Naoki Abe

Cost-sensitive learning by cost-proportionate example weighting

Bianca Zadrozny, John Langford, Naoki Abe · 2004 · 671 citations

Engineering, Machine Learning, Data Science +20

Query Learning Strategies Using Boosting and Bagging

Naoki Abe, Hiroshi Mamitsuka · International Conference on Machine Learning · 1998 · 355 citations

Engineering, Machine Learning, Information Retrieval +9

Outlier detection by active learning

Naoki Abe, Bianca Zadrozny, John Langford · 2006 · 329 citations

Anomaly Detection, Machine Learning, Engineering +16

Temporal causal modeling with graphical granger methods

Andrew O. Arnold, Yan Liu, Naoki Abe · 2007 · 295 citations

Engineering, Causal Relation Extraction, Causal Inference +17

Generalizing Case Frames Using a Thesaurus and the MDL Principle

Hang Li, Naoki Abe · ArXiv.org · 1995 · 180 citations · Full text

Engineering, Semantic Web, Semantics +23