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EMNLP
2009
14 years 7 months ago
How well does active learning
Machine involvement has the potential to speed up language documentation. We assess this potential with timed annotation experiments that consider annotator expertise, example sel...
Jason Baldridge, Alexis Palmer
NIPS
2004
14 years 11 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
ICPR
2004
IEEE
15 years 11 months ago
Active Learning to Recognize Multiple Types of Plankton
Andrew Remsen, Dmitry B. Goldgof, Kurt Kramer, Law...
KDD
2006
ACM
122views Data Mining» more  KDD 2006»
15 years 10 months ago
Outlier detection by active learning
Naoki Abe, Bianca Zadrozny, John Langford