Shinichi Nakajima

Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation

Masashi Sugiyama, Shinichi Nakajima, Hisashi Kashima et al. · 2007 · 667 citations

Direct importance estimation for covariate shift adaptation

Masashi Sugiyama, Taiji Suzuki, Shinichi Nakajima et al. · Annals of the Institute of Statistical Mathematics · 2008 · 429 citations

Direct Importance Estimation, Engineering, Machine Learning +4

Semi-supervised local Fisher discriminant analysis for dimensionality reduction

Masashi Sugiyama, Tsuyoshi Idé, Shinichi Nakajima et al. · Machine Learning · 2009 · 261 citations · Full text

Image Analysis, Machine Learning, Data Science +5

Higher-Order Explanations of Graph Neural Networks via Relevant Walks

Thomas Schnake, Oliver Eberle, Jonas Lederer et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 238 citations · Full text

Multi-class image segmentation using conditional random fields and global classification

Nils Plath, Marc Toussaint, Shinichi Nakajima · 2009 · 146 citations

Scene Analysis, Engineering, Machine Learning +18