Papers | Bulletin | Technical Reports | Bibliography | Conferences | Media



Papers[top]
Formulation of pdi-Bagging and Its Evaluation
Honoka Irie, Isao Hayashi
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.35, No.1, pp.603-614 (2023)
Research for Matchup Analysis of Pass play in American Football with Deep Learning
Yuhei Yamamoto, Shigenori Tanaka, Kenji Nakamura, Chihiro Tanaka, Wenyuan Jiang, Isao Hayashi
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.32, No.1, pp.590-603 (2020)
Design Evaluation of Learning Type Fuzzy Inference Using Trapezoidal Membership Function
Honoka Irie, Isao Hayashi
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.31, No.6, pp.908-917 (2019)
Time-Series Data Analysis Using Sliding Window Based SVD for Motion Evaluation
Yinlai Jiang, Isao Hayashi, Shuoyu Wang, Kenji Ishida
Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII), Vol.21, No.7, pp.1240-1250, DOI:10.20965/jaciii.2017.p1240 (2017)
Extraction of Knowledge from the Topographic Attentive Mapping Network and its Application in Skill Analysis of Table Tennis
Isao Hayashi, Masanori Fujii, Toshiyuki Maeda, Jasmin Leveille, Tokio Tasaka
Journal of Human Kinetics, Vol.55, pp.39-54, DOI:10.1515/hukin-2017-0005 (2017)
Analysis of Structure Characteristic in Rat Cultured Neuronal Network Using Fuzzy Operator
Isao Hayashi, Koki Mitsumoto, Megumi Kiyotoki, Suguru N. Kudoh
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.28, No.3, pp.675-684 (2016)
A Proposal of Boosting Algorithm by Possibilistic Data Interpolation and its Application to Brain-Computer Interface
Isao Hayashi, Shinji Tsuruse
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.28, No.1, pp.501-510 (2016)
Knowledge Acquisition Method Based on Singular Value Decomposition for Human Motion Analysis
Yinlai Jiang, Isao Hayashi, Shuoyu Wang
Journal of IEEE Transaction on Knowledge and Data Engineering, Vol.26, No.12, pp.3038-3050 (2014)
A Probabilistic WKL Rule for Incremental Feature Learning and Pattern Recognition
Jasmin Leveille, Isao Hayashi, Kunihiko Fukushima
Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII), Vol.18, No.4, pp.672-681 (2014)
Neocognitron Trained by Winner-Kill-Loser with Triple Threshold
Kunihiko Fukushima, Isao Hayashi, Jasmin Leveille
Journal of Neurocomputing, Vol.129, pp.78-84 (2014)
Skill Analysis with Time Series Image Data
Toshiyuki Maeda, Masanori Fujii, Isao Hayashi
The International Journal of Soft Computing and Software Engineering, Vol.3, No.3, pp.576-580 (2013)
Acquisition of Motion Features by Singular Value Decomposition
Yinlai Jiang, Isao Hayashi, Shuoyu Wang
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.24, No.1, pp.513-525 (2012)
Biomodeling System: Interactive Connection between Cultured Neuronal Network and Moving Robot Using Fuzzy Interface
Isao Hayashi, Minori Tokuda, Ai Kiyohara, Takahisa Taguchi, Suguru N. Kudoh
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.23, No.5, pp.761-772 (2011) The 2012 Best Paper Award of Journal of Japan Society for Fuzzy Theory and Intelligent Informatics
Acquisition of Embodied Knowledge on Gesture Motion by Singular Spectrum Analysis
Isao Hayashi, Yinlai Jiang, Shuoyu Wang
Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII), Vol.15, No.8, pp.1011-1018 (2011)
Vitroid - The Robot System with an Interface Between a Living Neuronal Network and Outer World
Suguru N. Kudoh, Minori Tokuda, Ai Kiyohara, Chie Hosokawa, Takahisa Taguchi, Isao Hayashi
International Journal of Mechatronics and Manufacturing System, Vol.4, No.2, pp.135-149 (2011)
Classification Accuracy Enhancement for an fNIRS Brain-Computer Interface Using Sigular Spectrum Transformation
Yinlai Jiang, Shuoyu Wang, Isao Hayashi
ICIC Express Letters, Vol.4, No.6(A), pp.2195-2199 (2010)
Recognition of Perceptual Grouping and Localization of Brain Activity in Aperture Problems
Isao Hayashi, Hisashi Toyoshima, Takahiro Yamanoi
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.22, No.5, pp.642-651 (2010)
Optimal Location of Wireless LAN Access Points Using Fuzzy ID3
Isao Hayashi, Takashi Kobayashi, Yoshinori Arai, Toshiyuki Maeda, Atsushi Inoue
Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII), Vol.13, No.2, pp.128-134 (2009)
A Study on Acquisition of Evaluation Rules for Subcontractors of Construction Companies Using Fuzzy ID3
Sang-Yul Yang, Sung-Eun Kim, Seung-Gook Hwang, You-Dong Won, Isao Hayashi
Journal of the Korea Institute of Intelligent Systems, Vol. 17, No. 5, pp.691-695 (2007)
Biomodeling system - Interaction Between Living Neuronal Network and Outer World
Suguru N. Kudoh, Chie Hosokawa, Ai Kiyohara, Takahisa Taguchi, Isao Hayashi
Journal of Robotics and Mechatronics, Vol.19, No.5, pp.592-600 (2007)
A Proposal of TAM Network with Gabor Type Receptive Field
Isao Hayashi, James R. Williamson
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.18, No.3, pp.434-442 (2006)
A Proposal of Pruning Method for TAM Network
Isao Hayashi, James R. Williamson
Transactions of the Institute of Systems, Control and Information Engineers, Vol.17, No.2, pp.81-88 (2004)
A Proposal of Fuzzy ID3 with Tuning Ability for AND Connectives
Isao Hayashi, Toshiyuki Maeda, Jun Ozawa
Japanese Journal of Fuzzy Theory and Systems, Vol.11, No.4, pp.431-441 (2001, Original Paper in 1999)
A Behavior Decision System of Autonomous Agents Using Natural Language Description
Toshiyuki Maeda, Isao Hayashi, Motohide Umano, Lakhmi C. Jain
International Journal of Knowledge-Based Intelligent Engineering Systems, Vol.3, No.4, pp.223-229 (1999)
A Proposal of Fuzzy ID3 with Ability of Learning for AND Connectives
Isao Hayashi, Toshiyuki Maeda, Jun Ozawa
Journal of Japan Society for Fuzzy Theory and Systems, Vol.11, No.4, pp.677-682 (1999)
A Formalisation of Space for Natural Language Semantics
Toshiyuki Maeda, Isao Hayashi
International Journal of Knowledge-Based Intelligent Engineering Systems, Vol.2, No.2, pp.95-101 (1998)
Fuzzy Retrieval System Using Query Networks and AND/OR Operators with Learning Mechanism
Isao Hayashi, Eiichi Naito, Jun Ozawa, Noboru Wakami
International Journal of Knowledge-Based Intelligent Engineering Systems, Vol.1, No.1, pp.22-35 (1997)
A Proposal of a Knowledge-Based Systems Using Fuzzy Rules and Genetic Algorithms
Andreas Bastian, Isao Hayashi
Japanese Journal of Fuzzy Theory and Systems, Vol.8, No.6, pp.895-907 (1997, Original Paper in 1996)
A Proposal of a Knowledge-Based Systems Using Fuzzy Rules and Genetic Algorithms
Andreas Bastian, Isao Hayashi
Journal of Japan Society for Fuzzy Theory and Systems, Vol.8, No.6, pp.1058-1065 (1996)
Acquisition of Inference Rules by Neural Network Driven Fuzzy Reasoning
Isao Hayashi, Hiroyoshi Nomura, Noboru Wakami
Japanese Journal of Fuzzy Theory and Systems, Vol.2, No.4, pp.453-469 (1995, Original Paper in 1990)
An Anticipating Hybrid Genetic Algorithm for Fuzzy Modeling
Andreas Bastian, Isao Hayashi
日本ファジィ学会誌,Vol.7, No.5, pp.997-1006 (1995)
Implementation of Multi-Step Fuzzy Reasoning Shell
Isao Hayashi, Eiichi Naito, Hiroyoshi Nomura, Noboru Wakami, Motohide Umano
IEICE Transactions on Information and Systems, Vol.J77-D-Ⅱ, No.10, pp.2063-2074 (1994)
Proposal for Fuzzy Connectives with a Learning Function Using the Steepest Descent Method
Isao Hayashi, Eiichi Naito, Noboru Wakami
Japanese Journal of Fuzzy Theory and Systems, Vol.5, No.5, pp.705-717 (1993)
A Proposal of Fuzzy Connectives with Learning Function Using Steepest Descent Method
Isao Hayashi, Eiichi Naito, Noboru Wakami
Journal of Japan Society for Fuzzy Theory and Systems, Vol.5, No.5, pp.1132-1141 (1993)
Identification Method of Possibility Distributions and Its Application to Discriminant Analysis
Hideo Tanaka, Hisao Ishibuchi, Isao Hayashi
Fuzzy Sets and Systems, Vol.58, No.1, pp.41-50 (1993)
A Fuzzy Modeling with an Iterative Generation Mechanism for Fuzzy Inference Rules
Shoichi Araki, Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Japanese Journal of Fuzzy Theory and Systems, Vol.4, No.4, pp.399-411 (1992)
Fuzzy Modelling with Iterative Generation Mechanism of Fuzzy Inference Rules
Shoichi Araki, Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Journal of Japan Society for Fuzzy Theory and Systems, Vol.4, No.4, pp.722-732 (1992)
A Self-Turning Method of Fuzzy Reasoning by Delta Rule and Its Application to a Moving Obstacle Avoidance
Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Journal of Japan Society for Fuzzy Theory and Systems, Vol.4, No.2, pp.379-388 (1992)
Construction of Fuzzy Inference Rules by NDF and NDFL
Isao Hayashi, Hiroyoshi Nomura, Hisayo Yamasaki, Noboru Wakami
International Journal of Approximate Reasoning, Vol.6, pp.241-266 (1992)
Identification of Possibilistic Distribution and Its Application to Discriminant Analysis
Hideo Tanaka, Hisao Ishibuchi, Isao Hayashi
Transactions of the Institute of Systems, Control and Information Engineers, Vol.36, No.1, pp.34-39 (1992)
NN-Driven Fuzzy Reasoning
Hideyuki Takagi, Isao Hayashi
International Journal of Approximate Reasoning, Vol.5, pp.191-212 (1991)
Acquisition of Inference Rules by Neural Network Driven Fuzzy Reasoning
Isao Hayashi, Hiroyoshi Nomura, Noboru Wakami
Journal of Japan Society for Fuzzy Theory and Systems, Vol.2, No.4, pp.585-597 (1990)
Artificial Neural Network-Driven Fuzzy Control and Its Application to the Learning of Inverted Pendulum System
Isao Hayashi, Hiroyoshi Nomura, Noboru Wakami
IEEE Tokyo Section; Denshi Tokyo, No.29, pp.64-69 (1990)
The Fuzzy GMDH Algorithm by Possibility Models and Its Application
Isao Hayashi, Hideo Tanaka
Fuzzy Sets and Systems, Vol.36, No.2, pp.245-258 (1990)
Possibilistic Linear Regression Analysis for Fuzzy Data
Hideo Tanaka, Isao Hayashi, Junzo Watada
European Journal of Operational Research, Vol.40, pp.389-396 (1989)
Interval Regression Analysis by Possibilistic Measures
Hideo Tanaka, Isao Hayashi, Kazunori Nagasaka
The Japanese Journal of Behaviormetrics, Vol.16, No.1, pp.1-7 (1988)
Analysis and Prediction of Water Temperatures in a Reservoir by the Fuzzy GMDH
Isao Hayashi, Hideo Tanaka, Toshio Ohno, Fusetsu Takagi
Transactions of the Society of Instrument and Control Engineers, Vol.23, No.12, pp.1304-1311 (1987)
On Three Formulations of Fuzzy Linear Regression Analysis
Hideo Tanaka, Junzo Watada, Isao Hayashi
Transactions of the Society of Instrument and Control Engineers, Vol.22, No.10, pp.1051-1057 (1986)
The Formulation of the Fuzzy GMDH
Hideo Tanaka, Isao Hayashi, Kiyoji Asai
ISCIE Journal of Systems, Control and Information, Vol.30, No.9, pp.581-587 (1986)
Bulletin[top]
Dialog Management System Using Fuzzy Hypothetical Inference of Communication System for the Care of Aged People
Toshiyuki Maeda, Hiroshi Tagami, Isao Hayashi
Information Science of Hannan University, Vol.20, pp.1-10 (2006)
Optimal Location of Wireless LAN Access Points Using Knowledge Acquired from ID3
Isao Hayashi
Information Science of Hannan University, Vol.17, pp.48-62 (2003)
Acquisition of Fuzzy Rules Using the TAM Network
Isao Hayashi, Toshiyuki Maeda
Information Science of Hannan University, Vol.16, pp.22-33 (2002)
A Position Decision Algorithm with Fuzzy Information on Network Communication
Toshiyuki Maeda, Isao Hayashi, Tatsuya Nomura, Hiroaki Aoki, Motohide Umano, Lakhmi C. Jain
Transactions of Fukuyama Heisei University, Vol.7, pp.125-141 (2002)
A Study of Fuzzy Space Inference System by Natural Language Descriptions
Toshiyuki Maeda, Isao Hayashi, Tatsuya Nomura, Hiroaki Aoki, Motohide Umano, Lakhmi C. Jain
Transactions of Fukuyama Heisei University, Vol.6, pp.105-113 (2001)
A Study of Behavioral Scalability in Natural Language Descriptions
Toshiyuki Maeda, Isao Hayashi, Motohide Umano, Lakhmi C. Jain
Transactions of Fukuyama Heisei University, Vol.5, pp.115-124 (2000)
Extracting Rules for Comfortableness to Live in Osaka Using Fuzzy ID3
Isao Hayashi, Yoshiaki Yano, Toshiyuki Maeda
Information Science of Hannan University, Vol.11, pp.20-28 (1997)
Fuzzy ID3 Using Background Knowledge
Isao Hayashi, Jun Ozawa
Information Science of Hannan University, Vol.10, pp.1-9 (1996)
Design of Fuzzy Model Using CMAC Algorithm
Isao Hayashi, Jun Ozawa
Information Science of Hannan University, Vol.9, pp.1-11 (1995)
Trends of Fusion and Union Models Constructed by Fuzzy Rules and Neural Networks
Isao Hayashi
Information Science of Hannan University, Vol.8, pp.1-21 (1994)
Technical Reports[top]
Research for Supporting Tactical Analysis Concerning Pass Skeleton in American Football
Chihiro Tanaka, Yuhei Yamamoto, Wenyuan Jiang, Shigenori Tanaka, Isao Hayashi, Kenji Nakamura, Shinsuke Nakajima
Image Laboratory, Vol.33, No.3, pp.27-34 and Vol.33, No.4, pp.24-34 (2022)
Artificial Intelligence and Transdisciplinary Science and Technology
Hiroshi Takahashi, Shusaku Tsumoto, Fujio Tsutsumi, Yutaka Matsuo, Satoshi Kurihara, Genshiro Kitagawa, Tetsuo Sawaragi, Isao Hayashi
Journal of Oukan, Vol.14, No.2, pp.100-112 (2021)
Possibility of AI Table Tennis Based on Data Science
Isao Hayashi, Honoka irie, Yuki Sekiya, Masamune Nakayama, Tetsushi Yase
Journal of TOKEI, Japan Statistical Association, June, pp.23-28 (2020)
Fuzzy Home Appliances and Neuro-Fuzzy Home Appliances Produced by Matsushita Electric Industrial Co., Ltd.
Yoshihiro Fujiwara, Noboru Wakami, Isao Hayashi
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.30, No.1, pp.14-23 (2018)
A Status Report of Campus Cloud Computing Services
Hiroyuki Ebara, Isao Hayashi, Kazuhiro Kono, Tohru Kondo, Shinya Mizuno
Annual Report of Information Technology Center, Kansai University, Vol.6, pp.13-32 (2016)
Neuron and Synaptic Plasticity
Suguru N. Kudoh, Isao Hayashi, Takahisa Taguchi
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.18, No.3, pp.362-368 (2006)
GMDH
Isao Hayashi
Journal of Japan Society for Fuzzy Theory and Systems, Vol.7, No.2, pp.270-274 (1995)
Trends of Fuzzy Control for Home Appliances
Isao Hayashi
Transactions of the Institute of Electrical Engineers of Japan on Electronics, Information and Systems Society, Vol.113, No.7, pp.466-473 (1993)
Perspectives and Trends of Fuzzy-Neural Networks
Isao Hayashi, Motohide Umano
Journal of Japan Society for Fuzzy Theory and Systems, Vol.5, No.2, pp.178-190 (1993)
Fusion Method between Fuzzy Control and Neural Networks
Isao Hayashi
Magazine of Information Processing Society of Japan, Vol.34, No.1, pp.44-51 (1993)
Bibliography[top]
A Measure of Localization of Brain Activity for the Motion Aperture Problem Using Electroencephalograms
Isao Hayashi, Atsushi Moritaka, Hisashi Toyoshima, Takahiro Yamanoi
Developing and Applying Biologically‐Inspired Vision Systems: Interdisciplinary Concepts, M.Pomplun and J.Suzuki eds., IGI Global, pp.208-223, (2012)
Embodimemt of Living Neuronal Networks: A Robot Connected to Cultured Neuronal Networks
Isao Hayashi, Suguru N. Kudoh
Report No.0906 of International Institute for Advanced Studies "Skill and Organization," T.Sawaragi ed., International Institute for Advanced Studies, pp.175-194 (2011)
A Study of Orientation Selectivity of TAM Network Incorporated Receptive Field Structure
Isao Hayashi, James R. Williamson
Proceedings of the 3rd International Symposium on Autonomous Minirobots for Research and Edutainment (AMiRE2005), K.Murase, K.Sekiyama, N.Kubota, T.Naniwa, and J.Sitte eds., Physica-Verlag/A Springer-Verlag Company, pp.187-192 (2005)
An Integration of Fuzzy and Two-valued Logics on Natural Language Semantics
Toshiyuki Maeda, Isao Hayashi, Motohide Umano, Lakhmi C. Jain
Hybrid Information Systems: series in Advances in Soft Computing, A.Abraham and M.Koppen eds., Physica-Verlag/A Springer-Verlag Company, pp.301-311 (2001)
Fuzzy GMDH
Isao Hayashi
Handbook of Fuzzy Theory and Soft Computing, Japan Society for Fuzzy Theory and Systems (ed.), Kyoritsu Shuppan, pp.138-140 (2000)
Fuzzy Theory, Neural Networks and Genetic Algorithms
Isao Hayashi, Shigeyoshi Tsutsui
Artificial Intelligence, Riichiro Mizoguchi, Toru Ishida (eds.), Ohm Sha, pp.68-97 (2000)
Intelligent Biometric Techniques in Fingerprint and Face Recognition
Lakhmi C. Jain, U. Halici, Isao Hayashi, S. B. Lee, Shigeyoshi Tsutsui (eds.), CRC Press (1999)
Supervised and Unsupervised Learning with Fuzzy Similarity for Neural Network-Based Fuzzy Logic Control Systems (translation)
Isao Hayashi (Translator)
Soft Computing, Kiyoji Asai (ed.), Kaibundo, pp.93-136 (1998)
(Supervised and Unsupervised Learning with Fuzzy Similarity for Neural Network-Based Fuzzy Logic Control Systems, C.T.Lin and C.S.George Lee, Fuzzy Sets, Neural Networks and Soft Computing, R.R.Yager and L.A.Zadeh (eds.), Van Nostrand Reinhold)
Neuro and Fuzzy
Isao Hayashi
Handbook of Soft Computing, Masatoshi Sakawa, Motohide Umano, Ario Ohsato (eds.), Asakura Shoten, pp.116 (1996)
Neural Fuzzy
Isao Hayashi
Handbook of Soft Computing, Masatoshi Sakawa, Motohide Umano, Ario Ohsato (eds.), Asakura Shoten, pp.113 (1996)
Fuzzy Neural Networks
Isao Hayashi
Handbook of Soft Computing, Masatoshi Sakawa, Motohide Umano, Ario Ohsato (eds.), Asakura Shoten, pp.112 (1996)
Neural Fuzzy Rules
Isao Hayashi
Fuzzy Neural Networks, Isao Hayashi, Takeshi Furuhashi (eds.), Asakura Shoten, pp.16-33 (1996)
Perspectives and Trends of Fuzzy Neural Networks
Isao Hayashi, Takeshi Furuhashi, Motohide Umano
Fuzzy Neural Networks, Isao Hayashi, Takeshi Furuhashi (eds.), Asakura Shoten, pp.1-15 (1996)
A Proposal of Fuzzy Connective with Learning Function and Query Networks for Fuzzy Retrieval Systems
Eiichi Naito, Isao Hayashi, Jun Ozawa, Noboru Wakami
Fuzziness in Database Management Systems: Studeies in Fuzziness, P.Bosc, J.Kacprzyk eds., Physica-Verlag/A Springer-Verlag Company, pp.345-364 (1995)
Neuro and Fuzzy
Isao Hayashi
A New Evolution of Fuzzy - Soft Computing, Ario Ohsato (ed.), Japan Information Processing Development Corporation, AI and Fuzzy Advancement Center, pp.14-15 (1994)
Fuzzy Database Systems
Isao Hayashi, Noboru Wakami
Fuzzy Science - Application to Human, Society and Nature, Kiyoji Asai (eds.), Kaibundo, pp.145-166 (1994)
Fuzzy Neural Networks
Isao Hayashi
System Handbook of Fuzzy, Neuro and AI, the Society of Instrument and Control Engineers (ed.), Ohm Sha, pp.707-716 (1994)
A Self-Tuning Method of Fuzzy Reasoning by Genetic Algorithm
Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Fuzzy Control Systems, A.Kandel, G.Langholz eds., CRC Press, pp.337-354 (1994)
A Self-Tuning Method of Fuzzy Inference Rules by Descent Method
Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Fuzzy Logic, R.Lowen, M.Roubens eds., Kluwer Academic Publisher, pp.465-475 (1993)
Fuzzy Application Technique
Isao Hayashi
Neuro, Fuzzy and Chaos, K.Aihara ed., Ohm Sha, pp.104-136 (1993)
A Self-Generating Method of Fuzzy Inference Rules and Its Application to Obstacle Avoidance of a Mobile Robot
Shoichi Araki, Noboru Wakami, Hiroyoshi Nomura, Isao Hayashi
Nonlinear Phenomena in Electro-Magnetic Fields, Y.Uchikawa, T.Furuhashi eds., Elsevier Science Publishers B.V., pp.33-36 (1992)
Learning Control of Inverted Pendulum
Isao Hayashi
Fuzzy Applications Handbook, T.Yamakawa ed., Nihon Chosakai, pp.375-396 (1991)
Neural Network Driven Fuzzy Reasoning
Isao Hayashi
Image and Control, S.Kitamura and O.Katai eds., Asakura Shoten, pp.71-90 (1991)
Neural Network Driven Fuzzy Reasoning
Isao Hayashi, Hideyuki Takagi
Examples of Fuzzy Applications, K.Hirota ed., Mimatsu Data Systems, pp.297-316 (1990)
Neural Network Driven Fuzzy Reasoning System
Isao Hayashi
Fuzzy and Neuro Computing, K.Hirota and K.Aihara eds., Triceps, pp.103-120 (1990)
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Conferences[top]
A Proposal of Directional Virtual Data in pdi-BoostingG
Honoka Irie, Isao Hayashi
Proc. of the 39th Fuzzy System Symposium, pp.255-260, Karuizawa, Japan on September 5 (2023)
Harmonized Fitness: Research Results on Health Smart Network with Ensemble of Exercise and Music
Isao Hayashi, Michiyuki Hirokane, Yukio Horiguchi, Masataka Tokumaru, Arash Yazdanbakhsh
Proc. of the 39th Fuzzy System Symposium, pp.248-250, Karuizawa, Japan on September 5 (2023)
Evaluation of Bagging-type Ensemble Method Generating Virtual Data
Honoka Irie, Isao Hayashi
Proc. of the 20th World Congress of the International Fuzzy Systems Association (IFSA2023), pp.281-288, Daegu, Korea on August 22 (2023)
Acquisition of Ball Trajectory and Tactics in Table Tennis from Broadcast Video
Isao Hayashi, Honoka Irie, Feng Yangyun, Kazuto Yoshida, Miran Kondric
Proc. of the 14th EAI International Conference on Bio-Inspired Information and Communications Technologies (BICT2023), No.4-3, Ginowan, Japan on April 12 (2023)
Influence of Number of Virtual Data Generated in pdi-Bagging
Honoka Irie, Tadashi Nakano, Isao Hayashi
Proc. of the 14th EAI International Conference on Bio-Inspired Information and Communications Technologies (BICT2023), No.4-2, Ginowan, Japan on April 12 (2023)
pdi-Bagging: A Proposal of Bagging-type Ensemble Method Generating Virtual Data
Honoka Irie, Isao Hayashi
Proc. of the 15th International Conference on Agents and Artificial Intelligence (ICAART2023), Vol.3, pp.956-963, Lisbon, Portugal on February 24 (2023)
Occlusion Solution and its Evaluation for Ball Trajectory Estimation Acquired from Broadcast Video of Table Tennis
Feng Yangyun, Honoka Irie, Isao Hayashi
Proc. of the 38th Fuzzy System Symposium, pp.733-740, Online, Japan on September 16 (2022)
Harmonized Fitness: Introduction of Research Topics on Health Smart Network with Ensemble of Exercise and Music
Isao Hayashi, Michiyuki Hirokane, Yukio Horiguchi, Masataka Tokumaru, Arash Yazdanbakhsh
Proc. of the 38th Fuzzy System Symposium, pp.634-635, Online, Japan on September 16 (2022)
A Proposal of Ensemble Learning "pdi-BoostingG" and its Evaluation
Honoka Irie, Isao Hayashi
Proc. of the 38th Fuzzy System Symposium, pp.394-401, Online, Japan on September 15 (2022)
In-Patient Fall Prevention: Approaches in Data Science vs Empirical Management
Atsushi Inoue, Eiichiro Ueda, Takeo Hata, Isao Hayashi, Yukio Horiguchi, Hiroharu Kawanaka, Chintaka Premachandra
Proc. of the 9th Global Conference on Nursing and Healthcare, online, England on September 14 (2022)
Tactics Knowledge Representation Based on Ball Trajectory Acquired from Broadcast Video of Table Tennis by Deep Learning
Isao Hayashi, Yangyun Feng, Honoka Irie
Proc. of the 12th Conference on Transdisciplinary Science and Technology, Paper ID: No.C-3-3, Online, Japan on December 19 (2021)
Vehicle Type Discrimination in Large-scale Outdoor Parking Lot Using pdi-Bagging
Honoka Irie, Isao Hayashi, Tatsuya Katada
Proc. of the Intelligent Systems Symposium 2021, pp.207-212, Online, Japan on September 22 (2021)
A Proposal of Ensemble Learning "pdi-Boosting" Inheriting Virtual Data and Fuzzy Rules
Honoka Irie, Isao Hayashi
Proc. of the 37th Fuzzy System Symposium, pp.118-123, Online, Japan on September 13 (2021)
Harmonized Fitness: Health Smart Network with Ensemble of Exercise and Music
Isao Hayashi, Michiyuki Hirokane, Yukio Horiguchi, Masataka Tokumaru, Arash Yazdanbakhsh
Proc. of the 37th Fuzzy System Symposium, pp.42-43, Online, Japan on September 13 (2021)
Trajectory Tracking Method for Table Tennis from Broadcast Video
Isao Hayashi, Yuki Sekiya, Honoka Irie, Masaki Ogino
Proc. of the 36th Fuzzy System Symposium, pp.263-268, Online, Japan on September 8 (2020)
Proposal of Class Determination Method for Generated Virtual Data in pdi-Bagging
Honoka Irie, Isao Hayashi
Proc. of the 34th Annual Conference of the Japanese Society for Articial Intelligence, Paper ID: No.103-GS-8-04, Online Conference on June 9 (2020)
Ensemble Learning to Generate Virtual Data for Pattern Recognition and Its Possibility of Application to Strategy Inference in Table Tennis
Isao Hayashi, Honoka Irie
Proc. of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES2019), Plenary Talk, No.PT-2, Tottori, Japan on December 7 (2019)
Performance Evaluation of pdi-Bagging by Generation of Correct-Error Virtual Data
Honoka Irie, Isao Hayashi
Proc. of the 29th Symposium on Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence, Paper ID: No.A3-3, Toyama, Japan on September 17 (2019)
AI Coach: Learning Table Tennis Strategy Rules from Video
Isao Hayashi, Masaki Ogino, Honoka Irie, Sho Tamaki, Kazuto Yoshida, Miran Kondric
Proc. of the 16th International Table Tennis Federation (ITTF) Sports Science Congress (ITTF-SSC2019), p.76, Budapest, Hungary on April 19 (2019)
Development of Image Processing System to Realize Table Tennis Strategy Board
Isao Hayashi, Masaki Ogino, Honoka Irie, Sho Tamaki, Kazuto Yoshida, Miran Kondric
Proc. of Japan Table Tennis Association Sports Science and Medicine Committee International Meeting 2018 (JTTA-SSMC2018), p.21, Tokyo, Japan on September 15 (2018)
Characterization of Hyperparameter of Learning Type Trapezoidal Fuzzy Inference
Honoka Irie, Isao Hayashi
Proc. of the 34th Fuzzy System Symposium, pp.259-264, Nagoya, Japan on September 3 (2018)
Research for Visualization System and Match-up Analysis of Pass play in American Football
Chihiro Tanaka, Yuhei Yamamoto, Wenyuan Jiang, Kenji Nakamura, Shigenori Tanaka, Isao Hayashi
Proc. of the 34th Fuzzy System Symposium, pp.168-169, Nagoya, Japan on September 3 (2018)
Application of U-Net to Spine Image Extraction in CT Image
Mikoto Kamata, Masayuki Kikuchi, Hayaru Shouno, Isao Hayashi, Kunihiko Fukushima
The Institute of Electronics, Information and Communication Engineers Technical Report, Vol.117,No.508, pp.81-84, Tokyo, Japan on March 13 (2018)
Automatic detection of spine in CT image by U-Net
Mikoto Kamata, Kunihiko Fukushima, Hayaru Shouno, Isao Hayashi, Masayuki Kikuchi
Proc. of the 2018 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP`18), Paper ID: No.7PM1-1-3, Honolulu, U.S.A. on March 7 (2018)
Data Science of "Shinayakana" Action and Decision
Isao Hayashi
Proc. of the 19th SOFT Kyushu Capter Annual Conference, Keynote Speech, p.1(Paper ID: No.1), Kagoshima, Japan on December 2 (2017)
Monitoring of Respiratory Cycles Utilizing Sensors on Sleeping Mat
Douglas E. Dow, Yukio Horiguchi, Yoshiki Hirai, Isao Hayashi
Proc. of the ASME 2017 International Mechanical Engineering Congress and Exposition (IMECE2017), Paper ID: No.72240, Tampa, U.S.A. on November 8 (2017)
Data Science of "Shinayakana" Decision on Advanced Computational Intelligence
Isao Hayashi
Proc. of the 5th International Workshop on Frontier of Science and Technology (FST2017) and the 5th International Workshop on Advanced Computational Intelligence and Intelligent Informatics (IWACIII2017), Keynote Speech, No.KS-9, Beijing, China on November 3 (2017)
Importance of Shoulder in Playing Table Tennis: Skill Visualization Using Fuzzy Rules Acquired by TAM Network
Isao Hayashi, Honoka Irie, Toshiyuki Maeda, Masanori Fujii, Tokio Tasaka
Proc. of Japan Table Tennis Association Sports Science and Medicine Committee International Meeting 2017 (JTTA-SSMC2017), p.24, Tokyo, Japan on September 23 (2017)
Fuzzy Set Training for Sleep Apnea Classification
Douglas E. Dow, Isao Hayashi
Proc. of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS2017), Paper ID: No.203, Otsu, Japan on June 28 (2017)
Visualization of Table Tennis Skill by Neural Networks and Fuzzy Inference
Isao Hayashi, Honoka Irie, Toshiyuki Maeda, Masanori Fujii, Tokio Tasaka
Proc. of the 15th International Table Tennis Federation (ITTF) Sports Science Congress (ITTF-SSC2017), p.54-B, Dusseldorf, Germany on May 28 (2017)
Fuzzy Logic Training for Predicting Age of Rats
Douglas E. Dow, Isao Hayashi
Proc. of the 10th International Conference on Bio-Inspired Information and Communications Technologies (BICT2017), Paper ID: No.2-1, New Jersey, U.S.A. on March 15 (2017)
Visualization and Acquisition of Knowledge of Table Tennis Skill by Visual Neural Networks
Isao Hayashi, Masanori Fujii, Toshiyuki Maeda, Tokio Tasaka
Proc. of the 71st Annual Meeting of the Japanese Society of Physical Fitness and Sports Medicine, p.91, Morioka on September 23 (2016)
An Analysis for Switching of Feedback and Feedforward Mechanism in Motor Internal Model
Isao Hayashi, Sayaka Kita, Masaki Ogino, Jasmin Leveille
Proc. of the 8th International Conference on Soft Computing and Intelligent Systems and the 17th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2016), pp.570-575, Sapporo, Japan on August 27 (2016)
Diagnosis of Axial Force of High-strength Bolts for Vibration Frequency Data Using Pattern Recognition
Yoshiki Tsuji, Michiyuki Hirokane, Isao Hayashi. Hideyuki Konishi
Proc. of the Safety Engineering Symposium 2016, pp.104-107, Tokyo, Japan on July 7 (2016)
Recognition for Switching of Feedback and Feedforward Process in Motor Internal Model
Isao Hayashi, Masaki Ogino, Sayaka Kita, Jasmin Leveille
Proc. of the 9th International Conference on Bio-Inspired Information and Communications Technologies (BICT2015), Paper ID: No.4F-P1, New York, U.S.A. on December 4 (2015)
A Proposal of Permutation Data Structure Method for Sequential Learning Type Classifier in Brain Computer Interface
Isao Hayashi, Hatsumi Miyauchi
Proc. of the 31st Fuzzy System Symposium, pp.717-722, Chofu, Japan on September 4 (2015)
A Representation of Skill Knowledge of Table Tennis by Neural Network
Isao Hayashi, Toshiyuki Maeda, Masanori Fujii, Tokio Tasaka
Proc. of the 14th ITTF Sports Science Congress and the 5th World Racquet Sports Congress (ITTF-SSC2015), Paper ID: No.HCC115-18, Suzhou, China on April 24 (2015)
Extraction of Attributes and Knowledge Rules for Sport Skill by TAM Network
Isao Hayashi, Toshiyuki Maeda, Masanori Fujii, Tokio Tasaka
Proc. of the 7th International Conference on Soft Computing and Intelligent Systems and the 15th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2014), pp.782-787, Kitakyushu, Japan on December 5 (2014)
SVD-based Feature Extraction from Time-series Motion Data and Its Application to Gesture Recognition
Isao Hayashi, Shuoyu Wang, Yinlai Jiang
Proc. of the 8th International Conference on Bio-Inspired Information and Communications Technologies (BICT2014), pp.386-387, Boston, U.S.A. on December 1 (2014)
A Software Suite for Large-scale Video- and Image-Based Analytics
Jasmin Leveille, Isao Hayashi
Proc. of the 8th International Conference on Bio-Inspired Information and Communications Technologies (BICT2014), pp.384-385, Boston, U.S.A. on December 1 (2014)
Improvement of Concentration of Numeracy by Mozart Effect
Isao Hayashi, Masaki Ogino, Masao Horie, Ayami Yatsuzuka, Jasmin Leveille
Proc. of the 8th International Conference on Bio-Inspired Information and Communications Technologies (BICT2014), pp.281-284, Boston, U.S.A. on December 2 (2014)
A Proposal of Adaboost Type TAM Network and Its Application to Sport Skill Analysis
Isao Hayashi, Masanori Fujii, Toshiyuki Maeda, Tokio Tasaka
Proc. of the 8th International Conference on Bio-Inspired Information and Communications Technologies (BICT2014), pp.275-280, Boston, U.S.A. on December 2 (2014)
Acquisition of Swing Skill of Table Tennis Using Neural Network
Isao Hayashi, Masanori Fujii, Toshiyuki Maeda, Tokio Tasaka
Proc. of the 41st Annual Meeting of the Japanese Society for Clinical Biomevhanics (JSCB2014), No.S4-4, Nara on November 22 (2014)
Sport Skill Classification Using Time Series Motion Picture Data
Toshiyuki Maeda, Masanori Fujii, Isao Hayashi, Tokio Tasaka
Proc. of the 40th Annual Conference of the IEEE Industrial Electronics Society (IECON2014), pp.5272-5277, Dallas, U.S.A. on October 30 (2014)
Recognition of Feedforward Change of Motor Internal Model
Isao Hayashi, Sayaka Kita, Masaki Ogino
Proc. of the 30th Fuzzy System Symposium, pp.256-261, Kochi, Japan on September 1 (2014)
Analysis and Extraction of Knowledge from Body Motion Using Singular Value Decomposition
Yinlai Jiang, Isao Hayashi, Shuoyu Wang
Proc. of 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2014), pp.2438-2443, Beijing, China on July 11 (2014)
Description of Activity of Living Neuronal Network by Fuzzy Bio-Indicator
Isao Hayashi, Suguru N. Kudoh
Proc. of 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2014), pp.2424-2429, Beijing, China on July 11 (2014)
Evaluation of Rehabilitation Condition in Walk Training by Acceleration Measurement
Ryosuke Yuzawa, Shuoyu Wang, Yinlai Jiang, Isao Hayashi
Proc. of the 2013 Conference on Technical Division of Systems and Information of the Society of Instrument and Control Engineers (ISIS2013), pp.267-268, Otsu, Japan on November 18 (2013)
PosDI-Boosting: A Boosting Method by Fuzzy Data Interpolation for Brain-Computer Interface
Isao Hayashi, Jasmin Leveille, Masaki Ogino, Shinji Tsuruse
Proc. of the 14th International Symposium on Advanced Intelligent Systems (ISIS2013), Paper ID: No.S1a-2, Daejeon, Korea on November 16 (2013)
Fuzzy Bio-Indicator: Evaluation of Logicality and Connectivity for Living Neuronal Network
Isao Hayashi, Koki Mitsumoto, Suguru N. Kudoh
Proc. of the 8th International Conference on Body Area Networks (BodyNets2013), Paper ID: No.R3-2, Boston, U.S.A. on October 2 (2013)
An Analysis of Mozart's Effect with Filtering of Low Range and High Range
Isao Hayashi, Shrestha Satish, Masao Horie, Ayami Yatsuzuka, Jasmin Leveille
Proc. of the 29th Fuzzy System Symposium, pp.887-890, Osaka, Japan on September 11 (2013)
A Proposal of Analysis with Connectivity and Logicality in Cultured Neuronal Network
Isao Hayashi, Koki Mitsumoto, Suguru N. Kudoh
Proc. of the 29th Fuzzy System Symposium, pp.189-192, Osaka, Japan on September 9 (2013)
An Adaptive Ensemble Model for Brain-Computer Interfaces
Isao Hayashi, Shinji Tsuruse
Proc. of 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2013), Paper ID: No.1386, Hyderabad, India on July 9 (2013)
Singular Value Analysis through Divided Time-Series Data and its Application to Walking Difficulty Evaluation
Yinlai Jiang, Isao Hayashi, Shuoyu Wang
Proc. of 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2013), Paper ID: No.1098, Hyderabad, India on July 9 (2013)
Three-staged Neocognitron: Optimal Thereshold and Thinning-out of Cells
Chihiro Yamamoto, Isao Hayashi, Kunihiko Fukushima
The Institute of Electronics, Information and Communication Engineers Technical Report, Vol.112,No.480, pp.55-60, Tokyo, Japan on March 13 (2013)
A Characterization of Collaborative Learning Type BCI Using Reinforcement Learning
Isao Hayashi
Proc. of Human-Agent Interaction Symposium 2012 (HAI2012), No.2D-26, Kyoto,Japan on December 8 (2012)
Instruction of Emotion Using Brain Activity: Collaborative Learning Type BCI between Human and Reinforcement Learning
Ayumi Tanaka, Masaki Ogino, Isao Hayashi
Proc. of Human-Agent Interaction Symposium 2012 (HAI2012), No.2D-22, Kyoto,Japan on December 8 (2012)
Evaluation and Visualizaton of Evacuees' Walking Difficulty in Disasters
Isao Hayashi, Yinlai Jiang, Shuoyu Wang
Proc. of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS2012), pp.1907-1910, Kobe, Japan on November 24 (2012)
Neurorobot Vitroid - A Living Test Model for Embodiment Brain Research
Suguru N. Kudoh, Hidekatsu Ito, Isao Hayashi
Proc. of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS2012), pp.1472-1475, Kobe, Japan on November 23 (2012)
An Evaluation of pdi-Boosting for Brain-Computer Interfaces
Isao Hayashi, Shinji Tsuruse
Proc. of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS2012), pp.1215-1220, Kobe, Japan on November 23 (2012)
Online Learning of Feature Detectors from Natural Images with Probabilistic WKL Rule
Jasmin Leveille, Isao Hayashi, Kunihiko Fukushima
Proc. of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS2012), pp.177-182, Kobe, Japan on November 21 (2012)
Evaluation of Walking Difficulty Using Singular Value Analysis through Divided Time-Series Data
Yinlai Jiang, Isao Hayashi, Shuoyu Wang
Proc. of the 28th Fuzzy System Symposium, pp.1105-1110, Nagoya, Japan on September 14 (2012)
An Efficiency of Boosting Algorithm by Probabilistic Data Interpolation for Brain-Computer Interface
Isao Hayashi, Shinji Tsuruse
Proc. of the 28th Fuzzy System Symposium, pp.1-6, Nagoya, Japan on September 13 (2012)
Leveraging Indicator-based Ensemble Selection in Evolutionary Multiobjective Optimization Algorithms
Dung H. Phan, Junichi Suzuki, Isao Hayashi
Proc. of Genetic and Evolutionary Computation Conference (GECCO2012), Recombination of 21st International Conference on Genetic Algorithms (ICGA) and 17th Annual Genetic Programming Conference (GP), pp.497-504, Philadelphia, U.S.A. on July 9 (2012)
Embodied Knowledge Extraction from Human Motion Using Singular Value Decomposition
Yinlai Jiang, Isao Hayashi, Shuoyu Wang
Proc. of 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2012) in 2012 IEEE World Congress on Computational Intelligence (WCCI2012), pp.1201-1208, Brisbane, Australia on June 13 (2012)
A Proposal for Applying pdi-Boosting to Brain-Computer Interfaces
Isao Hayashi, Shinji Tsuruse, Junichi Suzuki, Robert Thijs Kozma
Proc. of 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2012) in 2012 IEEE World Congress on Computational Intelligence (WCCI2012), pp.635-640, Brisbane, Australia on June 11 (2012)
Quantitative Evaluation of Walking Disability Using Singular Value Decomposition
Yinlai Jiang, Isao Hayashi, Shuoyu Wang
Proc. of 2012 Asian-Pacific Symposium on Structural Reliability and its Applications (APSSRA2012), pp.380-385, Singapore on May 25 (2012)
Visual Evaluation of Gesture Motion and Walking Difficulty Using Singular Value Decomposition
Isao Hayashi, Yinlai Jiang, Shuoyu Wang
Proc. of the 12th Annual Meeting of Vision Sciences Society (VSS2012), No.56-524, p.308, Naple, U.S.A. on May 15 (2012)
BIBEA: Boosted Indicator Based Evolutionary Algorithm for Multiobjective Optimization
Dung H. Phan, Junichi Suzuki, Isao Hayashi
Proc. of the 15th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES2011), No.6-4, Yokosuka, Japan on December 9 (2011)
Quantitative Assessment of Fall-Limping by Acceleration Analysis Using Singular Value Decomposition
Yinlai Jiang, Isao Hayashi, Shuoyu Wang, Kenji Ishida
Proc. of International Workshop on Advanced Computational Intelligence and Intelligent Informatics (IWACIII2011), No.IWACIII-040, Suzhou, China on November 20 (2011)
Neocognitron Trained by Winner-Kill-Loser with Triple Threshold
Kunihiko Fukushima, Isao Hayashi, Jasmin Leveille
Proc. of 2011 International Conference on Neural Information Processing (ICONIP2011), Vol.2, pp.628-637, Shanghai, China on November 14 (2011)
Analysis of the Types of Corporate Culture Using Fuzzy ID3
Jong-Dai Gi, Seung-Gook Hwang, Bong-Gyeong Park, Jignesh Panchal, Isao Hayashi
Proc. of 12th International Symposium on Advanced Intelligent Systems (ISIS2011), pp.116-119, Suwon, Korea on September 29 (2011)
A Method for Evaluating Gait Disturbance of Evacuees in Disasters Using Singular Value Decomposition
Yinlai Jiang, Isao Hayashi, Shuoyu Wang
Proc. of the 27th Fuzzy System Symposium, pp.625-630, Fukui, Japan on September 13 (2010)
Online Competitive Incremental-decremental Clustering with the Winner-Kill-Loser Rule
Jasmin Leveille, Isao Hayashi, Kunihiko Fukushima, Massimiliano Versace
Proc. of the Annual Meeting of Neuroinformatics (INCF2011), No.P021, p.140, Boston, U.S.A. on September 4 (2011)
Fuzzy Bio-Interface: Indicating Logicality from Living Neuronal Network and Learning Control of Bio-Robot
Isao Hayashi, Megumi Kiyotoki, Ai Kiyohara, Minori Tokuda, Suguru N. Kudoh
Proc. of the International Joint Conference on Neural Networks (IJCNN2011), pp.2417-2423, San Jose, U.S.A. on August 3 (2011)
Toward Time-Sensitive Structure Analysis for SPAM Filtering: A Data Mining Approach
Atsushi Inoue, Isao Hayashi, Toshiyuki Maeda, Yoshinori Arai, Takashi Kobayashi
Proc. of World Conference on Soft Computing (WConSC2011), No.224, San Francisco, U.S.A. on May 26 (2011)
Fuzzy Bio-Interface: Logicality of Living Neuronal Network and Control of Fuzzy Bio-Robot System
Isao Hayashi, Megumi Kiyotoki, Ai Kiyohara, Minori Tokuda, Suguru N. Kudoh
Proc. of World Conference on Soft Computing (WConSC2011), No.161, San Francisco, U.S.A. on May 25 (2011)
In Vitro Logicality for Neuro-Robot Hybrid
Isao Hayashi, Megumi Kiyotoki, Ai Kiyohara, Minori Tokuda, Suguru N. Kudoh
Proc. of the fifteenth International Conference on Cognitive and Neural Systems (ICCNS2011), p.84, Boston, U.S.A. on May 14 (2011)
A Measure of Localization of Brain Activity for the Motion Aperture Problem Using Electroencephalograms
Isao Hayashi, Hisashi Toyoshima, Takahiro Yamanoi
Proc. of the 11th Annual Meeting of Vision Sciences Society (VSS2011), No.53-407, p.242, Naple, U.S.A. on May 10 (2011)
Fuzzy Bio-interface: Can fuzzy set be an interface with brain?
Isao Hayashi, Suguru N. Kudoh
Proc. of the 22nd Midwest Artificial Intelligence and Cognitive Science Conference (MAICS2011), Omron Plenary Lecture, pp.2-6, Cincinnati, U.S.A. on April 16 (2011)
Embodied Knowledge of Gesture Motion Acquired by Singular Spectrum Analysis
Isao Hayashi, Yinlai Jiang, Shuoyu Wang
Proc. of the First International Conference on Vulnerability and Risk Analysis and Management (ICVRAM2010) and the Fifth International Symposium on Uncertainty Modeling and Analysis (ISUMA2010), pp.45-52, Hyattsville, U.S.A. on April 11 (2011)
Pattern Analysis of Core Competency of CEO Using Fuzzy ID3
Bong-Gyeong Park, Seung-Gook Hwang, Jignesh Panchal, Isao Hayashi
Proc. of Asian Network for Quality (ANQ) Congress 2010, Delhi, India October 19-22 (2010)
Knowledge Acquisition from Motion of Evacuation Instruction Using Singular Value Decomposition
Isao Hayashi, Yinlai Jiang, Masanao Hara, Shuoyu Wang
Proc. of the 26th Fuzzy System Symposium, pp.824-829, Hiroshima, Japan on September 14 (2010)
Application of TAM Network to Integrity Assessment of Concrete Slabs
Kenta Tanaka, Takashi Miyaguchi, Michiyuki Hirokane, Isao Hayashi
Proc. of the 26th Fuzzy System Symposium, pp.816-821, Hiroshima, Japan on September 14 (2010)
An Analysis of Usefulness of Collaborative Learning Using Reinforcement Learning in BCI
Isao Hayashi, Kunihiko Fukushima
Proc. of the 26th Fuzzy System Symposium, pp.292-295, Hiroshima, Japan on September 13 (2010)
A Proposal of Boosting Algorithm by Probabilistic Data Interpolation for Brain-Computer Interface
Isao Hayashi, Shinji Tsuruse
Proc. of the 26th Fuzzy System Symposium, pp.288-291, Hiroshima, Japan on September 13 (2010)
A Proposal of Structure Analysis Method for Spam Filtering
Takashi Kobayashi, Ayane Tsujino, Rie Sasaki, Toshiyuki Maeda, Yoshinori Arai, Atsushi Inoue, Isao Hayashi
Human Interface 2010, pp.587-592, Kusatsu Japan on September 9 (2010)
Discrimination of NIRS Signal Data of Calculation Task Using pdi-Boosting Method
Shinji Tsuruse, Isao Hayashi
Human Interface 2010, pp.9-14, Kusatsu Japan on September 8 (2010)
Acquisition of Logicality in Living Neuronal Networks and its Operation to Fuzzy Bio-Robot System
Isao Hayashi, Megumi Kiyotoki, Ai Kiyohara, Minori Tokuda, Suguru N. Kudoh
Proc. of 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2010) in 2010 IEEE World Congress on Computational Intelligence (WCCI2010), pp.543-549, Barcelona, Spain on July 22 (2010)
Three-dimensional Motion Analysis for Gesture Recognition Using Singular Value Decomposition
Yinlai Jiang, Isao Hayashi, Masanao Hara, Shuoyu Wang
Proc. of 2010 IEEE International Conference on Information and Automation (ICIA2010), pp.805-810, Harbin, China from June 20-23 (2010)
Edge Extraction for the Neocognitron
Yuki Makino, Masayuki Kikuchi, Kunihiko Fukushima, Isao Hayashi, Hayaru Shouno
The Institute of Electronics, Information and Communication Engineers Technical Report, Vol.109,No.461, pp.403-406, Tokyo, Japan on March 11 (2010)
Neocognitron Trained by a New Competitive Learning
Kunihiko Fukushima, Isao Hayashi, Hayaru Shouno, Masayuki Kikuchi, Yuki Makino
The Institute of Electronics, Information and Communication Engineers Technical Report, Vol.109,No.461, pp.397-402, Tokyo, Japan on March 11 (2010)
A Proposal of Boosting Algorithm for Brain-Computer Interface Using Probabilistic Data Interpolation
Isao Hayashi, Shinji Tsuruse
The Institute of Electronics, Information and Communication Engineers Technical Report, Vol.109,No.461, pp.303-308, Tokyo, Japan on March 10 (2010)
Estimation of Cracks in Concrete Composite Slabs Using TAM Network
Takashi Miyaguchi, Michiyuki Hirokane, Isao Hayashi
Proc. of the 24th Reliability Symposium, pp.99-102, Osaka, Japan from December 10-11 (2009)
Acquisition of Embodied Knowledge on Sport Skill Using TAM Network
Isao Hayashi, Toshiyuki Maeda, Masanori Fujii, Shuoyu Wang, Tokio Tasaka
Proc. of 2009 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2009), pp.1038-1043, Jeju, Korea from August 20-24 (2009)
Analysis of Action Potentials of Cultured Neuronal Network Using Fuzzy Operator
Isao Hayashi, Megumi Kiyotoki, Ai Kiyohara, Takahisa Taguchi, Suguru N. Kudoh
Proc. of the 25th Fuzzy System Symposium, 1B3-01, Tsukuba, Japan from July 14-16 (2009)
Fundamental Study of Collaborative Learning Consisting of Reinforcement Learning and Brain Signal in BCI
Isao Hayashi, Ryota Miwa, Masanori Sennami
Proc. of the 25th Fuzzy System Symposium, 1B1-02, Tsukuba, Japan from July 14-16 (2009)
Fundamental Study of Path Finding Method Using Reinforcement Learning and Brain Signal in Disasters
Isao Hayashi, Ryota Miwa, Kunihiko Fukushima, Masahiro Hori
Proc. of the Safety Engineering Symposium 2009, pp.172-173, Tokyo, Japan from July 9-10 (2009)
Evaluation of Structure Safety in Concrete Floor Slab Using TAM Network
Takashi Miyaguchi, Michiyuki Hirokane, Isao Hayashi
Proc. of the Safety Engineering Symposium 2009, pp.156-159, Tokyo, Japan from July 9-10 (2009)
Acquisition of Skill Knowledge on Table Tennis Using TAM Network
Isao Hayashi, Masanori Fujii, Tokio Tasaka, Shuoyu Wang, Toshiyuki Maeda
Proc. of the 23th Annual Conference of the Japanese Society for Artificial Intelligence, 1K1-OS8-3,Takamatsu, Japan from June 17-19 (2009)
Analysis of Embodied Knowledge Using Data-Mining Methods from Image Data
Toshiyuki Maeda, Isao Hayashi, Tokio Tasaka, Shuoyu Wang, Masanori Fujii
Proc. of the 23th Annual Conference of the Japanese Society for Artificial Intelligence, 1K1-OS8-2,Takamatsu, Japan from June 17-19 (2009)
A Consideration on Embodied Knowledge of Table Tennis
Masanori Fujii, Toshiyuki Maeda, Tokio Tasaka, Shuoyu Wang, Isao Hayashi
Proc. of the 23th Annual Conference of the Japanese Society for Artificial Intelligence, 1K1-OS8-1,Takamatsu, Japan from June 17-19 (2009)
A Robot Body for Embodiment of Living Neuronal Network
Suguru N. Kudoh, Minori Tokuda, Ai Kiyohara, Chie Hosokawa, Takahisa Taguchi, Isao Hayashi
Proc. of the 9th Conference on Technical Division of System Integration of the Society of Instrument and Control Engineers, pp.1063-1064, Gifu, Japan from December 5-7 (2008)
Acquisition of Embodied Knowledge on Table Tennis Technique Using Motion Analysis Model by TAM Network
Isao Hayashi, Masanori Fujii, Toshiyuki Maeda, Shuoyu Wang, Tokio Tasaka
Proc. of the 2008 Conference on Technical Division of Systems and Information of the Society of Instrument and Control Engineers, pp.427-430, Himeji, Japan from November 26-28 (2008)
A Robust Pattern of Neuronal Response to Outer Phenomena in "Vitroid", the Hybrid Neuro-Robot
Suguru N. Kudoh, Minori Tokuda, Ai Kiyohara, Chie Hosokawa, Takahisa Taguchi, Isao Hayashi
Proc. of the Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2008), pp.269-274, Nagoya, Japan from September 17-21 (2008)
Estimation of Brain Activity for Perception of Aperture Problem
Isao Hayashi, Hisashi Toyoshima, Takahiro Yamanoi
Proc. of the Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2008), pp.148-153, Nagoya, Japan from September 17-21 (2008)
Spatio-Temporal Analysis of Brain Activities on Aperture Problem
Atsushi Moritaka, Takahiro Yamanoi, Hisashi Toyoshima, Isao Hayashi, Hidetoshi Nonaka
Proc. of the Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2008), pp.144-147, Nagoya, Japan from September 17-21 (2008)
Fundamental Study of Table Tennis Skill Evaluation Using Motion Analysis System
Masanori Fujii, Isao Hayashi, Toshiyuki Maeda, Tokio Tasaka
Proc. of the 59th Conference of Japan Society of Physical Education, Health and Sport Sciences, pp.184(08-11-8LBY-5), Tokyo, Japan from September 9-12 (2008)
A Consideration on Sport Skill Evaluation Using Motion Analysis Model by Neural Network
Isao Hayashi, Toshiyuki Maeda, Masanori Fujii, Shuoyu Wang, Tokio Tasaka, Masahide Tasaka
Proc. of the 24th Fuzzy System Symposium, pp.297-302, Osaka, Japan from September 3-5 (2008)
In Vitro Learning in Neurorobot System
Suguru N. Kudoh, Minori Tokuda, Ai Kiyohara, Takahisa Taguchi, Isao Hayashi
Proc. of the 24th Fuzzy System Symposium, pp.204-207, Osaka, Japan from September 3-5 (2008)
Vitroid - A Robot with Link between Living Neuronal Network in Vitro and Robot Body
Suguru N. Kudoh, Minori Tokuda, Ai Kiyohara, Chie Hosokawa, Takahisa Taguchi, Isao Hayashi
Proc. of 2008 IEEE International Conference on Mechatronics and Automation (ICMA2008), pp.WC3-5, Takamatsu, Japan from August 5-8 (2008)
Neuronal Responces to Sensor Inputs in the Miniature Neuro-Robot Hybrid
Suguru N. Kudoh, Minori Tokuda, Ai Kiyohara, Isao Hayashi, Chie Hosokawa, Takahisa Taguchi
Proc. of the 6th International Meeting on Substrate-Integrated Micro Electrode Arrays (MEA2008), pp.33-36, Reutlingen, Germany from July 9-11 (2008)
Interaction between Living Neuronal Network and Outer World by Programmable Multisite Stimulation System
Suguru N. Kudoh, Ai Kiyohara, Chie Hosokawa, Takahisa Taguchi, Isao Hayashi
Proc. of the 2007 IEEE International Symposium on Micro-Nano Mechatronics and Human Science (MHS2007), pp.44-49, Nagoya, Japan from November 11-14 (2007)
Recognition of Perception and the Localization for Aperture Problem in Visual Pathway of Brain
Isao Hayashi, Hisashi Toyoshima, Takahiro Yamanoi
Proc. of 2007 IEEE International Conference on Systems, Man and Cybernetics (SMC2007), pp.1872-1877, Montreal, Canada from October 7-10 (2007)
Fuzzy TAM Network Model with SOM
Jung-Pyo Hong, Seung-Gook Hwang, Sang-Yong Rhee, Young-Man Park, Isao Hayashi
Proc. of 8th International Symposium on advanced Intelligent Systems (ISIS2007), pp.860-864, Sokcho, Korea from September 5-8 (2007)
Learning and Memory in Living Neuronal Networks Connected to Moving Robot
Isao Hayashi, Takahisa Taguchi, Suguru N. Kudoh
Proc. of 8th International Symposium on advanced Intelligent Systems (ISIS2007), Invited Talk, pp.79-81, Sokcho, Korea from September 5-8 (2007)
Biomodeling System: Analysis of Adaptive Learning in Cultured Neuronal Network Using Fuzzy Logic
Isao Hayashi, Minoru Tokuda, Ai Kiyohara, Takahisa Taguchi, Suguru N. Kudoh
Proc. of the 23rd Fuzzy System Symposium, pp.565-570, Nagoya, Japan from August 29-31 (2007)
Recognition of outer world performed by dissociated neurons
Ai Kiyohara, Suguru N. Kudoh, Minori Tokuda, Chie Hosokawa, Takahisa Taguchi, Isao Hayashi
Proc. of the 17th Intelligent System Symposium (FAN2007), pp.123-128, Nagoya, Japan on August 10 (2007)
Biologically Inspired Model: A Hybrid System by Living Neurons, Brain, Perception and Robotics
Isao Hayashi, Takahiro Yamanoi, Suguru N. Kudoh
Proc. of the 17th Intelligent System Symposium (FAN2007), pp.1-6, Nagoya, Japan on August 10 (2007)
Recognition of Cracks on Concrete Structures Using Evolutional Image Processing
Michiyuki Hirokane, Isao Hayashi, Hitoshi Furuta, H.Takiuchi, I.Nakajima
Proc. of the 10th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP10), TM6-4, Tokyo, Japan from July 31-August 3 (2007)
Interpolating Vectors for Robust Pattern Recognition
Kunihiko Fukushima, Isao Hayashi
The Institute of Electronics, Information and Communication Engineers Technical Report, Vol.106, No.589, pp.105-110, Tokyo, Japan from March 14-16 (2007)
The Cognitive Agent by the Bio-robotics Hybrid
Suguru N. Kudoh, Ai Kiyohara, Isao Hayashi, Takahisa Taguchi
The Papers of Technical Meeting on General Industries Division, IEE Japan, No.GID-06-1, pp.1-4, Fukui, Japan on December 19 (2006)
Interaction with Environment of the Semi-Artificial Neural Network Composed by Living Neurons
Suguru N. Kudoh, Ai Kiyohara, Isao Hayashi, Masaaki Suzuki, Munehiro Yamaguchi, Takahisa Taguchi
Proc. of the 21th Annual Symposium on Biological and Physiological Engineering, Vol.1C1-5, pp.131-134, Kagoshima, Japan from November 16-17 (2006)
Operation of Network Dynamics in Cultured Hippocampal Neurons on a Multi-electrode Array
Suguru N. Kudoh, Isao Hayashi, Takahisa Taguchi
Proc. of the 2006 IEEE International Symposium on Micro-Nano Mechatronics and Human Science (MHS2006), pp.200-204, Nagoya, Japan from November 6-8 (2006)
Structure Evaluation of Receptive Field Layer in TAM Network
Isao Hayashi, Toshiyuki Maeda
Proc. of 2006 IEEE International Conference on Systems, Man and Cybernetics (SMC2006), pp.1541-1547, Taipei, Taiwan from October 8-11 (2006)
Biologically Motivated Systems: A Fuzzy System for Living Neuronal Networks and Early Vision of Brain
Isao Hayashi, Takahiro Yamanoi, Suguru N. Kudoh
Proc. of the Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems (SCIS&ISIS2006), Invited Talk, pp.1636, Tokyo, Japan from September 20-24 (2006)
Pattern Analysis on Core Competency Model for Subcontractors of Construction Companies Using Fuzzy TAM Network
Sung-Eun Kim, Seung-Gook Hwang, Yong-Soo Kim, Isao Hayashi
Proc. of the Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems (SCIS&ISIS2006), pp.855-860, Tokyo, Japan from September 20-24 (2006)
A Biomodeling System by Cultured Neuronal Network of Rat Hippocampus Connected to Moving Robot
Isao Hayashi, Takahisa Taguchi, Suguru N. Kudoh
Proc. of the 22th Fuzzy System Symposium, pp.561-562, Sapporo, Japan from September 6-8 (2006)
A Functional Comparison of Receptive Field Structure in TAM Network
Isao Hayashi, Kunihiko Fukushima
Proc. of the 22th Fuzzy System Symposium, pp.547-548, Sapporo, Japan from September 6-8 (2006)
Recognition of Perceptual Grouping and Localization of Brain Activity in Aperture Problems
Isao Hayashi, Hisashi Toyoshima, Takahiro Yamanoi
Proc. of the 22th Fuzzy System Symposium, pp.537-540, Sapporo, Japan from September 6-8 (2006)
Recognition of Cracks in Concrete Structures Using Gabor Function
Hiroyuki Takiuchi, Michiyuki Hirokane, Isao Hayashi
Proc. of the 22th Fuzzy System Symposium, pp.185-188, Sapporo, Japan from September 6-8 (2006)
Biomodeling System by Living Neuronal Network Connected to Moving Robot
Isao Hayashi, Takahisa Taguchi, Suguru N. Kudoh
Proc. of International Symposium on Artificial Brain with Emotion and Learning (ISABEL2006), pp.164-165, Seoul, Korea from August 24-25 (2006)
Interaction and Intelligence in Living Neuronal Networks Connected to Moving Robot
Suguru N. Kudoh, Takahisa Taguchi, Isao Hayashi
Proc. of 2006 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2006) in 2006 IEEE World Congress on Computational Intelligence (WCCI2006), pp.6271-6275 (FUZZ4516), Vancouver, Canada from July 16-21 (2006)
Synaptic Potentiation Re-Organized Functional Connections in a Cultured Neuronal Network Connected to a Moving Robot
Suguru N. Kudoh, Isao Hayashi, Takahisa Taguchi
Proc. of the 5th International Meeting on Substrate-Integrated Micro Electrode Arrays (MEA2006), pp.51-52, Reutlingen, Germany from July 4-7 (2006)
Recognition of Cracks on Concrete Structures Using Gabor Function
Michiyuki Hirokane, Isao Hayashi, Rieko Masamori, Hiroyuki Takiuchi, Mariko Sonoda
The Eighth Soft Computing Symposium for Civil and Structural Engineering, pp.57-64, Takatsuki, Japan on February 24 (2006)
Orientation Selectivity of TAM Network with Extensive Receptive Field
Isao Hayashi, James R. Williamson
Proc. of the International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA2005), pp.1184-1189, Vienna, Austria from November 28-30 (2005)
Orientation Selectivity and Knowledge Restructuring by Computational Model in Early Vision of Brain
Isao Hayashi
Proc. of the 18th Annual Meeting of Biomedical Fuzzy Systems Association (BMFSA2005), pp.43-50, Neyagawa, Japan from October 29-30 (2005)
A Study of Orientation Selectivity of TAM Network Incorporated Receptive Field Structure
Isao Hayashi, James R. Williamson
Proc. of the 3rd International Symposium on Autonomous Minirobots for Research and Edutainment (AMiRE2005), pp.187-192, Awara-Spa, Japan from September 20-22 (2005)
A Proposal of TAM Network with Extensive Receptive Field
Isao Hayashi, James R. Williamson
Proc. of the 21th Fuzzy System Symposium, pp.515-518, Chofu, Japan from September 7-9 (2005)
An Application Fuzzy ID3 to Wireless LAN Access Point Optimal Location Problem
Isao Hayashi
Proc. of the 4th International Conference on Machine Learning and Cybernetics (ICMLC2005), pp.4924-4929, Guangzhou, China from August 18-21 (2005)
Orientation Selectivity by TAM Network Using Gabor Function Type Receptive Field
Isao Hayashi, James R. Williamson
Proc. of the 5th International Conference on Recent Advances in Soft Computing (RASC2004), pp.122-127, Nottingham, United Kingdom from December 16-18 (2004)
A Formulation of Receptive Field Type Input Layer for TAM Network Using Gabor Function
Isao Hayashi, Hiromasa Maeda, James R. Williamson
Proc. of 2004 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2004), FUZZ1335, Budapest, Hungary from July 25-29 (2004)
Receptive Field Type Input Layer of TAM Network Using Gabor Function
Isao Hayashi, Hiromasa Maeda
Proc. of the 20th Fuzzy System Symposium, pp.410-413, Kitakyushu, Japan from June 3-5 (2004)
Structuralization of Early Vision for Perceptual Grouping in Apertures
Isao Hayashi, Gentaro Shinpaku
Proc. of the International Workshop on Fuzzy Systems and Innovational Computing 2004 (FIC2004), pp.254-258, Kitakyushu, Japan from June 2-3 (2004)
Computational Model in Early Vision of Brain: Perceptual Grouping
Isao Hayashi
Proc. of the 16th SICE Symposium on Decentralized Autonomous Systems, pp.131-136, Kyoto, Japan from January 26-27 (2004)
A Formulation of Knowledge Restructuring Type TAM Network
Isao Hayashi, James R. Williamson
Proc. of 2003 IEEE International Conference on Systems, Man and Cybernetics (SMC2003), pp.2839-2844, Washington D.C., U.S.A. from October 5-8 (2003)
A Formulation of Fuzzy TAM Network with Gabor Type Receptive Fields
Isao Hayashi, Hiromasa Maeda
Proc. of the 4th International Symposium on Advanced Intelligent Systems (ISIS2003), pp.620-623, Jeju, Korea from September 25-28 (2003)
On the Relationship between Perceptual Grouping to Motion and Attention in Apertures
Isao Hayashi, Gentaro Shinpaku
Proc. of the 19th Fuzzy System Symposium, pp.739-740, Osaka, Japan from September 8-10 (2003)
Perceptual Grouping to Motion Direction and Speed in Apertures
Isao Hayashi
Proc. of the Seventh International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES2003), Vol.2, pp.115-122, Oxford, United Kingdom from September 3-5 (2003)
Knowledge Restructuring in Fuzzy TAM Network
Isao Hayashi, James R. Williamson
Proc. of the 9th International Conference on Neural Information Processing (ICONIP `02), ICONIP1918, Singapore from November 18-22 (2002)
On the Usefulness of Pruning Mechanism in TAM Network
Isao Hayashi, James R. Williamson
Proc. of the First Forum on Information Technology (FIT2002), Vol.2, pp.317-318, Tokyo, Japan from September 25-28 (2002)
An Integration of Fuzzy and Two-Valued Logics on Spatial Depiction
Toshiyuki Maeda, Isao Hayashi, Motohide Umano, Lakhmi C. Jain
Proc. of Sixth International Conference on Knowledge-Based Intelligent Information Engineering and Allied Technologies (KES2002), pp.105-109, Crema, Italy from September 16-18 (2002)
On the Perceptual Grouping to Motion Direction and Speed in Apertures
Isao Hayashi, Gentaro Shinpaku
Proc. of the 18th Fuzzy System Symposium, pp.513-514, Nagoya, August 28-30 (2002)
A Restructuring Method of Fuzzy Knowledge in Fuzzy TAM Network
Isao Hayashi, James R. Williamson
Proc. of the 18th Fuzzy System Symposium, pp.63-64, Nagoya, August 28-30 (2002)
An Analysis of Aperture Problem Using Fuzzy Rules Acquired from TAM Network
Isao Hayashi, James R. Williamson
Proc. of 2002 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2002) in 2002 World Congress on Computational Intelligence (WCCI2002), pp.914-919, Honolulu, U.S.A. from May 12-17 (2002)
An Integration of Fuzzy and Two-Valued Logics on Natural Language Semantics
Toshiyuki Maeda, Isao Hayashi, Motohide Umano, Lakhmi C. Jain
Proc. of the First International Workshop on Hybrid Information Systems (HIS `01), pp.301-311, Adelaide, Australia from December 11-12 (2001)
An Analysis Method of Aperture Problems by Acquiring its Rules
Isao Hayashi, Toshiyuki Maeda
Proc. of Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence (FAN Symposium `01), pp.435-440, Osaka, Japan from September 24-25 (2001)
A Consideration on Aperture Problems Using TAM Network
Isao Hayashi
Proc. of the 17th Fuzzy System Symposium, pp.81-82, Chiba, Japan from September 5-7 (2001)
Acquisition of Fuzzy Knowledge from Topographic Mixture Networks with Attentional Feedback
Isao Hayashi, James R. Williamson
Proc. of the International Joint Conference on Neural Networks (IJCNN `01), pp.1386-1391, Washington DC, U.S.A. from July 15-19 (2001)
A Study on Pruning Methods for TAM Network
Isao Hayashi, James R. Williamson
Proc. of the Fifth International Conference on Cognitive and Neural Systems, Boson, U.S.A. from May 30-June 2 (2001)
Formal Description of Double Bind based on Feeling Rules
Tatsuya Nomura, Isao Hayashi, Hiroaki Aoki, Toshiyuki Maeda
Proc. of the 31th Annual Meeting of Japanese Association for Mathematical Sociology, pp.16-19, Kyoto, Japan from March 14-15 (2001)
A Model of Double Bind Using Feeling Rules and Cognitive Consistency in Triad Relations
Tatsuya Nomura, Isao Hayashi, Hiroaki Aoki, Toshiyuki Maeda
Proc. of the 48th Annual Meeting of the Japanese Group Dynamics Association, pp.104-105, Tokyo, Japan from September 30-October 1 (2000)
A Re-Interpretation of Double Bind from the Viewpoints of Sociology of Emotions and Group Dynamics
Tatsuya Nomura, Isao Hayashi, Hiroaki Aoki, Toshiyuki Maeda
Proc. of the Tenth Annual International Conference of the Society for Chaos Theory in Psychology and Life Sciences (SCTPLS2000), Philadelphia, U.S.A. from July 20-23 (2000)
A Study on Unimodality of Information Entropy in Learning Type Fuzzy ID3
Isao Hayashi, Toshiyuki Maeda, Tatsuya Nomura, Hiroaki Aoki
Proc. of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences (METMBS2000), pp.283-287, Las Vegas, U.S.A. from June 26-29 (2000)
A Proposal of Fuzzy Spatial Reasoning System with Natural Language Input
Toshiyuki Maeda, Isao Hayashi, Motohide Umano, Lakhmi C. Jain
Proc. of Joint Meeting of the 4th World Multiconference on Systemics, Cybernetics and Informatics (SCI2000) and the 6th International Conference on Information Systems Analysis and Synthesis (ISAS2000), Vol.7, pp.337-341, Orlando, U.S.A. from July 23-26 (2000)
A Study on Pruning Methods for TAM Network
Isao Hayashi, Toshiyuki Maeda
Proc. of the 16th Fuzzy System Symposium, pp.127-130, Akita, Japan from September 6-8 (2000)
A Proposal of Position Definition Algorithm by Fuzzy Operations on Spatial Reasoning
Toshiyuki Maeda, Isao Hayashi
Proc. of the 14th Fuzzy System Symposium, pp.327-330, Gifu, Japan from June 3-5 (1998)
A Proposal of Conceptual Clustering Model Using Fuzzy Sets
Isao Hayashi, Emiko Tsuda, Jun Ozawa
Proc. of the 13th Fuzzy System Symposium, pp.585-588, Toyama, Japan from June 4-6 (1997)
A Proposal of Conceptual Clustering Model Using Fuzzy Sets
Isao Hayashi, Emiko Tsuda, Shinya Yokoi, Takao Ichikawa
Proc. of the 41th Annual Conference of the Institute of Systems, Control and Information Engineers, pp.511-512, Osaka, Japan from May 21-23 (1997)
Generation of Fuzzy Decision Trees by Fuzzy ID3 with Adjusting Mechanism of AND/OR Operators
Isao Hayashi, Toshiyuki Maeda, Andreas Bastian, Lakhmi C. Jain
Proc. of 1998 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE `98), pp.681-685, Anchorage, U.S.A. from May 4-9 (1998)
Acquisition of Fuzzy Knowledge by NN and GA - A Survey of the Fusion and Union Methods Proposed in Japan
Isao Hayashi, Motohide Umano, Toshiyuki Maeda, Andreas Bastian, Lakhmi C. Jain
Proc. of Second International Conference on Knowledge-Based Electronic Systems `98 (KES `98), pp.69-78, Adelaide, Australia from April 21-23 (1998)
A Proposal of Fuzzy ID3 with Ability of Learning for AND/OR Operators
Isao Hayashi, Jun Ozawa
Proc. of 1996 Asian Fuzzy Systems Symposium, pp.24-29, Kenting, Taiwan, from December 11-14 (1996)
Acquisition of Fuzzy Rules Using Fuzzy ID3 with Ability of Learning for AND/OR Operators
Isao Hayashi
Proc. of 1996 Australian New Zealand Conference on Intelligent Information Systems (ANZIIS-96), pp.187-190, Adelaide, Australia from November 18-20 (1996)
Extracting Rules for Comfortableness to Live in Osaka Using Fuzzy ID3
Isao Hayashi, Yoshiaki Yano, Jun Ozawa
Proc. of the 6th Intelligent System Symposium: Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence (FAN Symposium), pp.286-289, Osaka, Japan from October 25-26 (1996)
A Study on High-Speed Algorithm of Fuzzy ID3 with Ability of Learning for AND/OR Connectives
Isao Hayashi, Jun Ozawa
Proc. of the 12th Fuzzy System Symposium, pp.447-450, Tokyo, Japan from June 4-7 (1996)
Fuzzy ID3 with Ability of Learning for AND/OR Connectives Using Background Knowledge
Isao Hayashi, Jun Ozawa
Proc. of the 11th Fuzzy System Symposium, pp.137-140, Naha, Japan from July 12-14 (1995)
Fuzzy ID3 Using Background Knowledge
Isao Hayashi, Yoshitomo Kawamura, Naoshi Okada, Jun Ozawa
Proc. of the 39th Annual Conference of the Institute of Systems, Control and Information Engineers, pp.355-356, Osaka, Japan from May 17-19 (1995)
Fuzzy ID3 with Ability of Learning for AND/OR Operators
Isao Hayashi, Shinji Shibasaki, Jun Ozawa
Proc. of the 39th Annual Conference of the Institute of Systems, Control and Information Engineers, pp.59-60, Osaka, Japan from May 17-19 (1995)
Acquisition of AND/OR Connectives in Query by Fuzzy Retrieval System
Noboru Wakami, Eiichi Naito, Jun Ozawa, Isao Hayashi
Proc. of the FUZZ-IEEE/IFES `95 Workshop on Fuzzy Database Systems and Information Retrieval, pp.49-54, Yokohama, Japan from March 20-21 (1995)
Fuzzy Retrieval System Employing Fuzzy Connectives with Learning Function and Query Networks
Noboru Wakami, Eiichi Naito, Jun Ozawa, Isao Hayashi
Proc. of IEEE International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and the Second International Fuzzy Engineering Symposium, pp.57-64, Yokohama, Japan from March 20-24 (1995)
Extended Forking Genetic Algorithm for Order Representation(O-fGA)
Shigeyoshi Tsutsui, Yoshiji Fujimoto, Isao Hayashi
Proc. of The First IEEE Conference on Evolutionary Computation, IEEE World Congress in Computational Intelligence, pp.170-175, Orlando, U.S.A. from June 27-29 (1994)
Proposal of Inconsistent Data Extracting for the Fuzzy Retrieval System with Learning Function
Jun Ozawa, Isao Hayashi, Eiichi Naito, Noboru Wakami
Proc. of the 37th Annual Conference of the Institute of Systems, Control and Information Engineers, pp.293-294, Osaka, Japan from May 19-21 (1993)
A Construction Method of Fuzzy Rules Using Neural Networks and Genetic Algorithm
Jun Ozawa, Isao Hayashi, Noboru Wakami
Proc. of the 1992 Conference of the Institute of Electrical Engineers of Japan, pp.S56, Kobe, Japan from November 21-22 (1992)
A Learning Method Fusing Fuzzy Reasoning and Genetic Algorithm
Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Proc. of the IMACS/SICE International Symposium on Robotics, Mechatronics and Manufacturing Systems `92 Kobe, pp.155-160, Kobe, Japan from September 16-20 (1992)
A Proposal of Fuzzy Connective with Learning Function and Its Application to Fuzzy Retrieval System
Isao Hayashi, Eiichi Naito, Jun Ozawa, Noboru Wakami
Proc. of Third International Workshop on Neural Networks and Fuzzy Logic `92, pp.51-52, Houston, U.S.A. from June 1-3 (1992)
Extraction of Fuzzy If-Then Rules by Certainty Factors
Hideo Tanaka, Katsunori Yokode, Isao Hayashi
Proc. of the 8th Fuzzy System Symposium, pp.417-420, Hiroshima, Japan from May 26-28 (1992)
A Proposal of Interactive System Using CMAC-Fuzzy System
Jun Ozawa, Isao Hayashi, Noboru Wakami
Proc. of the 8th Fuzzy System Symposium, pp.205-208, Hiroshima, Japan from May 26-28 (1992)
A Proposal of Query-Network Employing Fuzzy Connectives with Learning Function and Its Application to Fuzzy Retrieval System
Eiichi Naito, Isao Hayashi, Noboru Wakami
Proc. of the 36th Annual Conference of the Institute of Systems, Control and Information Engineers, pp.239-240, Kyoto, Japan from May 20-22 (1992)
Extraction of Global Control Strategy by CMAC-Fuzzy System and Advices for Optimum Control
Jun Ozawa, Isao Hayashi, Noboru Wakami
Proc. of the 36th Annual Conference of the Institute of Systems, Control and Information Engineers, pp.467-468, Kyoto, Japan from May 20-22 (1992)
Extraction of Fuzzy If-Then Rules by Certainty Factors and Its Fuzzy Inference
Hideo Tanaka, Katsunori Yokode, Isao Hayashi
Proc. of the 36th Annual Conference of the Institute of Systems, Control and Information Engineers, pp.235-236, Kyoto, Japan from May 20-22 (1992)
A Learning Method of Fuzzy Inference Rules by Descent Method
Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Proc. of IEEE International Conference on Fuzzy Systems 1992, pp.203-210, San Diego, U.S.A. from March 8-12 (1992)
A Self-Tuning Method of Fuzzy Reasoning by Genetic Algorithm
Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Proc. of the 1992 International Fuzzy Systems and Intelligent Control Conference, pp.236-245, Louisville, U.S.A. from March 16-18 (1992)
Formulation of CMAC-Fuzzy System
Jun Ozawa, Isao Hayashi, Noboru Wakami
Proc. of IEEE International Conference on Fuzzy Systems 1992, pp.1179-1186, San Diego, U.S.A. from March 8-12 (1992)
A Proposal of CMAC-Fuzzy System Extracting Global Strategy of Human Operator
Jun Ozawa, Isao Hayashi, Noboru Wakami
Proc. of the 67th Annual Conference of Kansai Chapter of Japan Society of Mechanical Engineers, No.924-3, pp.86-88, Kyoto, Japan from March 21-22 (1992)
A Self-Generating Method of Fuzzy Inference Rules and Its Application to Obstacle Avoidance of a Mobile Robot
Noboru Wakami, Shoichi Araki, Hiroyoshi Nomura, Isao Hayashi
Proc. of 4th International Conference of ISEM Symposium on Nonlinear Phenomena in Electro-Magnetic Fields, pp.81, Nagoya, Japan from January 26-29 (1992)
A Self-Generating Method of Fuzzy Inference Rules
Shoichi Araki, Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Proc. of the International Fuzzy Engineering Symposium `91, pp.1047-1058, Yokohama, Japan from November 13-15 (1991)
A Proposal of Fuzzy Connective with Learning Function and Its Application to Fuzzy Information Retrieval
Isao Hayashi, Eiichi Naito, Noboru Wakami
Proc. of the International Fuzzy Engineering Symposium `91, pp.446-455, Yokohama, Japan from November 13-15 (1991)
A Self-Turning Method of Fuzzy Reasoning based on Delta Rule and Its Application to a Moving Obstacle Avoidance
Shoichi Araki, Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Proc. of the 1991 Joint Conference of Kansai Chapters of the Institutes of Electrical Engineers of Japan, pp.S18, Kyoto, Japan from November 2-3 (1991)
A Learning Method of Fuzzy Reasoning by Delta Rule: A Structure Identification of Antecedent Part by Genetic Algorithm
Hiroyoshi Nomura, Isao Hayashi, Shoichi Araki, Noboru Wakami
Proc. of the First Intelligent System Symposium: Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence (FAN Symposium), pp.25-30, Osaka, Japan from October 25-26 (1991)
A Proposal of Examination Method of Input-Output Data by CMAC-Fuzzy System
Isao Hayashi, Jun Ozawa, Noboru Wakami
Proc. of the First Intelligent System Symposium: Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence (FAN Symposium), pp.9-12, Osaka, Japan from October 25-26 (1991)
Fuzzy Control and Its Applications
Isao Hayashi
Proc. of the 4th International Symposium on IC Design, Manufacture and Applications, pp.54-65, Singapore from September 11-13 (1991)
A Construction of Fuzzy Information Retrieval Using Fuzzy Connective with Learning Function
Eiichi Naito, Isao Hayashi, Noboru Wakami
Proc. of the 1991 Joint Conference of the Institutes of Electrical Engineers and Information Processing Society of Japan, Vol.1, pp.75-78, Tokyo, Japan from September 10-12 (1991)
Multi-Step Fuzzy Reasoning Shell
Isao Hayashi, Eiichi Naito, Hiroyoshi Nomura, Noboru Wakami, Motohide Umano
Proc. of the 4th International Fuzzy Systems Association Congress, Artificial Intelligence, pp.54-57, Brussels, Belgium from July 7-12 (1991)
Identification Method of Possibility Distributions
Hideo Tanaka, Hisao Ishibuchi, Isao Hayashi
Proc. of the 4th International Fuzzy Systems Association Congress, Computer, Management and Systems Science, pp.272-275, Brussels, Belgium from July 7-12 (1991)
A Self-Tuning Method of Fuzzy Control by Descent Method
Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Proc. of the 4th International Fuzzy Systems Association Congress, Engineering, pp.155-158, Brussels, Belgium from July 7-12 (1991)
A Proposal of Examination Method of Input-Output Data Using CMAC-Algorithm for Fuzzy Modeling
Jun Ozawa, Isao Hayashi, Noboru Wakami
Proc. of the 7th Fuzzy System Symposium, pp.435-438, Nagoya, Japan from June 12-14 (1991)
A Self-Generating Method of Fuzzy Inference Rules and Its Application to Aquisition of the Rules for Obstacle Avoidance of a Mobile Robot
Shoichi Araki, Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Proc. of the 7th Fuzzy System Symposium, pp.623-626, Nagoya, Japan from June 12-14 (1991)
A Proposal of Fuzzy Connective with Learning Function and Its Application to Fuzzy Information Retrieval
Isao Hayashi, Eiichi Naito, Noboru Wakami
Proc. of the 35th Annual Conference of the Institute of Systems, Control and Information Engineers, pp.181-182, Kyoto, Japan from May 22-24 (1991)
A Self-Tuning Method of Fuzzy Reasoning by Neural Network Learning and Its Application to Obstacle Avoidance of a Mobile Robot
Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Proc. of the 1991 Conference of the Institute of Electrical Engineers of Japan, pp.S10/27-30, Kanazawa, Japan from April 3-5 (1991)
A Proposal of Fuzzy Connective with Delta Rule and Its Application to Fuzzy Information Retrieval
Eiichi Naito, Isao Hayashi, Noboru Wakami
Proc. of the SICE 13th Intelligent System Symposium, pp.75-79, Tokyo, Japan from March 19-20 (1991)
A Constucting Method of Fuzzy Reasoning Rules Using the Searching Method
Isao Hayashi, Hiroyoshi Nomura, Hiroshi Akahori, Noboru Wakami
Proc. of the 1990 Joint Conference of Kansai Chapters of the Institutes of Electrical Engineers of Japan, pp.S2, Osaka, Japan from October 20-21 (1990)
A Self-Tuning Method of Fuzzy Reasoning by Method of Steepest Descent and Its Application to Moving Obstacle Avoidance
Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Proc. of the 6th Fuzzy System Symposium, pp.423-426, Tokyo, Japan from September 6-8 (1990)
Construction of Fuzzy If-Then Rules based on the Identification Method of Possibility Distribution
Hideo Tanaka, Hisao Ishibuchi, Isao Hayashi
Proc. of the 6th Fuzzy System Symposium, pp.175-178, Tokyo, Japan from September 6-8 (1990)
Multi-Step Fuzzy Reasoning Shell: Visual User-Interface through Window System
Hisayo Yamazaki, Hiroyoshi Nomura, Masafumi Sadahira, Isao Hayashi, Noboru Wakami
Proc. of the 6th Fuzzy System Symposium, pp.445-448, Tokyo, Japan from September 6-8 (1990)
Multi-Step Fuzzy Reasoning Shell: Multi-Step Reasoning and Optimum Search Using Checking Knowledge
Isao Hayashi, Eiichi Naito, Hiroyoshi Nomura, Noboru Wakami, Motohide Umano
Proc. of the 6th Fuzzy System Symposium, pp.441-444, Tokyo, Japan from September 6-8 (1990)
Identification of Possibilistic Distribution and Its Application to Discriminant Analysis
Hideo Tanaka, Hisao Ishibuchi, Isao Hayashi
Proc. of the 34th Annual Conference of the Institute of Systems, Control and Information Engineers, pp.1-2, Kyoto, Japan from May 16-18 (1990)
Learning Control of Inverted Pendulum System by Neural Network Driven Fuzzy Reasoning
Isao Hayashi, Hiroyoshi Nomura, Noboru Wakami
Proc. of the Second Joint Technology Workshop on Neural Networks and Fuzzy Logic, Vol.1, pp.169-182, Houston, U.S.A. from April 10-13 (1990)
Multi-Step Fuzzy Reasoning Shell with Blackboard Model
Isao Hayashi, Hiroyoshi Nomura, Eiichi Naito, Noboru Wakami, Motohide Umano
Proc. of the 40th Annual Conference of the Information Processing Society of Japan, Vol.1, pp.43-44, Tokyo, Japan from March 14-16 (1990)
Artificial_Neural_Network-Driven Fuzzy Control and It's Application to the Learning of Inverted Pendulum System
Isao Hayashi, Hiroyoshi Nomura, Noboru Wakami
Proc. of the 3rd International Fuzzy Systems Association Congress, pp.610-613, Seattle, U.S.A. from August 6-11 (1989)
Neural_Network-Driven Fuzzy Reasoning Model
Isao Hayashi, Hiroyoshi Nomura, Noboru Wakami
Proc. of the 28th SICE Annual Conference, Vol.2, pp.1343-1346, Matsuyama, Japan from July 25-27 (1989)
Learning Control of Inverted Pendulum System Using Artificial_Neural_Network-Driven Fuzzy Reasoning
Isao Hayashi, Hiroyoshi Nomura, Noboru Wakami
Proc. of the 5th Fuzzy System Symposium, pp.183-188, Kobe, Japan from June 2-3 (1989)
Self-Tuning Method of Fuzzy Reasoning by Hopfield Neural Network
Hiroyoshi Nomura, Isao Hayashi, Noboru Wakami
Proc. of the 5th Fuzzy System Symposium, pp.177-182, Kobe, Japan from June 2-3 (1989)
A Proposal of Artificial_Neural_Network-Driven Fuzzy Reasoning Model
Isao Hayashi, Hiroyoshi Nomura, Hideyuki Takagi, Kazunori Nagasaka
Proc. of 1988 SICE Kansai Chapter Symposium, pp.31-36, Osaka, Japan from September 21-22 (1988)
Artificial_Neural_Network-Driven Fuzzy Reasoning Acquiring Inference Process
Isao Hayashi, Hideyuki Takagi
Proc. of the SICE 14th Intelligent System Symposium, pp.59-64, Tokyo, Japan from August 18-20 (1988)
Artificial_Neural_Network-Driven Fuzzy Reasoning
Hideyuki Takagi, Isao Hayashi
Proc. of International Workshop on Fuzzy System Applications, pp.217-218, Iizuka, Japan from August 20-24 (1988)
The Fuzzy GMDH and it's Application to the Prediction of the Water Temperatures in a Reservoir
Isao Hayashi, Hideo Tanaka, Toshio Ohono, Fusetsu Takagi
Proc. of International Workshop on Fuzzy System Applications, pp.189-190, Iizuka, Japan from August 20-24 (1988)
Formulation of Fuzzy Reasoning by Neural Network
Isao Hayashi, Hideyuki Takagi
Proc. of the 4th Fuzzy System Symposium, pp.55-60, Tokyo, Japan from May 30-31 (1988)
Possibility Linear Regression Analysis based on Possibility Measure
Hideo Tanaka, Isao Hayashi, Junzo Watada
Proc. of the 2nd International Fuzzy Systems Association Congres, pp.317-320, Tokyo, Japan from July 20-25 (1987)
Possibilistic Discriminant Analysis
Isao Hayashi, Hideo Tanaka, Junzo Watada
Proc. of the 3rd Fuzzy System Symposium, pp.1-7, Osaka, Japan from June 1-3 (1987)
The Fuzzy GMDH Algorithm by Possibility Models
Isao Hayashi, Hideo Tanaka
Proc. of the 2nd International Fuzzy Systems Association Congress, pp.321-324, Tokyo, Japan from July 20-25 (1987)
Possibility Analysis of Relocation Central Government Offices by Possibilistic Linear Regression Model
Shigeyoshi Tsutsui, Isao Hayashi, Hideo Tanaka
Human Factors in Organization Design and Management-II, edited by O.Brown and H.W.Hendrick, Proc. of the Second Symposium held in Vancouver, pp.57-62, Vancouver, Canada from August 19-21 (1986)
Measurement of Office Work by Possibilistic Linear Regression Models
Hideo Tanaka, Isao Hayashi, Junzo Watada
Human Factors in Organization Design and Management-II, edited by O.Brown and H.W.Hendrick, Proc. of the Second Symposium held in Vancouver, pp.69-74, Vancouver, Canada from August 19-21 (1986)
Analysis and Prediction of Water Temperatures in a Reservoir by the fuzzy GMDH
Isao Hayashi, Hideo Tanaka, Toshio Ohno, Fusetsu Takagi
Proc. of the 2nd Fuzzy System Symposium, Tokyo, Japan from June 16-18 (1986)
Newspapers and Broadcasting[top]
Generative AI, Humans Responsible
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Evolving transcendental skill: Super Robot Arm Concentration
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Automated Driving Technology and Artificial Intelligence
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Artificial Intelligence
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Mozart Effect
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Clever Control, Fusion Between Fuzzy Control and Neuro Control
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Products of Fuzzy Application
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Fuzzy Computing - A New System with Learning Mechanism
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Learning on Fuzzy Reasoning! Development of Fuzzy System!
Nishinihon Newspaper on August 23 (1988)
A Dream Control Equipment, Fusion Between Fuzzy Logic and Neural Network
Nihon Keizai Newspaper on May 31 (1988)