Gary M. Weiss's Most Popular Papers
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Gary M. Weiss and Foster Provost (2003).
Learning when Training Data are Costly: The Effect of Class Distribution on
Tree Induction, Journal of Artificial Intelligence Research,
19:315-354.
332 citations
(189 citations to the journal version and
143 citations to the technical report version)
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Gary M. Weiss (2004).
Mining with Rarity: A Unifying Framework,
SIGKDD Explorations 6(1):7-19.
208 citations
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Gary M. Weiss and Haym Hirsh (1998).
Learning to Predict Rare Events in Event
Sequences,
Proceedings of the Fourth International Conference on Knowledge Discovery
and Data Mining (KDD-98), AAAI Press, Menlo Park, CA, 359-363.
122 citations
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Gary M. Weiss and Haym Hirsh (2000).
A Quantitative Study of Small Disjuncts.
Proceedings of the Seventeenth National Conference on Artificial
Intelligence (AAAI-2000), AAAI Press, Menlo Park, CA, 665-670.
44 citations
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Gary M. Weiss (1995).
Learning with Rare Cases and Small Disjuncts,
Proceedings of the Twelfth International Conference on Machine
Learning, Lake Tahoe, California, 558-565.
41 citations
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Gary M. Weiss (1999).
Timeweaver: a Genetic Algorithm for
Identifying Predictive Patterns in Sequences of Events.
Proceedings of the Genetic and Evolutionary Computation Conference
(GECCO-99), Morgan Kaufmann, San Francisco, CA, 718-725.
34 citations
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Gary M. Weiss and Haym Hirsh (1998).
The Problem with Noise and Small Disjuncts,
Proceedings of the Fifteenth International Conference on Machine Learning
(ICML-98). Morgan Kaufmann, San Francisco, CA, 574-578.
26 citations
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