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NIPS
2004
15 years 2 months ago
Active Learning for Anomaly and Rare-Category Detection
We introduce a novel active-learning scenario in which a user wants to work with a learning algorithm to identify useful anomalies. These are distinguished from the traditional st...
Dan Pelleg, Andrew W. Moore
75
Voted
ICPR
2004
IEEE
16 years 2 months ago
Active Learning to Recognize Multiple Types of Plankton
Andrew Remsen, Dmitry B. Goldgof, Kurt Kramer, Law...
74
Voted
KDD
2006
ACM
122views Data Mining» more  KDD 2006»
16 years 1 months ago
Outlier detection by active learning
Naoki Abe, Bianca Zadrozny, John Langford
72
Voted
WWW
2010
ACM
15 years 8 months ago
Detecting Wikipedia vandalism with active learning and statistical language models
Si-Chi Chin, W. Nick Street, Padmini Srinivasan, D...