Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380
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IBISML2010-60
[Poster Presentation]
The Digital Information Yields Human Evolution
-- A Digital Network Mechanism of Automata consisting of Digital Demodulation, Source Coding and Channel Coding. --
Kimiaki Tokumaru (System Engineer)
pp. 1 - 12
IBISML2010-61
[Poster Presentation]
Methods of Cross-Domain Object Matching
Makoto Yamada, Masashi Sugiyama (Tokyo Inst. of Tech.)
pp. 13 - 18
IBISML2010-62
[Poster Presentation]
Extracting semantic orientations using lexical networks
-- Performance improvement from the viewpoint of statistical mechanics --
Takuma Goto, Yoshiyuki Kabashima, Hiroya Takamura (Tokyo Tech)
pp. 19 - 25
IBISML2010-63
[Poster Presentation]
Phase Transition Structure in Variational Bayes Learning of Bernoulli Mixture
Daisuke Kaji (Tokyo tech), Kazuho Watanabe (NAIST), Sumio Watanabe (Tokyo tech)
pp. 27 - 31
IBISML2010-64
[Poster Presentation]
A Unified Framework of Density Ratio Estimation under Bregman Divergence
Masashi Sugiyama (Tokyo Inst. of Tech.), Taiji Suzuki (Univ. of Tokyo), Takafumi Kanamori (Nagoya Univ.)
pp. 33 - 44
IBISML2010-65
[Poster Presentation]
A Study of Extracting Personally Meaningful Places from Sparse Location Histories
Mori Kurokawa, Hiroyuki Yokoyama (KDDI R&D Labs.), Kazuyoshi Yoshii, Hideki Asoh (AIST)
pp. 45 - 49
IBISML2010-66
[Poster Presentation]
Probabilistic Inference by minimizing the TRW Free Energy using CCCP
Yu Nishiyama (RIKEN), Xingyao Ye, Alan L. Yuille (UCLA)
pp. 51 - 58
IBISML2010-67
[Poster Presentation]
Advanced Susceptibility Propagation
Muneki Yasuda, Kazuyuki Tanaka (Tohoku Univ.)
pp. 59 - 63
IBISML2010-68
[Poster Presentation]
An Application of Generalized Linear Model for Recommender System
-- Rating Estimation Based on Main-Effect Model --
Yu Fujimoto (Aoyama Gakuin Univ.)
pp. 65 - 71
IBISML2010-69
[Poster Presentation]
Boosting for density estimation based on U loss function
Osamu Komori (ISM), Kanta Naito (S.U.), Shinto Eguchi (ISM)
pp. 73 - 82
IBISML2010-70
[Poster Presentation]
A Study on Simultaneous Feature Selection for Cost-Sensitive Classifiers Using Mixed-Norm Regularization
Toru Sugiura, Kazuaki Koide, Tatsuya Hongo, Masayuki Karasuyama, Ichiro Takeuchi (NIT)
pp. 83 - 90
IBISML2010-71
[Poster Presentation]
Image Segmentation by Region-Based Latent Variables and Belief Propagation
Ryota Hasegawa, Seiji Miyoshi (Kansai Univ.), Masato Okada (Univ. of Tokyo)
pp. 91 - 97
IBISML2010-72
[Poster Presentation]
Efficient Implementation of Greedy Cover Learning by Hyper-Rectangles and Its Classification Performance Evaluation Using Real Data
Koji Ouchi, Atsuyoshi Nakamura, Mineichi Kudo (Hokkaido Univ.)
pp. 99 - 104
IBISML2010-73
[Poster Presentation]
Hierarchical topic trajectory model for video annotation retrieval considering cross-modal co-occurrences
Takuho Nakano (Univ. Tokyo), Akisato Kimura, Hirokazu Kameoka (NTT), Shigeki Miyabe, Shigeki Sagayama, Nobutaka Ono (Univ. Tokyo), Kunio Kashino (NTT), Takuya Nishimoto (Univ. Tokyo)
pp. 105 - 112
IBISML2010-74
[Poster Presentation]
Learning Evaluation Functions for Shogi Using SVM-based Bipartite Ranking Learning
Daiki Suehiro, Kohei Hatano, Hideo Bannai, Eiji Takimoto, Masayuki Takeda (Kyushu Univ.)
pp. 113 - 118
IBISML2010-75
[Poster Presentation]
Multilayer Sequence Labeling
Ai Azuma, Yuji Matsumoto (NAIST)
pp. 119 - 126
IBISML2010-76
[Poster Presentation]
Anomaly Detection of Sequence Data Based on T-information
Ulrich Speidel (Univ. of Auckland), Stefan Jan Skudlarek, Hirosuke Yamamoto (Univ. of Tokyo)
pp. 127 - 134
IBISML2010-77
[Poster Presentation]
Quantum Error Correction with Non-Binary LDPC Codes
Kenta Kasai (Tokyo Inst. of Tech.), Manabu Hagiwara (AIST), Hideki Imai (Chuo Univ.), Kohichi Sakaniwa (Tokyo Inst. of Tech.)
pp. 135 - 145
IBISML2010-78
[Poster Presentation]
Index Type Full-Text Search Support System Using Self-Organizing Map
Takahito Kuniyoshi, Tomoko Ozeki (Tokai Univ.)
pp. 147 - 150
IBISML2010-79
[Poster Presentation]
On regression problem for paths on networks
Tsuyoshi Ide (IBM)
pp. 151 - 154
IBISML2010-80
[Poster Presentation]
Extraction of Shared State Space between Human Users and Assistive Robots
-- Application to an Exoskeleton Robot --
Jun Morimoto, Tomoyuki Noda, Sang-Ho Hyon (ATR)
pp. 155 - 158
IBISML2010-81
[Poster Presentation]
Quantile Based Information Estimation for Weighted Observation and its Applications
Hideitsu Hino, Kazuki Miura, Noboru Murata (Waseda Univ.)
pp. 159 - 168
IBISML2010-82
[Poster Presentation]
Improvement of accuracy in biometrics authentication by dummy data
Akihiro Nakajima, Tomoko Ozeki (Tokai Univ.)
pp. 169 - 174
IBISML2010-83
[Poster Presentation]
Performance analysis of compressed sensing under correlated signals
Koujin Takeda, Yoshiyuki Kabashima (Tokyo Tech.)
pp. 175 - 180
IBISML2010-84
[Poster Presentation]
On the difference between Bayes and Variational Bayes in a normal mixture
Tetsutaro Yamada, Sumio Watanabe (Tokyo Tech.)
pp. 181 - 186
IBISML2010-85
[Poster Presentation]
A New Quadratically Constrained Criterion based on Maximum a Posteriori Estimation for Binary Classifier
Tatsuya Yokota, Yukihiko Yamashita (Titech)
pp. 187 - 194
IBISML2010-86
[Poster Presentation]
Infinite Latent Harmonic Allocation based on Hierarchical Dirichlet Process for Music Signal Analysis
Kazuyoshi Yoshii, Masataka Goto (AIST)
pp. 195 - 202
IBISML2010-87
[Poster Presentation]
Probabilistic Matrix Factorization based on Features
Masashi Sekino (Sony)
pp. 203 - 210
IBISML2010-88
[Poster Presentation]
A Study on Multiple Multivariate Two-Sample Test for Gene Set Analysis using MST-based SVM Path-Following
Yuta Ishikawa, Kota Isobe, Masayuki Karasuyama, Taisuke Izumi, Ichiro Takeuchi (NIT)
pp. 211 - 220
IBISML2010-89
[Poster Presentation]
A Study on the Suboptimal Solution Path Algorithm
Masayuki Karasuyama, Ichiro Takeuchi (NIT)
pp. 221 - 230
IBISML2010-90
[Poster Presentation]
Statistical mechanical analysis of hierarchical random code ensemble in signal processing
Koujin Takeda (Tokyo Tech.), Tomoyuki Obuchi (Osaka Univ.), Kazutaka Takahashi (Tokyo Tech.)
pp. 231 - 238
IBISML2010-91
[Poster Presentation]
Statistical mechanics of on-line learning using correlated examples
Kento Nakao (Kansai Univ.), Yuuta Narukawa (Daihen), Seiji Miyoshi (Kansai Univ.)
pp. 239 - 244
IBISML2010-92
[Poster Presentation]
Statistical Mechanics of Adaptive Weight Perturbation Learning
Ryousuke Miyoshi, Yutaka Maeda, Seiji Miyoshi (Kansai Univ.)
pp. 245 - 250
IBISML2010-93
[Poster Presentation]
A Learning Method for Nonlinear Dynamical Motor Primitives from a Variety of Nominal Trajectories
-- Application to Robot Learning from Demonstration --
Takamitsu Matsubara (NAIST/ATR), Sang-Ho Hyon (Ritsumeikan Univ./ATR), Jun Morimoto (ATR)
pp. 251 - 256
IBISML2010-94
[Poster Presentation]
Statistical Mechanical Informatics for Portfolio Optimization Problems
Takashi Shinzato (Akita Pref. Univ.), Muneki Yasuda (Tohoku Univ.)
pp. 257 - 263
IBISML2010-95
[Poster Presentation]
SVM with weight learning for kernel parameters of each sample
Naoya Inoue, Yukihiko Yamashita (TOKYO TECH)
pp. 265 - 270
IBISML2010-96
[Poster Presentation]
Exact Multiple Test of Fisher's Exact Test
-- Non-conservative Multiple Test Algorithm --
Hirofumi Miyagi, Masato Inoue (Waseda Univ.)
pp. 271 - 275
IBISML2010-97
[Poster Presentation]
Privacy-preserving Semisupervised Learning on Labeled Graph
Hiromi Arai, Jun Sakuma (Univ. of Tsukuba)
pp. 277 - 282
IBISML2010-98
[Poster Presentation]
Return distribution estimation with dynamic programming
Tetsuro Morimura (IBM Japan), Masashi Sugiyama (Tokyo Tech), Hisashi Kashima (Univ. of Tokyo), Hirotaka Hachiya (Tokyo Tech), Toshiyuki Tanaka (Kyoto Univ.)
pp. 283 - 290
IBISML2010-99
[Poster Presentation]
Global Analytic Solution for Variational Bayesian Matrix Factorization and its Model-induced Regularization
Shinichi Nakajima (Nikon), Masashi Sugiyama (Tokyo Inst. of Tech.), Ryota Tomioka (Univ. of Tokyo)
pp. 291 - 302
IBISML2010-100
[Poster Presentation]
Regularization Strategies and Empirical Bayesian Learning for MKL
Ryota Tomioka, Taiji Suzuki (Univ. of Tokyo)
pp. 303 - 310
IBISML2010-101
[Poster Presentation]
Loss Functions for Multiclass Boosting
Takafumi Kanamori (Nagoya Univ.)
pp. 311 - 318
IBISML2010-102
[Poster Presentation]
Global optimization of polynomial cost function by semidefinite programming relaxation
Shotaro Akaho, Jun Fujiki (AIST)
pp. 319 - 325
IBISML2010-103
[Poster Presentation]
Efficient Computation of Normalized Maximum Likelihood Coding for Gaussian Mixtures with Its Applications to Model Selection
So Hirai, Kenji Yamanishi (Tokyo Univ.)
pp. 327 - 333
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.