Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380
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IBISML2015-1
Principal component analysis-based unsupervised feature extraction applied to in silico drug discovery for posttraumatic stress disorder-mediated heart disease
Y-h. Taguchi, Mitsuo Iwadate, Hideaki Umeyama (Chuo Univ)
pp. 1 - 8
IBISML2015-2
Discovering Temporal Dynamics of Consumer's Purchase Decisions based on Hierarchical Time-Rescaling Model
Hideaki Kim, Noriko Takaya, Hiroshi Sawada (NTT)
pp. 9 - 14
IBISML2015-3
Analysis of Travel Behaviors using Nonnegative Multiple Tensor Factorization
Yusuke Kumagae, Ryota Imai, Tatsushi Matsubayashi, Yoshihide Sato, Tsutomu Horioka (NTT)
pp. 15 - 19
IBISML2015-4
A Study on Non-negative Matrix Factorization for Integrated Analysis of Visiting and Rating Information
Masahiro Kohjima, Tatsushi Matsubayashi, Hiroshi Sawada (NTT)
pp. 21 - 26
IBISML2015-5
Corpus and Topic Scalable Topic Model
Soma Yokoi, Issei Sato, Hiroshi Nakagawa (UTokyo)
pp. 27 - 31
IBISML2015-6
Multiple Latent Space GTM for Visualization of Tensorial Data
Kazushi Higa, Tetsuo Furukawa (Kyutech)
pp. 33 - 38
IBISML2015-7
Differential Privacy and Pseudo-Bayesian Posterior
Kentaro Minami, Hiromi Arai, Issei Sato, Hiroshi Nakagawa (The University of Tokyo)
pp. 39 - 46
IBISML2015-8
Differentially Private Multiple Hypothesis Testing
Kazuya Kakizaki, Jun Sakuma (Tsukuba Univ.)
pp. 47 - 54
IBISML2015-9
Lasso Granger Causality Estimation Considering Smoothness of Causality from Time Series Data
Hitoshi Abe, Jun Sakuma (Tsukuba Univ.)
pp. 55 - 62
IBISML2015-10
Efficient sparse learning for combinatorial model by using safe screening approach
Kazuya Nakagawa, Shinya Suzumura, Masayuki Karasuyama, Ichiro Takeuchi (NIT)
pp. 63 - 68
IBISML2015-11
Selective inference for high-order interaction model
Shinya Suzumura, Kazuya Nakagawa (NIT), Koji Tsuda (UT), Ichiro Takeuchi (NIT)
pp. 69 - 74
IBISML2015-12
Lazy Transfer Leanring
Song Liu, Kenji Fukumizu (ISM)
pp. 75 - 80
IBISML2015-13
A Bridge between Hedge and Exp3 Algorithms
Atsuyoshi Nakamura (Hokkaido Univ.)
pp. 81 - 86
IBISML2015-14
Optimal Algorithms in Dueling Bandit Problem
Junpei Komiyama, Junya Honda (U-Tokyo), Hisashi Kashima (Kyoto University), Hiroshi Nakagawa (U-Tokyo)
pp. 87 - 94
IBISML2015-15
Inverse reinforcemnet learing based on behaviors of a learning agent
Shunsuke Sakurai, Shigeyuki Oba, Shin Ishii (Kyoto Univ.)
pp. 95 - 99
IBISML2015-16
Risk Bound of Lasso Based on MDL Theory
Masanori Kawakita, Yushin Toyokihara, Jun'ichi Takeuchi (Kyushu Univ.)
pp. 101 - 107
IBISML2015-17
A Bayesian Estimator of Mutual Information and its Application to Tests of Independence
Joe Suzuki (Osaka Univ.)
pp. 109 - 116
IBISML2015-18
Tracking multiple cells with a spatial particle filter
Osamu Hirose, Shotaro Kawaguchi (Kanazawa Univ.), Terumasa Tokunaga (Kyutech), Yu Toyoshima (Univ. Tokyo), Takayuki Teramoto, Sayuri Kuge, Takeshi Ishihara (Kyushu Univ.), Yuichi Iino (Univ. Tokyo), Ryo Yoshida (ISM)
pp. 137 - 141
IBISML2015-19
Repulsive parallel MCMC algorithm for discovering diverse motifs from large sequence sets.
Hisaki Ikebata (SOKENDAI), Ryo Yoshida (ISM)
pp. 143 - 147
IBISML2015-20
[Invited Talk]
Deep Convolutional Neural Network Neocognitron and its Advances
Kunihiko Fukushima (FLSI)
pp. 165 - 170
IBISML2015-21
Online Density Estimation of Bradley-Terry Models
Issei Matsumoto (Toyota), Kohei Hatano, Eiji Takimoto (Kyushu U.)
pp. 173 - 180
IBISML2015-22
Computational Complexity Reduction for Functional Connectivity Estimation in Large Scale Neural Network
JeongHun Baek, Shigeyuki Oba (Kyoto Univ.), Junichiro Yoshimoto, Kenji Doya (OIST), Shin Ishii (Kyoto Univ.)
pp. 181 - 185
IBISML2015-23
e-Bagging: The Information Geometric Dual of Breiman's Bagging
-- An Application to the Nadaraya-Watson Regression with the k-Nearest Neighbor Crossover Kernel --
Naoki Hamada, Hiroyuki Higuchi, Katsumi Homma (Fujitsu Labs.)
pp. 187 - 194
IBISML2015-24
Prediction of the opening weekend box office results
Masashi Okazaki (Univ Ryukyus), Ryuichiro Nagasaka (Tokyo Tech), Ryota Miyata (Univ Ryukyus)
pp. 195 - 200
IBISML2015-25
Statistical and information-theoretical analysis of the sumo wrestling tournament
Shoukei Gushiken, Ryota Miyata (Univ Ryukyus)
pp. 201 - 205
IBISML2015-26
A Study of GMPIA
Tsuneo Sawa (YKI)
pp. 207 - 214
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.