Hiroshi Mamitsuka

Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

Michael P. Menden, Dennis Wang, Mike J. Mason et al. · Nature Communications · 2019 · 363 citations · Full text

Medicine, Oncology, Pharmacology +16

Query Learning Strategies Using Boosting and Bagging

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

Computing, Computer Science, Data Mining +11

Collaborative matrix factorization with multiple similarities for predicting drug-target interactions

Xiaodong Zheng, Hao Ding, Hiroshi Mamitsuka et al. · 2013 · 336 citations

Computing, Data Science, Pharmacology +14

GOLabeler: improving sequence-based large-scale protein function prediction by learning to rank

Ronghui You, Zihan Zhang, Yi Xiong et al. · Bioinformatics · 2018 · 208 citations · Full text

Life Sciences, Bioinformatics, Computational Biology +13

Predicting peptides that bind to MHC molecules using supervised learning of hidden markov models

Hiroshi Mamitsuka · Proteins Structure Function and Bioinformatics · 1998 · 174 citations

Life Sciences, Bioinformatics, Immunology +15