Stan Matwin
Impact in
- Artificial Intelligence top 0.1%
- Imbalanced Data Classification Techniques
- Text and Document Classification Technologies
- Privacy-Preserving Technologies in Data
- Topic Modeling
- Signal Processing top 1%
- Data Management and Algorithms
Papers in
-
- Privacy-Preserving Technologies in Data 48
- AI-based Problem Solving and Planning 41
- Machine Learning and Algorithms 22
- Logic, Reasoning, and Knowledge 20
- Text and Document Classification Technologies 19
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- Data Mining Algorithms and Applications 21
- Co-authors
- Miroslav Kubát (3 shared papers)Robert C. Holte (2 shared papers)Sam Scott (2 shared papers)Nathalie Japkowicz (28 shared papers)Ahmed Ali Abdalla Esmin (3 shared papers)Svetlana Kiritchenko (6 shared papers)Diana Zaiu Inkpen (8 shared papers)Amílcar Soares (35 shared papers)
- Journals
- Lecture notes in computer science (73 papers)Journal of the Association for Information Systems (7 papers)GeoInformatica (4 papers)Journal of Intelligent Information Systems (4 papers)Journal of the American Medical Informatics Association (4 papers)
- Partner nations
- CanadaPolandUnited States
In The Last Decade
Stan Matwin
345 papers receiving 9.5k citations
Stan Matwin's Hit Papers
Peers
Comparison fields: 5 of 177
- Artificial Intelligence 5.7k
- Signal Processing 474
- Information Systems 1.4k
- Ocean Engineering 462
- Health Information Management 192
Countries citing papers authored by Stan Matwin
This map shows the geographic impact of Stan Matwin'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 Stan Matwin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stan Matwin more than expected).
Fields of papers citing papers by Stan Matwin
This network shows the impact of papers produced by Stan Matwin. 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 Stan Matwin. The network helps show where Stan Matwin may publish in the future.
Co-authors
The 25 scholars most cited alongside Stan Matwin, 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 364 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Addressing the Curse of Imbalanced Training Sets: One-Sided Selection. Hit paper breakdown → | 1997 | 1751 |
| 2 | Machine Learning for the Detection of Oil Spills in Satellite Radar Images Hit paper breakdown → | 1998 | 1014 |
| 3 | 2013 | 295 | |
| 4 | 1997 | 241 | |
| 5 | Feature Engineering for Text Classification | 1999 | 239 |
| 6 | 2010 | 193 | |
| 7 | 2016 | 191 | |
| 8 | Canadian Conference on Artificial Intelligence | 2009 | 190 |
| 9 | Text Classification Using WordNet Hypernyms | 1998 | 172 |
| 10 | 2006 | 172 | |
| 11 | 2007 | 158 | |
| 12 | 2015 | 155 | |
| 13 | A learner-independent evaluation of the usefulness of statistical phrases for automated text categorization | 2001 | 128 |
| 14 | 2016 | 125 | |
| 15 | 1989 | 102 | |
| 16 | 1991 | 94 | |
| 17 | Functional Annotation of Genes Using Hierarchical Text Categorization | 2005 | 93 |
| 18 | 18th European Conference on Machine Learning | 2007 | 92 |
| 19 | Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases | 2007 | 92 |
| 20 | Email classification with co-training | 2011 | 88 |
About Stan Matwin
Stan Matwin is a scholar working on Artificial Intelligence, Information Systems, Signal Processing, Ocean Engineering and Computer Networks and Communications, having authored 364 papers that have together received 10.1k indexed citations. Recurring topics across this work include Privacy-Preserving Technologies in Data (48 papers), AI-based Problem Solving and Planning (41 papers), Maritime Navigation and Safety (28 papers), Machine Learning and Algorithms (22 papers), Data Mining Algorithms and Applications (21 papers), Logic, Reasoning, and Knowledge (20 papers), Text and Document Classification Technologies (19 papers) and Data Management and Algorithms (19 papers). The work is most often cited by research in Artificial Intelligence (5.7k citations), Signal Processing (474 citations), Information Systems (1.4k citations), Ocean Engineering (462 citations) and Health Information Management (192 citations). Stan Matwin has collaborated with scholars based in Canada, Poland and United States. Frequent co-authors include Miroslav Kubát, Robert C. Holte, Sam Scott, Nathalie Japkowicz, Ahmed Ali Abdalla Esmin, Svetlana Kiritchenko, Diana Zaiu Inkpen, Amílcar Soares, Érico N. de Souza and Rodrigo A. Coelho. Their work appears in journals such as Lecture notes in computer science, Journal of the Association for Information Systems, GeoInformatica, Journal of Intelligent Information Systems and Journal of the American Medical Informatics Association.
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.