Koji Tsuda

2009
49	EE	Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi, Koji Tsuda: On Pairwise Kernels: An Efficient Alternative and Generalization Analysis. PAKDD 2009: 1030-1037
48	EE	Takeaki Uno, Masashi Sugiyama, Koji Tsuda: Efficient Construction of Neighborhood Graphs by the Multiple Sorting Method CoRR abs/0904.3151: (2009)
2008
47	EE	Hiroto Saigo, Koji Tsuda: Iterative Subgraph Mining for Principal Component Analysis. ICDM 2008: 1007-1012
46	EE	Sebastian Nowozin, Koji Tsuda: Frequent Subgraph Retrieval in Geometric Graph Databases. ICDM 2008: 953-958
45	EE	Hiroto Saigo, Nicole Krämer, Koji Tsuda: Partial least squares regression for graph mining. KDD 2008: 578-586
44	EE	Koji Tsuda, Kenichi Kurihara: Graph Mining with Variational Dirichlet Process Mixture Models. SDM 2008: 432-442
2007
43		Paolo Frasconi, Kristian Kersting, Koji Tsuda: Mining and Learning with Graphs, MLG 2007, Firence, Italy, August 1-3, 2007, Proceedings MLG 2007
42	EE	Sebastian Nowozin, Koji Tsuda, Takeaki Uno, Taku Kudo, Gökhan H. Bakir: Weighted Substructure Mining for Image Analysis. CVPR 2007
41	EE	Sebastian Nowozin, Gökhan H. Bakir, Koji Tsuda: Discriminative Subsequence Mining for Action Classification. ICCV 2007: 1-8
40	EE	Koji Tsuda: Entire regularization paths for graph data. ICML 2007: 919-926
39	EE	Sebastian Nowozin, Koji Tsuda, Takeaki Uno, Taku Kudo, Gökhan H. Bakir: Weighted Substructure Mining for Image Analysis. MLG 2007
38	EE	Tsuyoshi Idé, Koji Tsuda: Change-Point Detection using Krylov Subspace Learning. SDM 2007
37	EE	Hiroto Saigo, Takeaki Uno, Koji Tsuda: Mining complex genotypic features for predicting HIV-1 drug resistance. Bioinformatics 23(18): 2455-2462 (2007)
2006
36	EE	Koji Tsuda, Taku Kudo: Clustering graphs by weighted substructure mining. ICML 2006: 953-960
35	EE	Yasuo Tabei, Koji Tsuda, Taishin Kin, Kiyoshi Asai: SCARNA: fast and accurate structural alignment of RNA sequences by matching fixed-length stem fragments. Bioinformatics 22(14): 1723-1729 (2006)
34	EE	Michiaki Hamada, Koji Tsuda, Taku Kudo, Taishin Kin, Kiyoshi Asai: Mining frequent stem patterns from unaligned RNA sequences. Bioinformatics 22(20): 2480-2487 (2006)
2005
33	EE	Koji Tsuda, Hyunjung Shin, Bernhard Schölkopf: Fast protein classification with multiple networks. ECCB/JBI 2005: 65
32	EE	Koji Tsuda: Propagating distributions on a hypergraph by dual information regularization. ICML 2005: 920-927
31	EE	Tsuyoshi Kato, Koji Tsuda, Kiyoshi Asai: Selective integration of multiple biological data for supervised network inference. Bioinformatics 21(10): 2488-2495 (2005)
30	EE	Koji Tsuda, Gunnar Rätsch: Image reconstruction by linear programming. IEEE Transactions on Image Processing 14(6): 737-744 (2005)
29	EE	Koji Tsuda, Gunnar Rätsch, Manfred K. Warmuth: Matrix Exponentiated Gradient Updates for On-line Learning and Bregman Projection. Journal of Machine Learning Research 6: 995-1018 (2005)
2004
28	EE	Gökhan H. Bakir, Alexander Zien, Koji Tsuda: Learning to Find Graph Pre-images. DAGM-Symposium 2004: 253-261
27	EE	Koji Tsuda, William Stafford Noble: Learning kernels from biological networks by maximizing entropy. ISMB/ECCB (Supplement of Bioinformatics) 2004: 326-333
26	EE	Koji Tsuda, Gunnar Rätsch, Manfred K. Warmuth: Matrix Exponential Gradient Updates for On-line Learning and Bregman Projection. NIPS 2004
25	EE	Tsuyoshi Kato, Koji Tsuda, Kentaro Tomii, Kiyoshi Asai: A New Variational Framework for Rigid-Body Alignment. SSPR/SPR 2004: 171-179
24	EE	Koji Tsuda, Shotaro Akaho, Motoaki Kawanabe, Klaus-Robert Müller: Asymptotic Properties of the Fisher Kernel. Neural Computation 16(1): 115-137 (2004)
23		Koji Tsuda, Shinsuke Uda, Taishin Kin, Kiyoshi Asai: Minimizing the Cross Validation Error to Mix Kernel Matrices of Heterogeneous Biological Data. Neural Processing Letters 19(1): 63-72 (2004)
2003
22		Hisashi Kashima, Koji Tsuda, Akihiro Inokuchi: Marginalized Kernels Between Labeled Graphs. ICML 2003: 321-328
21	EE	Koji Tsuda, Gunnar Rätsch: Image Reconstruction by Linear Programming. NIPS 2003
20	EE	Koji Tsuda, Shotaro Akaho, Kiyoshi Asai: The em Algorithm for Kernel Matrix Completion with Auxiliary Data. Journal of Machine Learning Research 4: 67-81 (2003)
2002
19		Masanori Arita, Koji Tsuda, Kiyoshi Asai: Modeling splicing sites with pairwise correlations. ECCB 2002: 27-34
18	EE	Koji Tsuda, Motoaki Kawanabe: The Leave-One-Out Kernel. ICANN 2002: 727-732
17		Koji Tsuda, Taishin Kin, Kiyoshi Asai: Marginalized kernels for biological sequences. ISMB 2002: 268-275
16	EE	Koji Tsuda, Motoaki Kawanabe, Klaus-Robert Müller: Clustering with the Fisher Score. NIPS 2002: 729-736
15	EE	Koji Tsuda, Shotaro Akaho, Kiyoshi Asai: Approximating Incomplete Kernel Matrices by the em Algorithm CoRR cs.LG/0211007: (2002)
14	EE	Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller: A New Discriminative Kernel from Probabilistic Models. Neural Computation 14(10): 2397-2414 (2002)
2001
13	EE	Volker Roth, Koji Tsuda: Pairwise Coupling for Machine Recognition of Hand-Printed Japanese Characters. CVPR (1) 2001: 1120-1125
12	EE	Koji Tsuda, Gunnar Rätsch, Sebastian Mika, Klaus-Robert Müller: Learning to Predict the Leave-One-Out Error of Kernel Based Classifiers. ICANN 2001: 331-338
11	EE	Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller: A New Discriminative Kernel From Probabilistic Models. NIPS 2001: 977-984
10	EE	Shigeru Muraki, Toshiharu Nakai, Yasuyo Kita, Koji Tsuda: An Attempt for Coloring Multichannel MR Imaging Data. IEEE Trans. Vis. Comput. Graph. 7(3): 265-274 (2001)
9	EE	Koji Tsuda: The subspace method in Hilbert space. Systems and Computers in Japan 32(6): 55-61 (2001)
2000
8	EE	Koji Tsuda, Shotaro Akaho: Large Margin Classifier via Semiparametric Inference. IJCNN (2) 2000: 23-28
1999
7	EE	Koji Tsuda: Support vector classifier with asymetric kernel function. ESANN 1999: 183-188
6	EE	Koji Tsuda: Subspace classifier in the Hilbert space. Pattern Recognition Letters 20(5): 513-519 (1999)
1998
5		Hideya Yoshiuchi, Koji Tsuda, Shigenobu Fukushima, Michihiko Minoh: Pattern Recognition Method for Metric Space by Four Points Embedding. IVCNZ 1998: 186-191
1997
4	EE	Koji Tsuda, Michihiko Minoh: A Nonparametric Density Model for Classification in a High Dimensional Space. ICDAR 1997: 1082-1087
3	EE	Koji Tsuda, Shuji Senda, Michihiko Minoh, Katsuo Ikeda: Sequential fuzzy cluster extraction and its robustness against noise. Systems and Computers in Japan 28(6): 10-17 (1997)
1996
2	EE	Koji Tsuda, Michihiko Minoh, Katsuo Ikeda: Extracting straight lines by sequential fuzzy clustering. Pattern Recognition Letters 17(6): 643-649 (1996)
1995
1	EE	Koji Tsuda, Shuji Senda, Michihiko Minoh, Katsuo Ikeda: Clustering OCR-ed texts for browsing document image database. ICDAR 1995: 171-174

Coauthor Index

1	Shotaro Akaho	[8] [15] [20] [24]
2	Masanori Arita	[19]
3	Kiyoshi Asai	[15] [17] [19] [20] [23] [25] [31] [34] [35]
4	Gökhan H. Bakir	[28] [39] [41] [42]
5	Paolo Frasconi	[43]
6	Shigenobu Fukushima	[5]
7	Michiaki Hamada	[34]
8	Tsuyoshi Idé	[38]
9	Katsuo Ikeda	[1] [2] [3]
10	Akihiro Inokuchi	[22]
11	Hisashi Kashima	[22] [49]
12	Tsuyoshi Kato	[25] [31]
13	Motoaki Kawanabe	[11] [14] [16] [18] [24]
14	Kristian Kersting	[43]
15	Taishin Kin	[17] [23] [34] [35]
16	Yasuyo Kita	[10]
17	Nicole Krämer	[45]
18	Taku Kudo	[34] [36] [39] [42]
19	Kenichi Kurihara	[44]
20	Sebastian Mika	[12]
21	Michihiko Minoh	[1] [2] [3] [4] [5]
22	Klaus-Robert Müller	[11] [12] [14] [16] [24]
23	Shigeru Muraki	[10]
24	Toshiharu Nakai	[10]
25	William Stafford Noble	[27]
26	Sebastian Nowozin	[39] [41] [42] [46]
27	Satoshi Oyama	[49]
28	Gunnar Rätsch	[11] [12] [14] [21] [26] [29] [30]
29	Volker Roth	[13]
30	Hiroto Saigo	[37] [45] [47]
31	Bernhard Schölkopf	[33]
32	Shuji Senda	[1] [3]
33	Hyunjung Shin (Hyunjung (Helen) Shin)	[33]
34	Sören Sonnenburg	[11] [14]
35	Masashi Sugiyama	[48]
36	Yasuo Tabei	[35]
37	Kentaro Tomii	[25]
38	Shinsuke Uda	[23]
39	Takeaki Uno	[37] [39] [42] [48]
40	Manfred K. Warmuth	[26] [29]
41	Yoshihiro Yamanishi	[49]
42	Hideya Yoshiuchi	[5]
43	Alexander Zien	[28]

Colors in the list of coauthors