Addressing the curse of imbalanced training sets: one-sided selection M Kubat, S Matwin Icml 97 (1), 179, 1997 | 3186 | 1997 |
Machine learning for the detection of oil spills in satellite radar images M Kubat, RC Holte, S Matwin Machine learning 30, 195-215, 1998 | 1698 | 1998 |
Feature engineering for text classification S Scott, S Matwin ICML 99, 379-388, 1999 | 514 | 1999 |
Learning when negative examples abound M Kubat, R Holte, S Matwin Machine Learning: ECML-97: 9th European Conference on Machine Learning …, 1997 | 391 | 1997 |
Text classification using WordNet hypernyms S Scott, S Matwin Usage of WordNet in natural language processing systems, 1998 | 377 | 1998 |
A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data AAA Esmin, RA Coelho, S Matwin Artificial Intelligence Review 44, 23-45, 2015 | 351 | 2015 |
Email classification with co-training S Kiritchenko, S Matwin Proceedings of the 2001 conference of the Centre for Advanced Studies on …, 2001 | 329 | 2001 |
Unsupervised named-entity recognition: Generating gazetteers and resolving ambiguity D Nadeau, PD Turney, S Matwin Advances in Artificial Intelligence: 19th Conference of the Canadian Society …, 2006 | 314 | 2006 |
Offensive language detection using multi-level classification AH Razavi, D Inkpen, S Uritsky, S Matwin Advances in Artificial Intelligence: 23rd Canadian Conference on Artificial …, 2010 | 308 | 2010 |
A learner-independent evaluation of the usefulness of statistical phrases for automated text categorization MF Caropreso, S Matwin, F Sebastiani Text databases and document management: Theory and practice 5478 (4), 78-102, 2001 | 308 | 2001 |
Improving fishing pattern detection from satellite AIS using data mining and machine learning EN de Souza, K Boerder, S Matwin, B Worm PloS one 11 (7), e0158248, 2016 | 273 | 2016 |
Addressing the curse of imbalanced data sets: One-sided sampling M Kubat, S Matwin Proceedings of the fourteenth international conference on machine learning …, 1997 | 222 | 1997 |
Strategies and best practices for data literacy education: Knowledge synthesis report C Ridsdale, J Rothwell, M Smit, H Ali-Hassan, M Bliemel, D Irvine, ... | 205 | 2015 |
Functional annotation of genes using hierarchical text categorization S Kiritchenko, S Matwin, AF Famili Proc. of the ACL Workshop on Linking Biological Literature, Ontologies and …, 2005 | 185 | 2005 |
A WordNet-based algorithm for word sense disambiguation X Li, S Szpakowicz, S Matwin IJCAI 95, 1368-1374, 1995 | 183 | 1995 |
Discriminative parameter learning for bayesian networks J Su, H Zhang, CX Ling, S Matwin Proceedings of the 25th international conference on Machine learning, 1016-1023, 2008 | 179 | 2008 |
Genetic algorithms approach to a negotiation support system S Matwin, T Szapiro, K Haigh IEEE Transactions on Systems, Man, and Cybernetics 21 (1), 102-114, 1991 | 172 | 1991 |
Negoplan: An expert system shell for negotiation support S Matwin, S Szpakowicz, Z Koperczak, GE Kersten, W Michalowski IEEE Intelligent Systems 4 (04), 50-62, 1989 | 157 | 1989 |
Fast unsupervised online drift detection using incremental kolmogorov-smirnov test DM Dos Reis, P Flach, S Matwin, G Batista Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016 | 147 | 2016 |
Learning two-tiered descriptions of flexible concepts: The POSEIDON system F Bergadano, S Matwin, RS Michalski, J Zhang Machine Learning 8, 5-43, 1992 | 144 | 1992 |