Shin Ishii

	2012
100		Makoto Fukushima, Okito Yamashita, Atsunori Kanemura, Shin Ishii, Mitsuo Kawato, Masa-aki Sato: A State-Space Modeling Approach for Localization of Focal Current Sources From MEG. IEEE Trans. Biomed. Engineering 59(6): 1561-1571 (2012)
	2011
99		Takeshi Mori, Shin Ishii: Incremental State Aggregation for Value Function Estimation in Reinforcement Learning. IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(5): 1407-1416 (2011)
98		Tsuyoshi Ueno, Shin-ichi Maeda, Motoaki Kawanabe, Shin Ishii: Generalized TD Learning. Journal of Machine Learning Research 12: 1977-2020 (2011)
97		Takashi Takenouchi, Shin Ishii: Ternary Bradley-Terry model-based decoding for multi-class classification and its extensions. Machine Learning 85(3): 249-272 (2011)
96		Shin Ishii, Markus Diesmann, Kenji Doya: Multi-scale, multi-modal neural modeling and simulation. Neural Networks 24(9): 917 (2011)
95		Seigo Nonaka, Honda Naoki, Shin Ishii: A multiphysical model of cell migration integrating reaction-diffusion, membrane and cytoskeleton. Neural Networks 24(9): 979-989 (2011)
	2010
94		Masataka Yamao, Honda Naoki, Shin Ishii: Noise-Induced Collective Migration for Neural Crest Cells. ICANN (1) 2010: 155-163
93		Masahiro Adomi, Yumi Shikauchi, Shin Ishii: Hidden Markov Model for Human Decision Process in a Partially Observable Environment. ICANN (2) 2010: 94-103
92		Wataru Fukuda, Shin-ichi Maeda, Atsunori Kanemura, Shin Ishii: Bayesian X-ray computed tomography using material class knowledge. ICASSP 2010: 2126-2129
91		Junichiro Hirayama, Aapo Hyvärinen, Shin Ishii: Sparse and Low-Rank Estimation of Time-Varying Markov Networks with Alternating Direction Method of Multipliers. ICONIP (1) 2010: 371-379
90		Atsunori Kanemura, Shin-ichi Maeda, Shin Ishii: Sparse Bayesian Learning of Filters for Efficient Image Expansion. IEEE Transactions on Image Processing 19(6): 1480-1490 (2010)
	2009
89		Tsuyoshi Ueno, Shin-ichi Maeda, Motoaki Kawanabe, Shin Ishii: Optimal Online Learning Procedures for Model-Free Policy Evaluation. ECML/PKDD (2) 2009: 473-488
88		Takeshi Mori, Shin Ishii: An Additive Reinforcement Learning. ICANN (1) 2009: 608-617
87		Atsunori Kanemura, Shin-ichi Maeda, Shin Ishii: Learning color image expansion filters. ICIP 2009: 357-360
86		Takeshi Mori, Shin Ishii: Robust Approximation in Decomposed Reinforcement Learning. ICONIP (1) 2009: 590-597
85		Hiroki Tomizawa, Shin-ichi Maeda, Shin Ishii: Learning of Go Board State Evaluation Function by Artificial Neural Network. ICONIP (1) 2009: 598-605
84		Wataru Fukuda, Atsunori Kanemura, Shin-ichi Maeda, Shin Ishii: Superresolution from Occluded Scenes. ICONIP (2) 2009: 19-27
83		Kohei Hayashi, Junichiro Hirayama, Shin Ishii: Dynamic Exponential Family Matrix Factorization. PAKDD 2009: 452-462
82		Naoto Yukinawa, Shigeyuki Oba, Kikuya Kato, Shin Ishii: Optimal Aggregation of Binary Classifiers for Multiclass Cancer Diagnosis Using Gene Expression Profiles. IEEE/ACM Trans. Comput. Biology Bioinform. 6(2): 333-343 (2009)
81		Takashi Takenouchi, Shin Ishii: A Multiclass Classification Method Based on Decoding of Binary Classifiers. Neural Computation 21(7): 2049-2081 (2009)
80		Mizuki Ihara, Shin-ichi Maeda, Shin Ishii: Solo instrumental music analysis using the source-filter model as a sound production model considering temporal dynamics. Neural Computing and Applications 18(1): 3-14 (2009)
79		Atsunori Kanemura, Shin-ichi Maeda, Shin Ishii: Superresolution with compound Markov random fields via the variational EM algorithm. Neural Networks 22(7): 1025-1034 (2009)
78		Shin-ichi Maeda, Shin Ishii: Learning a multi-dimensional companding function for lossy source coding. Neural Networks 22(7): 998-1010 (2009)
	2008
77		Yu Hiei, Takeshi Mori, Shin Ishii: Self-organized Reinforcement Learning Based on Policy Gradient in Nonstationary Environments. ICANN (1) 2008: 367-376
76		Yuki Taniguchi, Takeshi Mori, Shin Ishii: A Continuous Internal-State Controller for Partially Observable Markov Decision Processes. ICANN (1) 2008: 397-406
75		Tsuyoshi Ueno, Motoaki Kawanabe, Takeshi Mori, Shin-ichi Maeda, Shin Ishii: A semiparametric statistical approach to model-free policy evaluation. ICML 2008: 1072-1079
74		Akiyo Asahina, Junichiro Hirayama, Shin Ishii: Interpreting Dopamine Activities in Stochastic Reward Tasks. ICONIP (1) 2008: 361-368
73		Justin Dauwels, Yuki Tsukada, Yuichi Sakumura, Shin Ishii, Kazuhiro Aoki, Takeshi Nakamura, Michiyuki Matsuda, François B. Vialatte, Andrzej Cichocki: On the Synchrony of Morphological and Molecular Signaling Events in Cell Migration. ICONIP (1) 2008: 469-477
72		Junichiro Hirayama, Shin Ishii: A Closed-Form Estimator of Fully Visible Boltzmann Machines. ICONIP (2) 2008: 951-959
71		Tomoya Tamei, Shin Ishii, Tomohiro Shibata: Virtual Force/Tactile Sensors for Interactive Machines Using the User's Biological Signals. Advanced Robotics 22(8): 893-911 (2008)
70		Yuki Tsukada, Kazuhiro Aoki, Takeshi Nakamura, Yuichi Sakumura, Michiyuki Matsuda, Shin Ishii: Quantification of Local Morphodynamics and Local GTPase Activity by Edge Evolution Tracking. PLoS Computational Biology 4(11): (2008)
	2007
69		Satoshi Osaga, Junichiro Hirayama, Takashi Takenouchi, Shin Ishii: A Probabilistic Model of MOSAIC. FOCI 2007: 41-46
68		Takashi Takenouchi, Shin Ishii: Multiclass classification as a decoding problem. FOCI 2007: 470-475
67		Yuki Taniguchi, Takeshi Mori, Shin Ishii: Reinforcement Learning for Cooperative Actions in a Partially Observable Multi-agent System. ICANN (1) 2007: 229-238
66		Atsunori Kanemura, Shin-ichi Maeda, Shin Ishii: Edge-Preserving Bayesian Image Superresolution Based on Compound Markov Random Fields. ICANN (2) 2007: 611-620
65		Tomohiro Shibata, Takashi Bando, Shin Ishii: Visual Tracking Achieved by Adaptive Sampling from Hierarchical and Parallel Predictions. ICONIP (1) 2007: 604-613
64		Shin-ichi Maeda, Shin Ishii: Optimization of Parametric Companding Function for an Efficient Coding. ICONIP (1) 2007: 713-722
63		Junichiro Hirayama, Masashi Nakatomi, Takashi Takenouchi, Shin Ishii: Bayesian Collaborative Predictors for General User Modeling Tasks. ICONIP (1) 2007: 742-751
62		Yuki Tsukada, Yuichi Sakumura, Shin Ishii: Quantitative Morphodynamic Analysis of Time-Lapse Imaging by Edge Evolution Tracking. ICONIP (2) 2007: 817-826
61		Takashi Takenouchi, Shin Ishii: A probabilistic decoding approach to multi-class classification. IJCNN 2007: 2671-2676
60		Mizuki Ihara, Shin-ichi Maeda, Shin Ishii: Estimation of the Source-Filter Model Using Temporal Dynamics. IJCNN 2007: 3098-3103
59		Shigeyuki Oba, Motoaki Kawanabe, Klaus-Robert Müller, Shin Ishii: Heterogeneous Component Analysis. NIPS 2007
58		Junichiro Hirayama, Shin-ichi Maeda, Shin Ishii: Markov and Semi-Markov Switching of Source Appearances for Nonstationary Independent Component Analysis. IEEE Transactions on Neural Networks 18(5): 1326-1342 (2007)
57		Hajime Fujita, Shin Ishii: Model-Based Reinforcement Learning for Partially Observable Games with Sampling-Based State Estimation. Neural Computation 19(11): 3051-3087 (2007)
56		Yutaka Nakamura, Takeshi Mori, Masa-aki Sato, Shin Ishii: Reinforcement learning for a biped robot based on a CPG-actor-critic method. Neural Networks 20(6): 723-735 (2007)
	2006
55		Hajime Fujita, Yutaka Nakamura, Shin Ishii: Feature Extraction for Decision-Theoretic Planning in Partially Observable Environments. ICANN (1) 2006: 820-829
54		Shigeyuki Oba, Shin Ishii: Semi-supervised Significance Score of Differential Gene Expressions. ICANN (2) 2006: 808-817
53		Tsuyoshi Ueno, Yutaka Nakamura, Takashi Takuma, Tomohiro Shibata, Koh Hosoda, Shin Ishii: Fast and Stable Learning of Quasi-Passive Dynamic Walking by an Unstable Biped Robot based on Off-Policy Natural Actor-Critic. IROS 2006: 5226-5231
52		Shigeyuki Oba, Shin Ishii: Semi-supervised discovery of differential genes. BMC Bioinformatics 7: 414 (2006)
51		Yuichi Sakumura, Shin Ishii: Stochastic resonance with differential code in feedforward network with intra-layer random connections. Neural Networks 19(4): 469-476 (2006)
50		Yasunobu Igarashi, Yuichi Sakumura, Shin Ishii: The role of short-term depression in sustained neural activity in the prefrontal cortex: A simulation study. Neural Networks 19(8): 1137-1152 (2006)
49		Junichiro Hirayama, Junichiro Yoshimoto, Shin Ishii: Balancing plasticity and stability of on-line learning based on hierarchical Bayesian adaptation of forgetting factors. Neurocomputing 69(16-18): 1954-1961 (2006)
48		Shin Ishii, Wako Yoshida: Reinforcement Learning: Machine Learning and Natural Learning. New Generation Comput. 24(3): 325-350 (2006)
47		Takashi Bando, Tomohiro Shibata, Kenji Doya, Shin Ishii: Switching particle filters for efficient visual tracking. Robotics and Autonomous Systems 54(10): 873-884 (2006)
46		Kentarou Hitomi, Tomohiro Shibata, Yutaka Nakamura, Shin Ishii: Reinforcement learning for quasi-passive dynamic walking of an unstable biped robot. Robotics and Autonomous Systems 54(12): 982-988 (2006)
	2005
45		Shigeyuki Oba, Kikuya Kato, Shin Ishii: Multi-Scale Clustering for Gene Expression Profiling Data. BIBE 2005: 210-217
44		Hajime Fujita, Shin Ishii: Model-based reinforcement learning for a multi-player card game with partial observability. IAT 2005: 467-470
43		Naoto Yukinawa, Shigeyuki Oba, Kikuya Kato, Shin Ishii: Multi-class Pattern Classification Based on a Probabilistic Model of Combining Binary Classifiers. ICANN (2) 2005: 337-342
42		Yutaka Nakamura, Takeshi Mori, Shin Ishii: An Off-Policy Natural Policy Gradient Method for a Partial Observable Markov Decision Process. ICANN (2) 2005: 431-436
41		Kentarou Hitomi, Tomohiro Shibata, Yutaka Nakamura, Shin Ishii: On-line learning of a feedback controller for quasi-passive-dynamic walking by a stochastic policy gradient method. IROS 2005: 3803-3808
40		Shin Ishii, Hajime Fujita, Masaoki Mitsutake, Tatsuya Yamazaki, Jun Matsuda, Yoichiro Matsuno: A Reinforcement Learning Scheme for a Partially-Observable Multi-Agent Game. Machine Learning 59(1-2): 31-54 (2005)
39		Shin-ichi Maeda, Wen-Jie Song, Shin Ishii: Nonlinear and Noisy Extension of Independent Component Analysis: Theory and Its Application to a Pitch Sensation Model. Neural Computation 17(1): 115-144 (2005)
38		Wako Yoshida, Shin Ishii: Model-based reinforcement learning: a computational model and an fMRI study. Neurocomputing 63: 253-269 (2005)
	2004
37		Takeshi Mori, Yutaka Nakamura, Masa-aki Sato, Shin Ishii: Reinforcement Learning for CPG-Driven Biped Robot. AAAI 2004: 623-630
36		Takashi Bando, Tomohiro Shibata, Kenji Doya, Shin Ishii: Switching Particle Filters for Efficient Real-time Visual Tracking. ICPR (2) 2004: 720-723
35		Yutaka Nakamura, Takeshi Mori, Shin Ishii: Natural Policy Gradient Reinforcement Learning for a CPG Control of a Biped Robot. PPSN 2004: 972-981
34		Shuichi Fukunaga, Yutaka Nakamura, Kazuaki Aso, Shin Ishii: Reinforcement learning for a snake-like robot controlled by a central pattern generator. RAM 2004: 909-914
33		Junichiro Hirayama, Junichiro Yoshimoto, Shin Ishii: Bayesian representation learning in the cortex regulated by acetylcholine. Neural Networks 17(10): 1391-1400 (2004)
32		Ken-ichi Amemori, Shin Ishii: Self-organization of delay lines by spike-time-dependent learning. Neurocomputing 61: 291-316 (2004)
31		Yasunori Ishihara, Shin Ishii, Hiroyuki Seki, Minoru Ito: Temporal Reasoning about Two Concurrent Sequences of Events. SIAM J. Comput. 34(2): 498-513 (2004)
	2003
30		Wako Yoshida, Shin Ishii: A model-based reinforcement learning: a computational model and an fMRI study. ESANN 2003: 313-318
29		Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato: System Identification Based on Online Variational Bayes Method and Its Application to Reinforcement Learning. ICANN 2003: 123-131
28		Shigeyuki Oba, Masa-aki Sato, Shin Ishii: Prior Hyperparameters in Bayesian PCA. ICANN 2003: 271-279
27		Shigeyuki Oba, Masa-aki Sato, Ichiro Takemasa, Morito Monden, Ken-ichi Matsubara, Shin Ishii: A Bayesian missing value estimation method for gene expression profile data. Bioinformatics 19(16): 2088-2096 (2003)
26		Shigeyuki Oba, Masa-aki Sato, Shin Ishii: Variational Bayes method for Mixture of Principal Component Analyzers. Systems and Computers in Japan 34(11): 55-66 (2003)
	2002
25		Shigeyuki Oba, Masa-aki Sato, Ichiro Takemasa, Morito Monden, Ken-ichi Matsubara, Shin Ishii: Missing Value Estimation Using Mixture of PCAs. ICANN 2002: 492-497
24		Taku Yoshioka, Ryouko Morioka, Kazuo Kobayashi, Shigeyuki Oba, Naotake Ogasawara, Shin Ishii: Clustering of Gene Expression Data by Mixture of PCA Models. ICANN 2002: 522-527
23		Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato: Hierarchical Model Selection for NGnet Based on Variational Bayes Inference. ICANN 2002: 661-666
22		Masa-aki Sato, Yutaka Nakamura, Shin Ishii: Reinforcement Learning for Biped Locomotion. ICANN 2002: 777-782
21		Shin Ishii, Wako Yoshida, Junichiro Yoshimoto: Control of exploitation-exploration meta-parameter in reinforcement learning. Neural Networks 15(4-6): 665-687 (2002)
20		Shin Ishii, Masa-aki Sato: Doubly constrained network for combinatorial optimization. Neurocomputing 43(1-4): 239-257 (2002)
19		Yoichiro Matsuno, Tatsuya Yamazaki, Jun Matsuda, Shin Ishii: A multiagent reinforcement learning method based on the model inference of the other agents. Systems and Computers in Japan 33(12): 67-76 (2002)
	2001
18		Yoichiro Matsuno, Tatsuya Yamazaki, Shin Ishii: A multi-agent reinforcement learning method for a partially-observable competitive game. Agents 2001: 39-40
17		Ken-ichi Amemori, Shin Ishii: Resonance of a Stochastic Spiking Neuron Mimicking the Hodgkin-Huxley Model. ICANN 2001: 1087-1094
16		Shigeyuki Oba, Masa-aki Sato, Shin Ishii: On-Line Learning Methods for Gaussian Processes. ICANN 2001: 292-299
15		Ken-ichi Amemori, Shin Ishii: Gaussian Process Approach to Stochastic Spiking Neurons with Reset. ICANN 2001: 361-368
14		Ken-ichi Amemori, Shin Ishii: Gaussian Process Approach to Spiking Neurons for Inhomogeneous Poisson Inputs. Neural Computation 13(12): 2763-2797 (2001)
13		Shin Ishii, Masa-aki Sato: Reconstruction of chaotic dynamics by on-line EM algorithm. Neural Networks 14(9): 1239-1256 (2001)
12		Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato: Application of reinforcement learning based on on-line EM algorithm to balancing of acrobot. Systems and Computers in Japan 32(5): 12-20 (2001)
	2000
11		Yasuo Nagayuki, Shin Ishii, Kenji Doya: Multi-Agent Reinforcement Learning: An Approach Based on the Other Agent's Internal Model. ICMAS 2000: 215-221
10		Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato: On-Line EM Reinforcement Learning. IJCNN (3) 2000: 163-168
9		Masa-aki Sato, Shin Ishii: On-line EM Algorithm for the Normalized Gaussian Network. Neural Computation 12(2): 407-432 (2000)
8		Shin Ishii, Hirotaka Niitsuma: -Opt Neural Approaches to Quadratic Assignment Problems. Neural Computation 12(9): 2209-2225 (2000)
7		Hirotaka Niitsuma, Shin Ishii, Minoru Ito: Analog lambda-opt approach to quadratic assignment problem. Systems and Computers in Japan 31(10): 1-9 (2000)
	1998
6		Ken-ichi Amemori, Shin Ishii: Self-Organizing Network Learning of Sub-Millisecond Temporal Coded Information. ICONIP 1998: 1285-1288
5		Masa-aki Sato, Shin Ishii: On-Line EM Algorithm for Mixture of Local Experts. ICONIP 1998: 1397-1401
4		Taku Yoshioka, Shin Ishii, Minoru Ito: Strategy Acquisition for the Game "Othello" Based on Reinforcement Learning. ICONIP 1998: 841-844
3		Masa-aki Sato, Shin Ishii: Reinforcement Learning Based on On-Line EM Algorithm. NIPS 1998: 1052-1058
2		Shin Ishii, Masa-aki Sato: Constrained neural approaches to quadratic assignment problems. Neural Networks 11(6): 1073-1082 (1998)
	1997
1		Shin Ishii, Masa-aki Sato: Chaotic Potts Spin Model for Combinatorial Optimization Problems. Neural Networks 10(5): 941-963 (1997)

Coauthor Index

1	Masahiro Adomi	[93]
2	Ken-ichi Amemori	[6] [14] [15] [17] [32]
3	Kazuhiro Aoki	[70] [73]
4	Akiyo Asahina	[74]
5	Kazuaki Aso	[34]
6	Takashi Bando	[36] [47] [65]
7	Andrzej Cichocki	[73]
8	Justin Dauwels	[73]
9	Markus Diesmann	[96]
10	Kenji Doya	[11] [36] [47] [96]
11	Hajime Fujita	[40] [44] [55] [57]
12	Wataru Fukuda	[84] [92]
13	Shuichi Fukunaga	[34]
14	Makoto Fukushima	[100]
15	Kohei Hayashi	[83]
16	Yu Hiei	[77]
17	Junichiro Hirayama	[33] [49] [58] [63] [69] [72] [74] [83] [91]
18	Kentarou Hitomi	[41] [46]
19	Koh Hosoda (Kohtaro Hosoda)	[53]
20	Aapo Hyvärinen	[91]
21	Yasunobu Igarashi	[50]
22	Mizuki Ihara	[60] [80]
23	Yasunori Ishihara	[31]
24	Minoru Ito	[4] [7] [31]
25	Atsunori Kanemura	[66] [79] [84] [87] [90] [92] [100]
26	Kikuya Kato	[43] [45] [82]
27	Motoaki Kawanabe	[59] [75] [89] [98]
28	Mitsuo Kawato	[100]
29	Kazuo Kobayashi	[24]
30	Shin-ichi Maeda	[39] [58] [60] [64] [66] [75] [78] [79] [80] [84] [85] [87] [89] [90] [92] [98]
31	Ken-ichi Matsubara	[25] [27]
32	Jun Matsuda	[19] [40]
33	Michiyuki Matsuda	[70] [73]
34	Yoichiro Matsuno	[18] [19] [40]
35	Masaoki Mitsutake	[40]
36	Morito Monden	[25] [27]
37	Takeshi Mori	[35] [37] [42] [56] [67] [75] [76] [77] [86] [88] [99]
38	Ryouko Morioka (Ryoko Morioka)	[24]
39	Klaus-Robert Müller	[59]
40	Yasuo Nagayuki	[11]
41	Takeshi Nakamura	[70] [73]
42	Yutaka Nakamura	[22] [34] [35] [37] [41] [42] [46] [53] [55] [56]
43	Masashi Nakatomi	[63]
44	Honda Naoki	[94] [95]
45	Hirotaka Niitsuma	[7] [8]
46	Seigo Nonaka	[95]
47	Shigeyuki Oba	[16] [24] [25] [26] [27] [28] [43] [45] [52] [54] [59] [82]
48	Naotake Ogasawara	[24]
49	Satoshi Osaga	[69]
50	Yuichi Sakumura	[50] [51] [62] [70] [73]
51	Masa-aki Sato	[1] [2] [3] [5] [9] [10] [12] [13] [16] [20] [22] [23] [25] [26] [27] [28] [29] [37] [56] [100]
52	Hiroyuki Seki	[31]
53	Tomohiro Shibata	[36] [41] [46] [47] [53] [65] [71]
54	Yumi Shikauchi	[93]
55	Wen-Jie Song	[39]
56	Ichiro Takemasa	[25] [27]
57	Takashi Takenouchi	[61] [63] [68] [69] [81] [97]
58	Takashi Takuma	[53]
59	Tomoya Tamei	[71]
60	Yuki Taniguchi	[67] [76]
61	Hiroki Tomizawa	[85]
62	Yuki Tsukada	[62] [70] [73]
63	Tsuyoshi Ueno	[53] [75] [89] [98]
64	François B. Vialatte (François-Benoit Vialatte)	[73]
65	Masataka Yamao	[94]
66	Okito Yamashita	[100]
67	Tatsuya Yamazaki	[18] [19] [40]
68	Wako Yoshida	[21] [30] [38] [48]
69	Junichiro Yoshimoto	[10] [12] [21] [23] [29] [33] [49]
70	Taku Yoshioka	[4] [24]
71	Naoto Yukinawa	[43] [82]

Colors in the list of coauthors

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