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The 5th International Workshop on Data-Mining and Statistical Science (DMSS2011) †このページはしましまがThe 5th International Workshop on Data-Mining and Statistical Science (DMSS2011) に参加してとったメモです．私の主観や勘違いが含まれていたり，私が全く分かってなかったりしていますので，その点を注意してご覧ください．誤りがあれば，指摘してください． 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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