Shotaro Akaho

2009
46	EE	Toshihiro Kamishima, Shotaro Akaho: Efficient Clustering for Orders. Mining Complex Data 2009: 261-279
2008
45	EE	Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Enterprise Web Services and Elements of Human Interactions. BIS 2008: 263-272
44	EE	Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Web Behaviormetric User Profiling Concept. EC-Web 2008: 134-143
43	EE	Shotaro Akaho: Dimension Reduction for Mixtures of Exponential Families. ICANN (1) 2008: 1-10
42	EE	Yasunori Nishimori, Shotaro Akaho, Mark D. Plumbley: Natural Conjugate Gradient on Complex Flag Manifolds for Complex Independent Subspace Analysis. ICANN (1) 2008: 165-174
41	EE	Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Browsing Assistance Service for Intranet Information Systems. ICDM 2008: 256-267
40		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Complex User Behavioral Networks at Enterprise Information Systems. ICEIS (5) 2008: 233-239
39		Kazuho Watanabe, Shotaro Akaho, Masato Okada: Clustering on a Subspace of Exponential Family Using Variational Bayes Method. ITSL 2008: 10-16
38		Shotaro Akaho, Kazuya Takabatake: Information Geometry of Contrastive Divergence. ITSL 2008: 3-9
37		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Service Oriented Architecture of Intranet User-Analytics. SWWS 2008: 224-229
36	EE	Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Human-Centric Design of Percipient Knowledge Distribution Service. WSKS (1) 2008: 31-40
2007
35	EE	Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Long Tails and Analysis of Knowledge Worker Intranet Browsing Behavior. BIS 2007: 584-597
34	EE	Shotaro Akaho, Kenji Fukumizu: Active Learning for Network Estimation. CIBCB 2007: 402-409
33	EE	Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Navigation Space Based Intranet Usability Analysis. CIDM 2007: 147-154
32	EE	Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Usability Analysis Framework Based on Behavioral Segmentation. EC-Web 2007: 35-45
31		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Knowledge Extraction, Analysis, and Management of Intranet Serviceability. IKE 2007: 146-152
30	EE	Jun Fujiki, Akihiko Torii, Shotaro Akaho: Epipolar Geometry Via Rectification of Spherical Images. MIRAGE 2007: 461-471
29	EE	Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Long Tail Attributes of Knowledge Worker Intranet Interactions. MLDM 2007: 419-433
28	EE	Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Knowledge worker intranet behaviour and usability. IJBIDM 2(4): 447-470 (2007)
2006
27	EE	Yasunori Nishimori, Shotaro Akaho, Mark D. Plumbley: Riemannian Optimization Method on the Flag Manifold for Independent Subspace Analysis. ICA 2006: 295-302
26	EE	Toshihiro Kamishima, Shotaro Akaho: Dimension Reduction for Supervised Ordering. ICDM 2006: 330-339
25	EE	Toshihiro Kamishima, Shotaro Akaho: Efficient Clustering for Orders. ICDM Workshops 2006: 274-278
24	EE	Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Extraction and Analysis of Knowledge Worker Activities on Intranet. PAKM 2006: 73-85
23		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Navigation Space Formalism and Exploration of Knowledge Worker Behavior on Intranet. iiWAS 2006: 163-172
22	EE	Toshihiro Kamishima, Shotaro Akaho: Supervised ordering by regression combined with Thurstone's model. Artif. Intell. Rev. 25(3): 231-246 (2006)
21	EE	Shotaro Akaho: A kernel method for canonical correlation analysis CoRR abs/cs/0609071: (2006)
2005
20	EE	Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho: Supervised Ordering - An Empirical Survey. ICDM 2005: 673-676
19	EE	Yasunori Nishimori, Shotaro Akaho: Learning algorithms utilizing quasi-geodesic flows on the Stiefel manifold. Neurocomputing 67: 106-135 (2005)
2004
18	EE	Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho: Estimating Attributed Central Orders: An Empirical Comparison. ECML 2004: 563-565
17	EE	Jun Fujiki, Shotaro Akaho, Noboru Murata: Nonlinear PCA/ICA for the Structure from Motion Problem. ICA 2004: 750-757
16	EE	Toshihiro Kamishima, Shotaro Akaho: Filling-in Missing Objects in Orders. ICDM 2004: 423-426
15	EE	Koji Tsuda, Shotaro Akaho, Motoaki Kawanabe, Klaus-Robert Müller: Asymptotic Properties of the Fisher Kernel. Neural Computation 16(1): 115-137 (2004)
14	EE	Shotaro Akaho: SVM that maximizes the margin in the input space. Systems and Computers in Japan 35(14): 78-86 (2004)
2003
13	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
12	EE	Toshihiro Kamishima, Shotaro Akaho: Learning from Order Examples. ICDM 2002: 645-648
11	EE	Kenji Fukumizu, Shotaro Akaho, Shun-ichi Amari: Critical Lines in Symmetry of Mixture Models and its Application to Component Splitting. NIPS 2002: 865-872
10	EE	Shotaro Akaho: Maximing the Margin in the Input Space CoRR cs.AI/0211006: (2002)
9	EE	Koji Tsuda, Shotaro Akaho, Kiyoshi Asai: Approximating Incomplete Kernel Matrices by the em Algorithm CoRR cs.LG/0211007: (2002)
8	EE	Shotaro Akaho: Conditionally independent component analysis for supervised feature extraction. Neurocomputing 49(1-4): 139-150 (2002)
2001
7	EE	Shotaro Akaho: Conditionally Independent Component Extraction for Naive Bayes Inference. ICANN 2001: 535-540
2000
6	EE	Koji Tsuda, Shotaro Akaho: Large Margin Classifier via Semiparametric Inference. IJCNN (2) 2000: 23-28
5		Shotaro Akaho, Hilbert J. Kappen: Nonmonotonic Generalization Bias of Gaussian Mixture Models. Neural Computation 12(6): 1411-1427 (2000)
1998
4		Shotaro Akaho, Yoshiyasu Goto, Takio Kurita, Hiroshi Mizoguchi: Pursuit Movement of Pan-Tilt Camera by Feedback-Error-Learning. ICONIP 1998: 409-412
3		Shotaro Akaho: Statistical Learning in Optimization: Gaussian Modeling for Population Search. ICONIP 1998: 675-678
1997
2		Hideki Asoh, Satoru Hayamizu, Isao Hara, Yoichi Motomura, Shotaro Akaho, Toshihiro Matsui: Socially Embedded Learning of the Office-Conversant Mobil Robot Jijo-2. IJCAI (2) 1997: 880-887
1992
1		Shotaro Akaho: Regularization Learning of Neural Networks for Generalization. ALT 1992: 99-110

Coauthor Index

1	Shun-ichi Amari	[11]
2	Kiyoshi Asai	[9] [13]
3	Hideki Asoh	[2]
4	Jun Fujiki	[17] [30]
5	Kenji Fukumizu	[11] [34]
6	Peter Géczy	[23] [24] [28] [29] [31] [32] [33] [35] [36] [37] [40] [41] [44] [45]
7	Yoshiyasu Goto	[4]
8	Isao Hara	[2]
9	Kôiti Hasida	[23] [24] [28] [29] [31] [32] [33] [35] [36] [37] [40] [41] [44] [45]
10	Satoru Hayamizu	[2]
11	Noriaki Izumi	[23] [24] [28] [29] [31] [32] [33] [35] [36] [37] [40] [41] [44] [45]
12	Toshihiro Kamishima	[12] [16] [18] [20] [22] [25] [26] [46]
13	Hilbert J. Kappen	[5]
14	Motoaki Kawanabe	[15]
15	Hideto Kazawa	[18] [20]
16	Takio Kurita	[4]
17	Toshihiro Matsui	[2]
18	Hiroshi Mizoguchi	[4]
19	Yoichi Motomura	[2]
20	Klaus-Robert Müller	[15]
21	Noboru Murata	[17]
22	Yasunori Nishimori	[19] [27] [42]
23	Masato Okada	[39]
24	Mark D. Plumbley	[27] [42]
25	Kazuya Takabatake	[38]
26	Akihiko Torii	[30]
27	Koji Tsuda	[6] [9] [13] [15]
28	Kazuho Watanabe	[39]

Colors in the list of coauthors