Program
October 5 (Fri.)
Opening Address: 13:00-13:15
Session 1 13:15-14:45
Chair: Ryo Yoshida
13:15-13:45 Paul Sheridan, Takeshi Kamimura, Hidetoshi Shimodaira (Invited)
"Scale-free network priors in Bayesian inference with applications to bioinformatics"
13:45-14:15 Koki Kyo
"Bayesian data analysis for identification and estimation of the learning effects of pointing tasks"
14:15-14:45 Masashi Sugiyama, Shinichi Nakajima, Hisashi Kashima,
Paul von Bunau, Motoaki Kawanabe
"Kullback-Leibler importance estimation procedure for covariate shift adaptation"
14:45-15:15 Coffee Break
Session 2 15:15-17:30
Chair: Rui Yamaguchi
15:15-15:45 Thanh Phuong Nguyen, Tu Bao Ho
"Prediction of protein-protein interactions and disease genes by machine learning"
15:45-16:15 Ryo Yoshida, Tomoyuki Higuchi, Seiya Imoto, Satoru Miyano
"Mixed factors analysis: Unsupervized statistical discrimination with kernel feature extraction"
16:15-16:30 Coffee Break
16:30-17:30 Jean-Philippe Vert (Invited)
"Statistical learning with graph kernels"
18:00- Banquet ( ISM 2F Conference room)
October 6 (Sat.)
Session 3 10:30-12:00
Chair: Tomoko Matsui
10:30-11:00 Kosuke Ishibashi, Kohei Hatano, Masayuki Takeda
"Online learning of approximate maximum margin classifiers with biases"
11:00-12:00 Alexander J. Smola (Invited)
"Machine learning for web page ranking and collaborative filtering"
12:00 -13:30 Break
Session 4 13:30-15:30
Chair: Takashi Washio
13:30-14:00 Katsutoshi Yada
マーケティングにおけるストリームデータと文字列解析
("Stream data and string analysis in marketing")
14:00-14:30 Yu Nakano, Takashi Okada
カスケードモデルによる特徴的ルール導出：一般化と高速化
("Fast computation of generalized characteristic rules in the cascade model")
14:30-15:00 Tetsuro Namba, Makoto Haraguchi, Yoshiaki Okubo
遺伝子発現データからの接尾辞木に基づく疑似バイクラスタ抽出
("Extracting pseudo-biclusters from gene expression data based on suffix array")
15:00-15:30 Yuichi Shiraishi, Kenji Fukumizu, Shiro Ikeda
"A game theoretical analysis of combining classifiers for multi-class classification problems"
15:30-15:50 Coffee Break
Session 5 15:50-17:50
Chair: Genta Ueno
15:50-16:20 Hitohiro Shiozaki, Koji Eguchi, Takenao Ohkawa
"Multi-entity-topic models with who-entities and where-entities"
16:20-16:50 Hiroshi Kuwajima, Takashi Washio
"Fast PSD matrix estimation by column reductions"
16:50-17:20 Shin'ya Nakano, Genta Ueno, Kazuyuki Nakamura, Tomoyuki Higuchi
Merging particle filterにおける重みの設定について
("On weight setting for the merging particle filter")
17:20-17:50 Hisashi Kashima, Kazutaka Yamasaki, Hiroto Saigo,
Akihiro Inokuchi
目的変数が範囲で与えられる回帰問題に対するEM法