Koji Tsuda

	2009
58		Elisabeth Georgii, Koji Tsuda, Bernhard Schölkopf: Multi-way set enumeration in real-valued tensors. KDD Workshop on Data Mining using Matrices and Tensors 2009
57		Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi, Koji Tsuda: On Pairwise Kernels: An Efficient Alternative and Generalization Analysis. PAKDD 2009: 1030-1037
56		Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama, Koji Tsuda: Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction. SDM 2009: 1099-1110
55		Silvia Chiappa, Hiroto Saigo, Koji Tsuda: A Bayesian Approach to Graphy Regression with Relevant Subgraph Selection. SDM 2009: 295-304
54		Sabine Dietmann, Elisabeth Georgii, Alexey V. Antonov, Koji Tsuda, Hans-Werner Mewes: The DICS repository: module-assisted analysis of disease-related gene lists. Bioinformatics 25(6): 830-831 (2009)
53		Elisabeth Georgii, Sabine Dietmann, Takeaki Uno, Philipp Pagel, Koji Tsuda: Enumeration of condition-dependent dense modules in protein interaction networks. Bioinformatics 25(7): 933-940 (2009)
52		Takeaki Uno, Masashi Sugiyama, Koji Tsuda: Efficient Construction of Neighborhood Graphs by the Multiple Sorting Method CoRR abs/0904.3151: (2009)
51		Hyunjung Shin, Koji Tsuda, Bernhard Schölkopf: Protein functional class prediction with a combined graph. Expert Syst. Appl. 36(2): 3284-3292 (2009)
	2008
50		Hiroto Saigo, Koji Tsuda: Iterative Subgraph Mining for Principal Component Analysis. ICDM 2008: 1007-1012
49		Sebastian Nowozin, Koji Tsuda: Frequent Subgraph Retrieval in Geometric Graph Databases. ICDM 2008: 953-958
48		Hiroto Saigo, Nicole Krämer, Koji Tsuda: Partial least squares regression for graph mining. KDD 2008: 578-586
47		Koji Tsuda, Kenichi Kurihara: Graph Mining with Variational Dirichlet Process Mixture Models. SDM 2008: 432-442
	2007
46		Paolo Frasconi, Kristian Kersting, Koji Tsuda: Mining and Learning with Graphs, MLG 2007, Firence, Italy, August 1-3, 2007, Proceedings MLG 2007
45		Sebastian Nowozin, Koji Tsuda, Takeaki Uno, Taku Kudo, Gökhan H. Bakir: Weighted Substructure Mining for Image Analysis. CVPR 2007
44		Sebastian Nowozin, Gökhan H. Bakir, Koji Tsuda: Discriminative Subsequence Mining for Action Classification. ICCV 2007: 1-8
43		Koji Tsuda: Entire regularization paths for graph data. ICML 2007: 919-926
42		Sebastian Nowozin, Koji Tsuda, Takeaki Uno, Taku Kudo, Gökhan H. Bakir: Weighted Substructure Mining for Image Analysis. MLG 2007
41		Tsuyoshi Idé, Koji Tsuda: Change-Point Detection using Krylov Subspace Learning. SDM 2007
40		Gal Chechik, Christina S. Leslie, William Stafford Noble, Gunnar Rätsch, Quaid Morris, Koji Tsuda: NIPS workshop on New Problems and Methods in Computational Biology. BMC Bioinformatics 8(S-10): (2007)
39		Elisabeth Georgii, Sabine Dietmann, Takeaki Uno, Philipp Pagel, Koji Tsuda: Mining expression-dependent modules in the human interaction network. BMC Bioinformatics 8(S-8): (2007)
38		Hiroto Saigo, Takeaki Uno, Koji Tsuda: Mining complex genotypic features for predicting HIV-1 drug resistance. Bioinformatics 23(18): 2455-2462 (2007)
	2006
37		Koji Tsuda, Taku Kudo: Clustering graphs by weighted substructure mining. ICML 2006: 953-960
36		Tsuyoshi Kato, Yukio Murata, Koh Miura, Kiyoshi Asai, Paul Horton, Koji Tsuda, Wataru Fujibuchi: Network-based de-noising improves prediction from microarray data. BMC Bioinformatics 7(S-1): (2006)
35		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		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		Koji Tsuda, Hyunjung Shin, Bernhard Schölkopf: Fast protein classification with multiple networks. ECCB/JBI 2005: 65
32		Koji Tsuda: Propagating distributions on a hypergraph by dual information regularization. ICML 2005: 920-927
31		Tsuyoshi Kato, Koji Tsuda, Kiyoshi Asai: Selective integration of multiple biological data for supervised network inference. Bioinformatics 21(10): 2488-2495 (2005)
30		Koji Tsuda, Gunnar Rätsch: Image reconstruction by linear programming. IEEE Transactions on Image Processing 14(6): 737-744 (2005)
29		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		Gökhan H. Bakir, Alexander Zien, Koji Tsuda: Learning to Find Graph Pre-images. DAGM-Symposium 2004: 253-261
27		Koji Tsuda, William Stafford Noble: Learning kernels from biological networks by maximizing entropy. ISMB/ECCB (Supplement of Bioinformatics) 2004: 326-333
26		Koji Tsuda, Gunnar Rätsch, Manfred K. Warmuth: Matrix Exponential Gradient Updates for On-line Learning and Bregman Projection. NIPS 2004
25		Tsuyoshi Kato, Koji Tsuda, Kentaro Tomii, Kiyoshi Asai: A New Variational Framework for Rigid-Body Alignment. SSPR/SPR 2004: 171-179
24		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		Koji Tsuda, Gunnar Rätsch: Image Reconstruction by Linear Programming. NIPS 2003
20		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		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		Koji Tsuda, Motoaki Kawanabe, Klaus-Robert Müller: Clustering with the Fisher Score. NIPS 2002: 729-736
15		Koji Tsuda, Shotaro Akaho, Kiyoshi Asai: Approximating Incomplete Kernel Matrices by the em Algorithm CoRR cs.LG/0211007: (2002)
14		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		Volker Roth, Koji Tsuda: Pairwise Coupling for Machine Recognition of Hand-Printed Japanese Characters. CVPR (1) 2001: 1120-1125
12		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		Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller: A New Discriminative Kernel From Probabilistic Models. NIPS 2001: 977-984
10		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		Koji Tsuda: The subspace method in Hilbert space. Systems and Computers in Japan 32(6): 55-61 (2001)
	2000
8		Koji Tsuda, Shotaro Akaho: Large Margin Classifier via Semiparametric Inference. IJCNN (2) 2000: 23-28
	1999
7		Koji Tsuda: Support vector classifier with asymetric kernel function. ESANN 1999: 183-188
6		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		Koji Tsuda, Michihiko Minoh: A Nonparametric Density Model for Classification in a High Dimensional Space. ICDAR 1997: 1082-1087
3		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		Koji Tsuda, Michihiko Minoh, Katsuo Ikeda: Extracting straight lines by sequential fuzzy clustering. Pattern Recognition Letters 17(6): 643-649 (1996)
	1995
1		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	Alexey V. Antonov	[54]
3	Masanori Arita	[19]
4	Kiyoshi Asai	[15] [17] [19] [20] [23] [25] [31] [34] [35] [36]
5	Gökhan H. Bakir	[28] [42] [44] [45]
6	Gal Chechik	[40]
7	Silvia Chiappa	[55]
8	Sabine Dietmann	[39] [53] [54]
9	Paolo Frasconi	[46]
10	Wataru Fujibuchi	[36]
11	Shigenobu Fukushima	[5]
12	Elisabeth Georgii	[39] [53] [54] [58]
13	Michiaki Hamada	[34]
14	Paul Horton	[36]
15	Tsuyoshi Idé	[41]
16	Katsuo Ikeda	[1] [2] [3]
17	Akihiro Inokuchi	[22]
18	Hisashi Kashima	[22] [56] [57]
19	Tsuyoshi Kato	[25] [31] [36] [56]
20	Motoaki Kawanabe	[11] [14] [16] [18] [24]
21	Kristian Kersting	[46]
22	Taishin Kin	[17] [23] [34] [35]
23	Yasuyo Kita	[10]
24	Nicole Krämer	[48]
25	Taku Kudo	[34] [37] [42] [45]
26	Kenichi Kurihara	[47]
27	Christina S. Leslie	[40]
28	Hans-Werner Mewes	[54]
29	Sebastian Mika	[12]
30	Michihiko Minoh	[1] [2] [3] [4] [5]
31	Koh Miura	[36]
32	Quaid Morris	[40]
33	Klaus-Robert Müller	[11] [12] [14] [16] [24]
34	Shigeru Muraki	[10]
35	Yukio Murata	[36]
36	Toshiharu Nakai	[10]
37	William Stafford Noble	[27] [40]
38	Sebastian Nowozin	[42] [44] [45] [49]
39	Satoshi Oyama	[57]
40	Philipp Pagel	[39] [53]
41	Gunnar Rätsch	[11] [12] [14] [21] [26] [29] [30] [40]
42	Volker Roth	[13]
43	Hiroto Saigo	[38] [48] [50] [55]
44	Bernhard Schölkopf	[33] [51] [58]
45	Shuji Senda	[1] [3]
46	Hyunjung Shin (Hyunjung (Helen) Shin)	[33] [51]
47	Sören Sonnenburg	[11] [14]
48	Masashi Sugiyama	[52] [56]
49	Yasuo Tabei	[35]
50	Kentaro Tomii	[25]
51	Shinsuke Uda	[23]
52	Takeaki Uno	[38] [39] [42] [45] [52] [53]
53	Manfred K. Warmuth	[26] [29]
54	Yoshihiro Yamanishi	[56] [57]
55	Hideya Yoshiuchi	[5]
56	Alexander Zien	[28]

Colors in the list of coauthors