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Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML)
Chair: Kenji Yamanishi (Univ. of Tokyo) Vice Chair: Naonori Ueda (NTT), Tomoyuki Higuchi (ISM)
Secretary: Masashi Sugiyama (Tokyo Inst. of Tech.), Tsuyoshi Ide (IBM)
Assistant: Daichi Mochihashi (NTT), Shigeyuki Ohba (Kyoto Univ.)
DATE:
Mon, Mar 28, 2011 10:00 - 17:10
Tue, Mar 29, 2011 09:00 - 16:50
PLACE:
Osaka University Nakanoshima Center(http://www.onc.osaka-u.ac.jp/others/map/img/map_e.pdf. Akihiro Inokuchi. +81-6-6444-2100)
TOPICS:
Text and Web mining, etc.
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Mon, Mar 28 AM (10:00 - 11:00)
Chair: Tomoyuki Higuchi (ISM)
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(1) 10:00 - 10:20
Infinite Hidden Markov Random Field Model and Its Application to Semiconductor Manufacturing Data
Ryusei Shingaki, Ken Ueno, Shizu Sakakibara (Toshiba Corp.)
(2) 10:20 - 10:40
Event Clustering Method based on Linear HMM for Geotagged Personal Contents
Iku Ohama (Panasonic), Takuya Kida, Hiroki Arimura (Hokkaido Univ.), Toshihisa Abe (Panasonic)
(3) 10:40 - 11:00
Monte-Carlo Go Based on a Gaussian Process
Shuichi Fukunaga, Hikaru Arai (Tokyo Metropolitan College of Industrial Technology)
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Mon, Mar 28 AM (11:10 - 11:50)
Chair: Toshihiro Kamishima (AIST)
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(4) 11:10 - 11:30
Creating high quality animation of 3D characters via kernel k-means
Kei Hirose (Kyushu Univ.), Tomoyuki Higuchi (ISM)
(5) 11:30 - 11:50
MPI/OpenMP Hybrid Parallel Inference for Latent Dirichlet Allocation
Shotaro Tora, Koji Eguchi (Kobe Univ.)
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Mon, Mar 28 PM (13:40 - 14:30)
Chair: Daichi Mochihashi (NTT)
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(6) 13:40 - 14:30
[Invited Talk]
Logic-based Probabilistic Modeling: the Past and Future
Yoshitaka Kameya (Tokyo Tech)
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Mon, Mar 28 PM (14:40 - 15:40)
Chair: Masashi Sugiyama (Tokyo Institute of Technology)
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(7) 14:40 - 15:00
An Online Algorithm for Classification Using Coding Divergence
Tadashi Yoshioka, Mahito Sugiyama, Akihiro Yamamoto (Kyoto Univ.)
(8) 15:00 - 15:20
A Study on Position-based Adaptive Weighting for Ranking SVM
Masayuki Karasuyama, Takuya Hasegawa, Tsukasa Matsuno, Ichiro Takeuchi (Nagoya Inst. of Tech.)
(9) 15:20 - 15:40
Regression:Possible
-- One dimensional elimination by hyperplane fitting --
Jun Fujiki, Shotaro Akaho (AIST)
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Mon, Mar 28 PM (15:50 - 17:10)
Chair: Koji Tsuda (AIST)
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(10) 15:50 - 16:10
Privacy-preserving mining of frequent closed patterns using ZDDs
Keisuke Ootaki, Akihiro Yamamoto (Kyoto Univ.)
(11) 16:10 - 16:30
Comparison of ZDD-Vectors and WZDDs for Frequent Pattern Mining
Haruya Iwasaki, Shin-ichi Minato (Hokkaido Univ.)
(12) 16:30 - 16:50
Subregion Retrieval of Natural Images by Using Tree Structures, and Application to Fractal Compression and Image Mining
Takashi Fukumura, Mahito Sugiyama, Akihiro Yamamoto (Kyoto Univ)
(13) 16:50 - 17:10
Enumerating Feature-Sets with Submodularity
Yoshinobu Kawahara (Osaka Univ.), Koji Tsuda (AIST), Takashi Washio (Osaka Univ.), Akiko Takeda (Keio Univ.), Shin-ichi Minato (Hokkaido Univ.)
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Tue, Mar 29 AM (09:00 - 10:00)
Chair: Daichi Mochihashi (NTT)
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(14) 09:00 - 09:20
Sequence Image Retrieval by Combining a Meta-Learing Algorithm and Query Learning
Ryoichi Hata, Madori Ikeda, Mahito Sugiyama, Akihiro Yamamoto (Kyoto Univ.)
(15) 09:20 - 09:40
A study on the Relationship between Thermal-comfort and Skin-temperature of Palm Measured by Infrared-image
Jian LU, Shinichi Sawada, Hikaru Enomoto, Tetuo Tai, Tatsuo Oka, Akinori Yasuda (JNIOSH)
(16) 09:40 - 10:00
Application of Bayesian Estimation for XPS Data Analysis
Rei Muraoka, Kenji Nagata, Takehiko Sasaki (Univ. of Tokyo), Masato Okada (Univ. of Tokyo/RIKEN)
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Tue, Mar 29 AM (10:10 - 11:10)
Chair: Shigeyuki Oba (Kyoto University)
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(17) 10:10 - 10:30
Tensor factorization using auxiliary information
Atsuhiro Narita (Univ. Tokyo), Kohei Hayashi (NAIST), Ryota Tomioka (Univ. Tokyo), Hisashi Kashima (Univ. of Tokyo/JST)
(18) 10:30 - 10:50
On Automatic Dimensionality Selection in Probabilistic PCA
Shinichi Nakajima (Nikon), Masashi Sugiyama (Tokyo Inst. of Tech./JST), Derin Babacan (Illinois of.Univ.)
(19) 10:50 - 11:10
Principal component analysis for multiple information sources
Kyohei Suwa, Ryota Tomioka, Takehisa Yairi, Hisashi Kashima (Univ. Tokyo)
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Tue, Mar 29 AM (11:20 - 12:20)
Chair: Hisashi Kashima (University of Tokyo)
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(20) 11:20 - 11:40
Information Geometry of Input-Output Tables
Ryoko Morioka (AIST), Koji Tsuda (AIST/JST)
(21) 11:40 - 12:00
Topic Emergence Detection in Social Networks Using Probabilistic Models of Links
Toshimitsu Takahashi, Ryota Tomioka, Kenji Yamanishi (The Univ. of Tokyo)
(22) 12:00 - 12:20
Learning an Invariant Substructure of Multiple Graphical Gaussian Models
Satoshi Hara, Takashi Washio (Osaka Univ.)
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Tue, Mar 29 PM (15:10 - 16:50)
Chair: Masashi Sugiyama (Tokyo Institute of Technology)
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(23) 15:10 - 15:30
Statistical Analysis of Kernel-based Density Ratio Estimation
Takafumi Kanamori (Nagoya Univ.), Taiji Suzuki (Univ. of Tokyo), Masashi Sugiyama (Tokyo Inst. of Tech)
(24) 15:30 - 15:50
Asymptotic Analysis of the Estimators in Regression Analysis and the Application to Machine Learning
Takanori Ayano (Osaka Univ.)
(25) 15:50 - 16:10
Information-Maximization Clustering
-- Analytic Solution and Model Selection --
Masashi Sugiyama, Makoto Yamada, Manabu Kimura, Hirotaka Hachiya (Tokyo Inst. of Tech)
(26) 16:10 - 16:30
Minimum Variational Free Energy and Average Generalization Error in Latent Variable Models
Kazuho Watanabe (NAIST)
(27) 16:30 - 16:50
Fast Convergence Rate of Multiple Kernel Learning with Elastic-net Regularization
Taiji Suzuki, Ryota Tomioka (Univ. of Tokyo), Masashi Sugiyama (Tokyo Inst. of Tech.)
# Information for speakers
General Talk will have 15 minutes for presentation and 5 minutes for discussion.
# CONFERENCE SPONSORS:
- This conference is co-located by DMSS2011 and LLLL2011.
# CONFERENCE ANNOUNCEMENT:
- For detailed information including this program, please
refer to the home page below.
http://ibisml.org/ibisml004
- Simple social gathering is planned at the end of the 2nd day, 17:30-19:00 on March 29th. Anyone is welcome to attend. http://ibisml.org/dmss2011/sg
=== Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) ===
# FUTURE SCHEDULE:
Tue, Mar 29, 2011 - Wed, Mar 30, 2011: Nakanoshima Center, Osaka Univ. [Tue, Mar 1], Topics: The International Workshop on Data-Mining and Statistical Science (DMSS)
Mon, Jun 20, 2011 - Tue, Jun 21, 2011: Takeda Hall [Fri, May 20], Topics: Machine learning and its applications
Last modified: 2011-03-27 21:56:09
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