The 5th International Workshop on Data-Mining and Statistical Science (DMSS2011)

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DMSS: Session 1

A Decision Forest with Feature Space Enlarged by Low Biased SVM

Classifiers Faisal M. Zaman*, Hideo Hirose (Kyushu Institute of Technology)

Adaptive Target Neighbor Change for Feature Weighting in Nearest

Neighbor Classification* Ichiro Takeuchi* (Nagoya Institute of Technology), Masashi Sugiyama (Tokyo Institute of Technology)

DMSS: Sesson 2

Graph-based Semi-Supervised Kernel Regression via Gaussian Process

Xinlu Guo* (Kobe University) Yoshiaki Yasumura (Shibaura Institute of Technology), Kuniaki Uehara (Kobe University)

Mining RNA Families with Structure Histograms

Yudai Kawai, Mahito Sugiyama, Akihiro Yamamoto* (Kyoto University)

Fast Global Alignment Kernels*

Marco Cuturi* (Kyoto University)

DMSS/LLLL Invited Talk 1: Distributional Learning of Extensions of Context-Free Grammars

Ryo Yoshinaka

Substitutable CFL

Multiple Context-Free Grammer

Context-Free Tree Grammer

DMSS: Session 3

Mining Frequent Sequences with Flexible Time Intervals

Kazuya Maruo, Danaipat Sodkomkham*, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao (Osaka University)

Sufficient Component Analysis for Supervised Dimension Reduction*

Makoto Yamada*, Gang Niu, Jun Takagi, Masashi Sugiyama (Tokyo Institute of Technology)

Dependence-Maximization Clustering with Least-Squares Mutual Information*

Manabu Kimura*, Masashi Sugiyama (Tokyo Institute of Technology)

DMSS/LLLL Invited Talk 2: Computation over Topological Spaces via Streams with a Bottom

Hideki Tsuiki

DMSS/LLLL Invited Talk 3: Kernel-based Similarity Search in Massive Graph Databases with Wavelet

Yasuo Tabei

DMSS: Session 4

Agent-Based Convex Skyline Set Query for Cloud Computing Environment

Yasuhiko Morimoto (Hiroshima Univ.), Mohammad Anisuzzaman Siddique (Univ. of Rajshahi), Mohammad Shamsul Arefin* (Hiroshima Univ.)

Predicting Growth Fluctuation in Network Economy

Yoshiharu Maeno (NEC Corporation)

Importance-Weighted Least-Squares Probabilistic Classifier for Covariate Shift Adaptation with Application to Human Activity Recognition

Hirotaka Hachiya*, Masashi Sugiyama (Tokyo Institute of Technology), Naonori Ueda (NTT Communication Science Laboratories)


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Last-modified: 2011-03-30 (水) 23:27:35