Conference on Learning Theory. 225–235. 5 indexed citations

16.

Kwek, Stephen & Leonard Pitt. (1998). PAC Learning Intersections of Halfspaces with Membership Queries. Algorithmica. 22(1-2). 53–75. 18 indexed citations

17.

Goldman, Sally A., Stephen Kwek, & Stephen Scott. (1997). Learning from examples with unspecified attribute values (extended abstract). 231–242. 9 indexed citations

18.

Goldman, Sally A., Stephen Kwek, & Stephen Scott. (1997). Agnostic learning of geometric patterns (extended abstract). 325–333. 2 indexed citations

19.

Kwek, Stephen & Leonard Pitt. (1996). PAC learning intersections of halfspaces with membership queries. Conference on Learning Theory. 244–254. 1 indexed citations

20.

Auer, Peter, Stephen Kwek, Wolfgang Maass, & Manfred K. Warmuth. (1996). Learning of depth two neural networks with constant fan-in at the hidden nodes (extended abstract). 333–343. 5 indexed citations

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.

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