PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Koji Tsuda

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Number of EPrints submitted by this user: 11

Entire Regularization Paths for Graph Data
Koji Tsuda
In: 24th International Conference on Machine Learning, 20-24 June 2007, Corvallis, Oregon.

Change-Point Detection using Krylov Subspace Learning
Tsuyoshi Ide and Koji Tsuda
In: SDM 2007, 26-28 Apr 2007, MInneapolis, Minnesota.

Enumeration of Condition-Dependent Dense Modules in Protein Interaction Networks
Elisabeth Georgii, Sabine Dietmann, Takeaki Uno, Philip Pagel and Koji Tsuda
Bioinformatics 2009.

The DICS repository: module-assisted analysis of disease-related gene lists
Sabine Dietmann, Elisabeth Georgii, Alexey Antonov, Koji Tsuda and Hans-Werner Mewes
Bioinformatics 2009.

gBoost: A mathematical programming approach to graph classification and regression
Hiroto Saigo, Sebastian Nowozin, Tadashi Kadowaki, Taku Kudo and Koji Tsuda
Machine Learning Volume 75, pp. 69-89, 2009.

Protein functional class prediction with a combined graph
Hyunjung Shin, Koji Tsuda and Bernhard Schölkopf
Expert Systems with Applications Volume 36, pp. 3284-3292, 2009.

A Bayesian Approach to Graph Regression with Relevant Subgraph Selection
Silvia Chiappa, Hiroto Saigo and Koji Tsuda
In: 2009 SIAM International Conference on Data Mining, 30 Apr - 02 May 2009, Sparks, USA.

Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction
Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama and Koji Tsuda
In: 2009 SIAM International Conference on Data Mining, 30 Apr - 02 May 2009, Sparks, USA.

On Pairwise Kernels: An Efficient Alternative and Generalization Analysis
Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi and Koji Tsuda
In: 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 27-30 Apr 2009, Thailand.

Frequent Subgraph Retrieval in Geometric Graph Databases
Sebastian Nowozin and Koji Tsuda
In: 8th IEEE International Conference on Data Mining, 15-19 Dec 2008, Pisa, Italy.

Iterative Subgraph Mining for Principal Component Analysis
Hiroto Saigo and Koji Tsuda
In: 8th IEEE International Conference on Data Mining, 15-19 Dec 2008, Pisa, Italy.