DMSS2011 Workshop Program

Presentation Time: 17 minutes (presentation) + 3minutes (question)

March 29, 2011

Opening

10:00 – 10:10

Session 1

10:10 – 10:50, Tamokuteki Room 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)

Sesson 2

11:00 – 12:00, Tamokuteki Room 1

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)
  • [paper]

Fast Global Alignment Kernels

  • Marco Cuturi* (Kyoto University)

DMSS/LLLL Invited Talk 1

13:50 – 14:50, Tamokuteki Room 2

Distributional Learning of Extensions of Context-Free Grammars

  • Ryo Yoshinaka

IBISML/LLLL Sessions

15:00 – 17:00, Tamokuteki Room 1 & 2

Social Gathering (Konshin-kai)

17:30 – 19:00

March 30, 2011

Session 3

9:50 – 10:50, Tamokuteki Room 1

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

11:00 – 12:00, Tamokuteki Room 2

Computation over Topological Spaces via Streams with a Bottom

Hideki Tsuiki

DMSS/LLLL Invited Talk 3

13:50 – 14:50, Tamokuteki Room 2

Kernel-based Similarity Search in Massive Graph Databases with Wavelet Trees

Yasuo Tabei

Session 4

15:10 – 16:10, Tamokuteki Room 1

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.)
  • [paper]

Predicting Growth Fluctuation in Network Economy

  • Yoshiharu Maeno (NEC Corporation)
  • [paper]

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)
  • [paper]

Closing

16:10 – 16:20