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Shotaro Akaho
2010 – today
- 2012
[c49]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma: Considerations on Fairness-Aware Data Mining. ICDM Workshops 2012: 378-385- [c48]Jun Fujiki, Shotaro Akaho, Hideitsu Hino, Noboru Murata: Robust Hypersurface Fitting Based on Random Sampling Approximations. ICONIP (3) 2012: 520-527
- [c47]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma: Fairness-Aware Classifier with Prejudice Remover Regularizer. ECML/PKDD (2) 2012: 35-50
- [i4]Kazuya Takabatake, Shotaro Akaho: Constraint-free Graphical Model with Fast Learning Algorithm. CoRR abs/1206.3721 (2012)
- 2011
- [c46]Jun Fujiki, Shotaro Akaho: Hypersurface Fitting via Jacobian Nonlinear PCA on Riemannian Space. CAIP (1) 2011: 236-243
- [c45]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
- [c44]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
- [c43]Shotaro Akaho, Jun Fujiki: Global convergence of independent component analysis based on semidefinite programming relaxation. ICASSP 2011: 4264-4267
- [c42]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
- [c41]Toshihiro Kamishima, Shotaro Akaho, Jun Sakuma: Fairness-aware Learning through Regularization Approach. ICDM Workshops 2011: 643-650
- 2010
- [j12]Yukito Iba, Shotaro Akaho: Gaussian Process Regression with Measurement Error. IEICE Transactions 93-D(10): 2680-2689 (2010)
- [j11]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)
- [c40]Jun Fujiki, Hideitsu Hino, Yumi Usami, Shotaro Akaho, Noboru Murata: Self-Calibration of Radially Symmetric Distortion by Model Selection. ICPR 2010: 1812-1815
- [c39]Toshihiro Kamishima, Shotaro Akaho: Nantonac collaborative filtering: a model-based approach. RecSys 2010: 273-276
- [p2]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Behaviorally Founded Recommendation Algorithm for Browsing Assistance Systems. Data Mining 2010: 317-334
2000 – 2009
- 2009
- [j10]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)
- [c38]Hideitsu Hino, Yumi Usami, Jun Fujiki, Shotaro Akaho, Noboru Murata: Calibration of Radially Symmetric Distortion by Fitting Principal Component. CAIP 2009: 149-156
- [c37]Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho: TrBagg: A Simple Transfer Learning Method and its Application to Personalization in Collaborative Tagging. ICDM 2009: 219-228
- [p1]Toshihiro Kamishima, Shotaro Akaho: Efficient Clustering for Orders. Mining Complex Data 2009: 261-279
- 2008
- [c36]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Enterprise Web Services and Elements of Human Interactions. BIS 2008: 263-272
- [c35]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Analytics and Management of Collaborative Intranets. CollaborateCom 2008: 623-631
- [c34]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Web Behaviormetric User Profiling Concept. EC-Web 2008: 134-143
- [c33]
- [c32]Yasunori Nishimori, Shotaro Akaho, Mark D. Plumbley: Natural Conjugate Gradient on Complex Flag Manifolds for Complex Independent Subspace Analysis. ICANN (1) 2008: 165-174
- [c31]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Complex User Behavioral Networks at Enterprise Information Systems. ICEIS (5) 2008: 233-239
- [c30]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Browsing Assistance Service for Intranet Information Systems. ICDM 2008: 256-267
- [c29]
- [c28]Kazuho Watanabe, Shotaro Akaho, Masato Okada: Clustering on a Subspace of Exponential Family Using Variational Bayes Method. ITSL 2008: 10-16
- [c27]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Service Oriented Architecture of Intranet User-Analytics. SWWS 2008: 224-229
- [c26]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Human-Centric Design of Percipient Knowledge Distribution Service. WSKS (1) 2008: 31-40
- 2007
- [j9]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Knowledge worker intranet behaviour and usability. IJBIDM 2(4): 447-470 (2007)
- [c25]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Long Tails and Analysis of Knowledge Worker Intranet Browsing Behavior. BIS 2007: 584-597
- [c24]
- [c23]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Navigation Space Based Intranet Usability Analysis. CIDM 2007: 147-154
- [c22]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Usability Analysis Framework Based on Behavioral Segmentation. EC-Web 2007: 35-45
- [c21]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Knowledge Extraction, Analysis, and Management of Intranet Serviceability. IKE 2007: 146-152
- [c20]Jun Fujiki, Akihiko Torii, Shotaro Akaho: Epipolar Geometry Via Rectification of Spherical Images. MIRAGE 2007: 461-471
- [c19]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Long Tail Attributes of Knowledge Worker Intranet Interactions. MLDM 2007: 419-433
- 2006
- [j8]Toshihiro Kamishima, Shotaro Akaho: Supervised ordering by regression combined with Thurstone's model. Artif. Intell. Rev. 25(3): 231-246 (2006)
- [c18]Yasunori Nishimori, Shotaro Akaho, Mark D. Plumbley: Riemannian Optimization Method on the Flag Manifold for Independent Subspace Analysis. ICA 2006: 295-302
- [c17]
- [c16]
- [c15]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Navigation Space Formalism and Exploration of Knowledge Worker Behavior on Intranet. iiWAS 2006: 163-172
- [c14]
- [c13]Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Extraction and Analysis of Knowledge Worker Activities on Intranet. PAKM 2006: 73-85
- [i3]
- 2005
- [j7]Yasunori Nishimori, Shotaro Akaho: Learning algorithms utilizing quasi-geodesic flows on the Stiefel manifold. Neurocomputing 67: 106-135 (2005)
- [c12]Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho: Supervised Ordering - An Empirical Survey. ICDM 2005: 673-676
- 2004
- [j6]Koji Tsuda, Shotaro Akaho, Motoaki Kawanabe, Klaus-Robert Müller: Asymptotic Properties of the Fisher Kernel. Neural Computation 16(1): 115-137 (2004)
- [j5]Shotaro Akaho: SVM that maximizes the margin in the input space. Systems and Computers in Japan 35(14): 78-86 (2004)
- [c11]Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho: Estimating Attributed Central Orders: An Empirical Comparison. ECML 2004: 563-565
- [c10]Jun Fujiki, Shotaro Akaho, Noboru Murata: Nonlinear PCA/ICA for the Structure from Motion Problem. ICA 2004: 750-757
- [c9]
- 2003
- [j4]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
- [j3]Shotaro Akaho: Conditionally independent component analysis for supervised feature extraction. Neurocomputing 49(1-4): 139-150 (2002)
- [c8]
- [c7]Kenji Fukumizu, Shotaro Akaho, Shun-ichi Amari: Critical Lines in Symmetry of Mixture Models and its Application to Component Splitting. NIPS 2002: 865-872
- [i2]
- [i1]Koji Tsuda, Shotaro Akaho, Kiyoshi Asai: Approximating Incomplete Kernel Matrices by the em Algorithm. CoRR cs.LG/0211007 (2002)
- 2001
- [c6]Shotaro Akaho: Conditionally Independent Component Extraction for Naive Bayes Inference. ICANN 2001: 535-540
- 2000
- [j2]Shotaro Akaho, Hilbert J. Kappen: Nonmonotonic Generalization Bias of Gaussian Mixture Models. Neural Computation 12(6): 1411-1427 (2000)
- [c5]Koji Tsuda, Shotaro Akaho: Large Margin Classifier via Semiparametric Inference. IJCNN (2) 2000: 23-28
1990 – 1999
- 1998
- [c4]Shotaro Akaho, Yoshiyasu Goto, Takio Kurita, Hiroshi Mizoguchi: Pursuit Movement of Pan-Tilt Camera by Feedback-Error-Learning. ICONIP 1998: 409-412
- [c3]Shotaro Akaho: Statistical Learning in Optimization: Gaussian Modeling for Population Search. ICONIP 1998: 675-678
- 1997
- [c2]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
- 1996
- [j1]Takio Kurita, Hideki Asoh, Shinji Umeyama, Shotaro Akaho, Akitaka Hosomi: Influence of noises added to hidden units on learning of multilayer perceptrons and structurization of networks. Systems and Computers in Japan 27(11): 64-73 (1996)
- 1992
- [c1]
Coauthor Index
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last updated on 2013-04-30 22:16 CEST by the dblp team