Shohei Hido

A Least-squares Approach to Direct Importance Estimation

Takafumi Kanamori, Shohei Hido, Masashi Sugiyama · 2009 · 360 citations

Computing, Computer Science, Data Analytics +12

Roughly balanced bagging for imbalanced data

Shohei Hido, Hisashi Kashima, Yutaka Takahashi · Statistical Analysis and Data Mining The ASA Data Science Journal · 2009 · 225 citations

Public Health, Computer Science, Data Mining +16

Statistical outlier detection using direct density ratio estimation

Shohei Hido, Yuta Tsuboi, Hisashi Kashima et al. · Knowledge and Information Systems · 2010 · 168 citations

Computing, Biostatistics, Data Mining +13

Direct Density Ratio Estimation for Large-scale Covariate Shift Adaptation

Yuta Tsuboi, Hisashi Kashima, Shohei Hido et al. · Journal of Information Processing · 2009 · 125 citations · Full text

Computing, Computer Science, Computational Linguistics +11

A Linear-Time Graph Kernel

Shohei Hido, Hisashi Kashima · 2009 · 113 citations

Computing, Computer Science, Data Mining +14