Hyunha NAM


Direct Density Ratio Estimation with Convolutional Neural Networks with Application in Outlier Detection
Hyunha NAM Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/05/01
Vol. E98-D  No. 5  pp. 1073-1079
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
density ratio estimationconvolutional neural networkoutlier detection
 Summary | Full Text:PDF(588.5KB)

Computationally Efficient Multi-Label Classification by Least-Squares Probabilistic Classifiers
Hyunha NAM Hirotaka HACHIYA Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/08/01
Vol. E96-D  No. 8  pp. 1871-1874
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
multi-label classificationleast-squares probabilistic classifier
 Summary | Full Text:PDF(185.7KB)