Shotaro Akaho

	2011
62		Jun Fujiki, Shotaro Akaho: Hypersurface Fitting via Jacobian Nonlinear PCA on Riemannian Space. CAIP (1) 2011: 236-243
61		Jun Fujiki, Shotaro Akaho, Hideitsu Hino, Noboru Murata: Robust Hyperplane Fitting Based on k-th Power Deviation and α-Quantile. CAIP (1) 2011: 278-285
60		Hiromichi Suetani, Shotaro Akaho: A RANSAC-Based ISOMAP for Filiform Manifolds in Nonlinear Dynamical Systems -An Application to Chaos in a Dripping Faucet-. ICANN (2) 2011: 277-284
59		Shotaro Akaho, Jun Fujiki: Global convergence of independent component analysis based on semidefinite programming relaxation. ICASSP 2011: 4264-4267
58		Jun Fujiki, Hideitsu Hino, Shotaro Akaho, Noboru Murata: Calibration of radially symmetric distortion based on linearity in the calibrated image. ICCV Workshops 2011: 288-295
57		Toshihiro Kamishima, Shotaro Akaho, Jun Sakuma: Fairness-aware Learning through Regularization Approach. ICDM Workshops 2011: 643-650
	2010
56		Jun Fujiki, Hideitsu Hino, Yumi Usami, Shotaro Akaho, Noboru Murata: Self-Calibration of Radially Symmetric Distortion by Model Selection. ICPR 2010: 1812-1815
55		Toshihiro Kamishima, Shotaro Akaho: Nantonac collaborative filtering: a model-based approach. RecSys 2010: 273-276
54		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Behaviorally Founded Recommendation Algorithm for Browsing Assistance Systems. Data Mining 2010: 317-334
53		Yukito Iba, Shotaro Akaho: Gaussian Process Regression with Measurement Error. IEICE Transactions 93-D(10): 2680-2689 (2010)
52		Narihisa Matsumoto, Shotaro Akaho, Yasuko Sugase-Miyamoto, Masato Okada: Visualization of multi-neuron activity by simultaneous optimization of clustering and dimension reduction. Neural Networks 23(6): 743-751 (2010)
	2009
51		Hideitsu Hino, Yumi Usami, Jun Fujiki, Shotaro Akaho, Noboru Murata: Calibration of Radially Symmetric Distortion by Fitting Principal Component. CAIP 2009: 149-156
50		Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho: TrBagg: A Simple Transfer Learning Method and its Application to Personalization in Collaborative Tagging. ICDM 2009: 219-228
49		Toshihiro Kamishima, Shotaro Akaho: Efficient Clustering for Orders. Mining Complex Data 2009: 261-279
48		Kazuho Watanabe, Shotaro Akaho, Shinichiro Omachi, Masato Okada: Variational Bayesian Mixture Model on a Subspace of Exponential Family Distributions. IEEE Transactions on Neural Networks 20(11): 1783-1796 (2009)
	2008
47		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Enterprise Web Services and Elements of Human Interactions. BIS 2008: 263-272
46		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Analytics and Management of Collaborative Intranets. CollaborateCom 2008: 623-631
45		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Web Behaviormetric User Profiling Concept. EC-Web 2008: 134-143
44		Shotaro Akaho: Dimension Reduction for Mixtures of Exponential Families. ICANN (1) 2008: 1-10
43		Yasunori Nishimori, Shotaro Akaho, Mark D. Plumbley: Natural Conjugate Gradient on Complex Flag Manifolds for Complex Independent Subspace Analysis. ICANN (1) 2008: 165-174
42		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Browsing Assistance Service for Intranet Information Systems. ICDM 2008: 256-267
41		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Complex User Behavioral Networks at Enterprise Information Systems. ICEIS (5) 2008: 233-239
40		Kazuho Watanabe, Shotaro Akaho, Masato Okada: Clustering on a Subspace of Exponential Family Using Variational Bayes Method. ITSL 2008: 10-16
39		Shotaro Akaho, Kazuya Takabatake: Information Geometry of Contrastive Divergence. ITSL 2008: 3-9
38		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Service Oriented Architecture of Intranet User-Analytics. SWWS 2008: 224-229
37		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Human-Centric Design of Percipient Knowledge Distribution Service. WSKS (1) 2008: 31-40
	2007
36		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Long Tails and Analysis of Knowledge Worker Intranet Browsing Behavior. BIS 2007: 584-597
35		Shotaro Akaho, Kenji Fukumizu: Active Learning for Network Estimation. CIBCB 2007: 402-409
34		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Navigation Space Based Intranet Usability Analysis. CIDM 2007: 147-154
33		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Usability Analysis Framework Based on Behavioral Segmentation. EC-Web 2007: 35-45
32		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Knowledge Extraction, Analysis, and Management of Intranet Serviceability. IKE 2007: 146-152
31		Jun Fujiki, Akihiko Torii, Shotaro Akaho: Epipolar Geometry Via Rectification of Spherical Images. MIRAGE 2007: 461-471
30		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Long Tail Attributes of Knowledge Worker Intranet Interactions. MLDM 2007: 419-433
29		Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Knowledge worker intranet behaviour and usability. IJBIDM 2(4): 447-470 (2007)
	2006
28		Yasunori Nishimori, Shotaro Akaho, Mark D. Plumbley: Riemannian Optimization Method on the Flag Manifold for Independent Subspace Analysis. ICA 2006: 295-302
27		Toshihiro Kamishima, Shotaro Akaho: Dimension Reduction for Supervised Ordering. ICDM 2006: 330-339
26		Toshihiro Kamishima, Shotaro Akaho: Efficient Clustering for Orders. ICDM Workshops 2006: 274-278
25		Peter Géczy, Shotaro Akaho, Shiro Usui: Efficient First Order Superlinear Algorithms. ISAIM 2006
24		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		Toshihiro Kamishima, Shotaro Akaho: Supervised ordering by regression combined with Thurstone's model. Artif. Intell. Rev. 25(3): 231-246 (2006)
21		Shotaro Akaho: A kernel method for canonical correlation analysis CoRR abs/cs/0609071: (2006)
	2005
20		Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho: Supervised Ordering - An Empirical Survey. ICDM 2005: 673-676
19		Yasunori Nishimori, Shotaro Akaho: Learning algorithms utilizing quasi-geodesic flows on the Stiefel manifold. Neurocomputing 67: 106-135 (2005)
	2004
18		Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho: Estimating Attributed Central Orders: An Empirical Comparison. ECML 2004: 563-565
17		Jun Fujiki, Shotaro Akaho, Noboru Murata: Nonlinear PCA/ICA for the Structure from Motion Problem. ICA 2004: 750-757
16		Toshihiro Kamishima, Shotaro Akaho: Filling-in Missing Objects in Orders. ICDM 2004: 423-426
15		Koji Tsuda, Shotaro Akaho, Motoaki Kawanabe, Klaus-Robert Müller: Asymptotic Properties of the Fisher Kernel. Neural Computation 16(1): 115-137 (2004)
14		Shotaro Akaho: SVM that maximizes the margin in the input space. Systems and Computers in Japan 35(14): 78-86 (2004)
	2003
13		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		Toshihiro Kamishima, Shotaro Akaho: Learning from Order Examples. ICDM 2002: 645-648
11		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		Shotaro Akaho: Maximing the Margin in the Input Space CoRR cs.AI/0211006: (2002)
9		Koji Tsuda, Shotaro Akaho, Kiyoshi Asai: Approximating Incomplete Kernel Matrices by the em Algorithm CoRR cs.LG/0211007: (2002)
8		Shotaro Akaho: Conditionally independent component analysis for supervised feature extraction. Neurocomputing 49(1-4): 139-150 (2002)
	2001
7		Shotaro Akaho: Conditionally Independent Component Extraction for Naive Bayes Inference. ICANN 2001: 535-540
	2000
6		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] [31] [51] [56] [58] [59] [61] [62]
5	Kenji Fukumizu	[11] [35]
6	Peter Géczy	[23] [24] [25] [29] [30] [32] [33] [34] [36] [37] [38] [41] [42] [45] [46] [47] [54]
7	Yoshiyasu Goto	[4]
8	Masahiro Hamasaki	[50]
9	Isao Hara	[2]
10	Kôiti Hasida	[23] [24] [29] [30] [32] [33] [34] [36] [37] [38] [41] [42] [45] [46] [47] [54]
11	Satoru Hayamizu	[2]
12	Hideitsu Hino	[51] [56] [58] [61]
13	Yukito Iba	[53]
14	Noriaki Izumi	[23] [24] [29] [30] [32] [33] [34] [36] [37] [38] [41] [42] [45] [46] [47] [54]
15	Toshihiro Kamishima	[12] [16] [18] [20] [22] [26] [27] [49] [50] [55] [57]
16	Hilbert J. Kappen (Bert Kappen)	[5]
17	Motoaki Kawanabe	[15]
18	Hideto Kazawa	[18] [20]
19	Takio Kurita	[4]
20	Toshihiro Matsui	[2]
21	Narihisa Matsumoto	[52]
22	Hiroshi Mizoguchi	[4]
23	Yoichi Motomura	[2]
24	Klaus-Robert Müller	[15]
25	Noboru Murata	[17] [51] [56] [58] [61]
26	Yasunori Nishimori	[19] [28] [43]
27	Masato Okada	[40] [48] [52]
28	Shinichiro Omachi (Shin'ichiro Omachi)	[48]
29	Mark D. Plumbley	[28] [43]
30	Jun Sakuma	[57]
31	Hiromichi Suetani	[60]
32	Yasuko Sugase-Miyamoto	[52]
33	Kazuya Takabatake	[39]
34	Akihiko Torii	[31]
35	Koji Tsuda	[6] [9] [13] [15]
36	Yumi Usami	[51] [56]
37	Shiro Usui	[25]
38	Kazuho Watanabe	[40] [48]

Colors in the list of coauthors

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