Tomohiro Takagi(高木友博)

tomohiro takagi

Professor, Web Science Laboratory, Department of Computer Science,
Meiji University
明治大学理工学部 情報科学科 Web Science Laboratory教授
Director, Meiji University Soft Computing Institute
明治大学ソフトコンピューティング研究所所長

Tomohiro Takagi is currently working on state-of-the-art web marketing
technology such as recommender system, behavioral targeting, social
marketing and viral marketing with major companies, on the fundamental
researches of computational linguistics, machine learning, text mining
and artificial brain.

He proposed the Takagi-Sugeno model, which is one of the most popular
methodologies for developing fuzzy systems, in his dissertation 1985.
He played a central role in establishing the focus of research when he
was involved in launching and running the Laboratory for International
Fuzzy Engineering Research (LIFE.)

Office Address: Department of Computer Science, Meiji University
1-1-1 Higashimita, Tama-ku,
Kawasaki-shi, Kanagawa-ken 214-8571 Japan
Phone: +81-44-934-7469 (Office)
E-mail: takagics.meiji.ac.jp

RESEARCH ACTIVITIES

  • Web Intelligence, Web Communication
  • Very Accurate Information Retrieval
  • One-to-one Very Accurate Information Recommendation
  • Concept Description Using Fuzzy Sets and Cognitive Linguistics.
  • Computing with Words

AWARDS

  • 1994, Best paper award by Japan Society for Fuzzy Theory and Systems
  • 2003, FUNAI Information Science Promotion Prize
  • 2009, IEEE Computational Intelligence Society Fuzzy Systems Pioneer Award.

PROFESSIONAL ACTIVITIES AND SERVICES

  • 2009- President, Japan Society for Fuzzy Theory and Intelligent Informatics
  • 2009- Vice President, International Fuzzy Systems Association
  • 2006 Honorary Chair, International Symposium on Evolving Fuzzy Systems 2006
  • 2005 General Chair, Soft Computing Workshop, University of California Berkelry
  • 2003-2004 Vice Chair of Program Committee, International Conference on Web Intelligence 2004
  • 2003 General Chair, 2003 BISC FLINT-CIBI International Joint Workshop on Soft Computing for Internet and Bioinformatics
  • 2000-present Associate Editor of IEEE Transactions on Systems, Man, and Cybernetics Part B
  • 2000-present Editorial Board Member, Soft Computing, Springer
  • 2000-2001 Arrangement Chairman for Tenth Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence (FAN) Symposium 2001
  • 1999-2001 Program Chairman for Seventeenth Fuzzy Systems Symposium
  • 1999-2001 Exhibition Chairman for The Fourth Asian Fuzzy Systems Symposium
  • 1999-present Chief Officer for Special Interest Group on Human Interface of Japan Society for Fuzzy Theory and Systems.
  • 1993- Trustee of Japan Society for Fuzzy Theory and Systems
  • 1992- Officer for Special Interest Group on Fuzzy Set Theory of Japan Society for Fuzzy Theory and Systems
  • 1991-1995 Trustee for Biomedical Fuzzy Systems Association

Work Experiences

  1. 2005-2007: Program Officer, Japan Society for the Promotion Science
  2. 2003- present: Director, Meiji University Soft Computing Institute
  3. 1998-present: Professor. Chair of Computer Science Course in graduate school of Science and Technology of Meiji University from 2000 to 2001.
  4. 1991-1993: Deputy Director at the Laboratory for International Fuzzy Engineering Research (LIFE), which was a national project supported by the Ministry of International Trade and Industry.
  5. 1988-1998: Manager, central research laboratory and corporate multimedia promotion division at Matsushita Electric Industrial Co., LTD.
  6. 1984-1988: Director, Development Division, Interfield Systems Inc.
  7. 1983-84: EECS research fellow, Department of Electrical Engineering Computer Science, University of California Berkeley.
  8. 1983: Doctor of engineering degree from the Tokyo Institute of Technology. Proposed the Takagi-Sugeno model, which is one of the most popular methodologies for developing fuzzy systems in the doctoral dissertation.

SELECTED PUBLICATIONS

  1. Ryo Izawa, Naoki Motohashi and Tomohiro Takagi, Recurrent Confabulation Model for Annotated Image Retrieval, International Journal of Intelligent Systems Vol.28-1 pages 37-51, 2013
  2. Tomoki Takada, Mizuki Arai, Tomohiro Takagi, Automatic keyword annotation using newspapaer, The 6th International Conference on Soft Computing and Intelligent Systems (SCIS) 2012
  3. Daisuke Kasama, Ryo Izawa, Tomohiro Takagi,”Retrieving magazine articles on items by using combinations of text and image”, The 6th International Conference on Soft Computing and Intelligent Systems (SCIS) 2012
  4. Kazuaki Shimamura, Shinichiro Ito, Tomohiro Takagi,Hiroshi Yoshida,Tomoya Suzuki, Kaoru Kato, ” Predicting hit movie concepts using news articles”, The 2012 IEEE World Congress on Computational Intelligence 2012
  5. Takatoshi Sakaguchi, Yuya Akaho, Kazuhiro Okada, Torahiko Date, Tomohiro Takagi, Naoki Kamimaeda, Masanori Miyahara and Tomohiro Tsunoda, “Recommendation System with Multi-Dimensional and Parallel-Case Four-Term Analogy”, IEEE International Conference on Systems, Man, and Cybernetics 2011
  6. Tomoki Takada, Yuri Taira, Shinya Akatsuka, Mizuki Arai, and Tomohiro Takagi, “Reader Centric Real-time Electric Magazine Generator”, IEEE International Conference on Systems, Man, and Cybernetics 2011
  7. Tomoki Takada and Tomohiro Takagi, “Predicting Future Events using Time Series Linguistic Data”, World Conference on Soft Computing 2011
  8. Ryo Izawa, Naoki Motohashi, and Tomohiro Takagi, Annotated Image Retrieval Using Combination Confabulation Model”, World Conference on Soft Computing 2011
  9. Yosuke Kaneko, Kazuhiro Okada, Shinichiro Ito, Takuya Nomura, and Tomohiro Takagi, “A Proposal of Analogical Reasoning Based on Structural Mapping and Image Schemas”, International Conference on Soft Computing and Intelligent Systems 2010
  10. Torahiko DATE, Ryo IZAWA, Kazuhiro, OKADA, Tatsuya AMINO, Shinichiro ITO, Yousuke KANEKO and Tomohiro TAKAGI,”DVD Recommendation System Using CFS”, International Conference on Soft Computing and Intelligent Systems 2010
  11. Shinichiro Ito and Tomohiro Takagi, “Economic Trends Prediction Based on Linguistic Reasoning”, The 2010 IEEE World Congress on Computational Intelligence, 2010
  12. Naoki Motohashi, Kousuke Yamauchi and Tomohiro Takagi, “Improvement of Bag of Visual Words using Iconclass”, North American Fuzzy Information Processing Society’s 2010 Conference
  13. Akimitsu Mori, Mayu Sato and Tomohiro Takagi,”Interpretation of Metaphor and the Principle of Conceptual Fuzzy Sets”, North American Fuzzy Information Processing Society’s 2010 Conference
  14. Takatoshi Sakaguchi, Yuya Akaho, Tomohiro Takagi and Takuya Shintani, “Recommendations In Twitter Using Conceptual Fuzzy Sets”, North American Fuzzy Information Processing Society’s 2010 Conference
  15. Takuya Nomura, Kosuke Yamauchi, Tomohiro Takagi, “Context aware query refinement system using CFSs and generation method employing fuzzy clustering” , Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.21, No.2, 2009 (in Japanese)
  16. Kosuke Yamauchi, Takuya Nomura, Keiko Usui, Yusuke Kamoi and Tomohiro Takagi, “Meiji University at ImageCLEF2008 Photo Retrieval Task”, Evaluation of Image Retrieval Methods Integrating Different Media, Springer 2009
  17. Takuya Nomura, and Tomohiro Takagi, “Predicting burst in threads of bulletin board systems based on “Connoisseurs””, Proc. of North American Fuzzy Information Processing Society Annual Conference (NAFIPS‘09), 2009
  18. Kosuke Yamauchi, Takuya Nomura, Keiko Usui, Yusuke Kamoi, Miki Eto and Tomohiro Takagi, “Meiji University at ImageCLEF2008 Photo Retrieval Task: Evaluation of Image Retrieval Methods Integrating Different Media”, Proc. of Cross Language Evaluation Forum (CLEF’08), 2008
  19. Kosuke Yamauchi, Takuya Nomura, Keiko Usui, Yusuke Kamoi and Tomohiro Takagi, “Annotations in images and their retrieval based on these”, Proc. Soft Computing and Intelligent Systems and International Symposium on advanced Intelligent Systems (SCIS&ISIS’08), 2008
  20. Takuya Nomura1, Kosuke Yamauchi1, Keiko Usui1, Tomohiro Takagi, “Query Expansion Using Conceptual Fuzzy Sets with Fuzzy Clustering”, Proc. Soft Computing and Intelligent Systems and International Symposium on advanced Intelligent Systems (SCIS&ISIS’08), 2008
  21. Yusuke Kamoi, Yosuke Furukawa, Tatsuya Sato, Yuya Kiwada, and Tomohiro Takagi, “Automatic Image Annotation based on Visual Cognitive Theory” Proc. of North American Fuzzy Information Processing Society Annual Conference (NAFIPS‘07), 2007
  22. Yan-Chen Chen, Hiroshi Sekiya, and Tomohiro Takagi, “Conceptualized Queries for Information Retrieval,” Proc. of North American Fuzzy Information Processing Society Annual Conference (NAFIPS‘07), 2007
  23. Yoichi Shimoyama and Tomohiro Takagi, “Information Retrieval Support by Keywords Extracted Using RSV”, Proc. Soft Computing and Intelligent Systems and International Symposium on advanced Intelligent Systems (ISIS’07) 2007.
  24. Hiroshi Sekiya, Takeshi Kondo, Makoto Hashimoto, and Tomohiro Takagi, “Context Representation Using Word Sequences Extracted from a News Corpus,” International Journal of Approximate Reasoning (2007)
  25. Hiroshi Sekiya, Takeshi Kondo, Makoto Hashimoto, and Tomohiro Takagi, “Dynamic Sense Representation Using Conceptual Fuzzy Sets,” Journal of Advanced Computational Intelligence and Intelligent Informatics , Vol. 10, No. 6, 859 – 867 (2007)
  26. Yosuke Furukawa, Yusuke Kamoi, Tatsuya Sato, and Tomohiro Takagi, “Context Dependent Automatic Textile Image Annotation Using Networked Knowledge,” Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.11, No.6 (2007)
  27. Y.Furukawa, Y.Kamoi, M.Niwa, T.Sato, T.Takagi, “Context dependent Textile Image Auto Annotation”, Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems, CD-ROM (2006)
  28. Hiroshi Sekiya, Takeshi Kondo, Makoto Hashimoto, and Tomohiro Takagi, “Conceptual Fuzzy Set Generation Depending on Context,” Proc. of North American Fuzzy Information Processing Society Annual Conference (NAFIPS‘06), 2006.
  29. H. Sekiya, T. Kondo, M. Hashimoto, and T. Takagi, “Context Representation Using Word Sequences Extracted from a News Corpus,” Proc. of North American Fuzzy Information Processing Society Annual Conference (NAFIPS‘05), 2005.
  30. Barbara Diaz, Tomohiro Takagi, and Sema E. Alptekin, “PNL Applied to Economics,” FUZZ-IEEE2005, CR-ROM (2005)
  31. Kosuke Karoji, Tomoe Tomiyama, Kenji Imai, Tomohiro Takagi: Text Retrieval Conference 2004 Web Track, 2004
  32. Yuichi Kakuta, Kazuya Kudo, Tomohiro Takagi:Text Retrieval Conference 2004 Novelty Track, 2004
  33. Takeshi Kondo, Makoto Hashimoto, Hiroshi Sekiya, Tomohiro Takagi:Text Retrieval Conference 2004 Genomics Track, 2004
  34. M.Tajima, T.Kawabata, T.Tomiyama, T.Takagi, “Query Expansion using Conceptual Fuzzy Sets for Search Engines”, Journal of Advanced Computational Intelligence, Vol.7 No.1 (2003)
  35. Tomoe Tomiyama, Ryosuke Ohgaya, Akiyoshi Shinmura, Takayuki Kawabata, Tomohiro Takagi, and M. Nikravesh: Concept-Based Web Communities for Google™ Search Engine, IEEE International Conference on Fuzzy Systems FUZZ-IEEE 2003, CR-ROM (2003)
  36. Kouichi HANAMURA, Kenta KAWABATA, Tomohiro TAKAGI: Intention-Aware Information-Delivery System For Mobile Devices, IEEE International Conference on Fuzzy Systems FUZZ-IEEE 2003, CR-ROM (2003)
  37. R. Ohgaya, K. Fukano, K. Taniguchi, T. Takagi, A. Aizawa and M Nikravesh, “Conceptual Fuzzy Sets-Based Menu Navigation System for Yahoo!”, the North American Fuzzy Information Processing Society – The Special Interest Group on Fuzzy Logic and the Internet NAFIPS-FLINT 2002 , 274-279 (2002)
  38. A. Shinmura, K. Taniguchi, K. Kawahara, T. Takagi, A. Aizawa and M. Nikravesh, “Exposure of Illegal Website using Conceptual Fuzzy Sets based Information Filtering System”, the North American Fuzzy Information Processing Society – The Special Interest Group on Fuzzy Logic and the Internet NAFIPS-FLINT 2002 , 327-332 (2002)
  39. K. Kawase and T. Takagi, “A Trial to Represent Dynamic Concepts”, the North American Fuzzy Information Processing Society, The Special Interest Group on Fuzzy Logic and the Internet NAFIPS-FLINT 2002, 511-514 (2002)
  40. T.Takagi and M.Tajima, “Proposal of a Search Engine based on Conceptual Matching of Text Notes”, IEEE International Conference on Fuzzy Systems FUZZ-IEEE’2001, S406- (2001)
  41. T.Nishi and T.Takagi, “A Proposal of Collision Avoidance Algorithm for Driving Support System”,IEEE International Conference on Industrial Electronics, Control and Instrumentation, (CD-ROM)(2001)
  42. T.Takagi, T.Nishi, T.Yamaguchi, H.Nitta, S.Tano, F.Wada and M.Kamata, “Human Centered Barrier Free Driving Support System”, Transaction The Institute of Electrical Engineering of Japan, C, Vol.121-C, No.7, 1227-1236 (2001) (in Japanese)
  43. S.Kusaya, T.Takagi and M.Mukaidono, “A Proposal of Mouse Pointer Concerning User’s Intention”, Transaction The Institute of Electrical Engineering of Japan, C, Vol.121-C, No.7, 1246-1251 (2001)(in Japanese)
  44. T. Takagi, K.Kawase, K.Otsuka and T.Yamaguchi, “A Trial for Data Retrieval Using Conceptual Fuzzy Sets”, IEEE Transaction on Fuzzy Systems, Vol.9, No.4, 497-505 (2001)
  45. T.Takagi, K.Kawase and K.Otsuka, “Image Retrieval using Conceptual Fuzzy Sets”, Journal of Advanced Computational Intelligence, Vol.4 No.6 450-456 (2001)
  46. T.Takagi “Fusion of Symbolic and Quantitative Processing by Conceptual Fuzzy Sets”, edited volume on Deep Fusion of Computational and Symbolic Processing 201-219 (2001)
  47. T.Takagi, T.Nishi and D.Yasuda “Computer Assisted Driving Support based on Intention Reasoning”, IEEE International Conference on Industrial Electronics, Control and Instrumentation CD-ROM (2000)
  48. K.Kawase, K.Otsuka, T.Takagi and H.Kobayashi, “Image Retrieval Concerning Conceptual Analogy”, Fourth Asian Fuzzy Systems Symposium Vol.1 pp.472-475 (2000)
  49. T.Takagi, K.Kawase, K.Otsuka and T.Yamaguchi, “Data Retrieval Using Conceptual Fuzzy Sets”, IEEE International Conference on Fuzzy Systems FUZZ-IEEE’2000 Vol.1 pp.94-99 (2000)
  50. T.Yamaguchi, H.Nitta, K.Hirayama, H.Hashimoto and T.Takagi, “Human Centered ITS”, the 5th International Symposium on Artificial Life and Robotics AROB 5th ’00, Vol.1 80-83 (2000)
  51. T.Takagi, M. Mukaidono and T.Yamaguchi, “Agent Systems Driven by Intentional Reasoning”, the 5th International Symposium on Artificial Life and Robotics AROB 5th ’00, Vol.1 96-99 (2000)
  52. T.Takagi, S.Kasuya, M.Mukaidono and T.Yamaguchi, “Conceptual Fuzzy Matching and the Realization of Search Agents”, Journal of Advanced Computational Intelligence Vol.3 No.4 255-263 (1999)
  53. S.Kasuya, T.Takagi and M.Mukaidono, ”Dynamic Control of the Pointer according with User’s Intention”, IEEE International Conference on Systems, Man, and Cybernetics SMC’99, IV, 53-56 (1999)
  54. T.Takagi, S.Kasuya, M.Mukaidono and T. Yamaguchi, “Conceptual Matching and its Applications to Selection of TV Programs and BGMs”, IEEE International Conference on Systems, Man, and Cybernetics SMC’99, III, 269-273 (1999)
  55. H.Ushida, T.Yamaguchi and T.Takagi, “Fuzzy-Associative-Memory-Based Knowledge Construction with an Application to a Human-Machine Interface”, IEEE Transaction on Industrial Electronics, 46. 4, 851-960 (1999)
  56. T.Takagi, S.Kasuya, M.Mukaidono, T.Yamaguchi and T.Kokubo, ”Realization of Sound–scape Agent by the Fusion of Conceptual Fuzzy Sets and Ontology”, 8th International Conference on Fuzzy Systems FUZZ-IEEE’99, II, 801-806 (1999)
  57. T.Yamaguchi, M.Sato, T.Takagi and H.Hashimoto, ”Cooperative Works for Welfare Agent Robot and Human using Chaotic Evolutionary Computation”, 2nd Asia Pacific Conference on Simulated Evolution and Learning (1998)
  58. M.Sato, T.Yamaguchi, T.Takagi and H.Hashimoto,” Cooperative Works for Welfare Agent Robot and Human,” 7th International Workshop on Robot and Human Communication, 1, 238-243 (1998)
  59. T.Yamaguchi, T.Takagi and M.Sato, ”Multi-Modal Information Integration for Interactive Multi-agent Systems”, Journal of Intelligent and Robotic Systems”, 23, 183-199 (1998)
  60. S. Kasuya, T.Takagi and M.Mukaidono, ”Adaptive Learning plan based on fuzzy reasoning”, 2nd International Conference on Engineering Design and Automation (1998)
  61. T.Takagi, T.Yamaguchi and M.Sato, ”Multi-Modal Information Integration by Conceptual Fuzzy Set for Interactive Systems”, IEEE World Congress on Computational Intelligence (1998)
  62. T.Takagi, A.Imura, H.Ushida and T. Yamaguchi, “Multi-layered Reasoning by Means of Conceptual Fuzzy Sets,” Int. J. of Intelligent Systems (1996)
  63. T.Takagi, A.Imura, H.Ushida and T. Yamaguchi, “Conceptual Fuzzy Sets as a Meaning Representation and their Inductive Construction”, Int. J. of Intelligent Systems (1995)
  64. H.Ushida, A.Imura, T.Yamaguchi and T.Takagi, “Conceptual-Level Learning –Based Refinement of a Human-Motion Model”, Transaction The Institute of Electrical Engineering of Japan, C, Vol.115, No.12, pp.286-295 (1995) (in Japanese)
  65. H. Ushida, T. Yamaguchi, K. Goto and T. Takagi, “Fuzzy-Neuro Control using Associative Memories and its Applications”, Control Eng. Practice, Vol.2, No.1, pp.129-145 (1994)
  66. H.Ushida, T.Yamaguchi and T. Takagi, “Human-Motion Recognition by Means of Fuzzy Associative Memory System”, The Transaction of the Institute of Electronics, Information and Communication Engineers D-Ii, Vol.J77-D-II,No.8, pp.1571-1581, pp.1571-1581 (1994) (in Japanese)
  67. A.Imura, T.Takagi, H. Ushida and T.Yamaguchi, “An Intelligent Help System Using Conceptual Fuzzy Sets” Transaction The Institute of Electrical Engineering of Japan, C Vol.114, No.12, pp.1312-1319 (1994) (in Japanese)
  68. T.Sato, H.Ushida, T.Yamaguchi, A.Imura and T.Takagi, “Chaotic Memory Search in Fuzzy Associative Memory System”, Journal of Japan Society for Fuzzy Theory and System, Vol.6, No.4, pp765-774 (1994) (in Japanese)
  69. S.Sato, H.Ushida, T.Yamaguchi, A.Imura and T. Takagi,” Chaotic Memory Search in Fuzzy Associative Inference”, 3rd International Conf. on Fuzzy Logic, Neural Nets and Soft Computing IIZUKA’94, pp203-206 (1994)
  70. A. Imura, H. Ushida, T. Yamaguchi and T. Takagi, “Features of Fuzzy Associative Inference”, European Cong. on Fuzzy and Intelligent Techniques EUFIT’94, Vol.3, pp.1201-1205 (1994)
  71. A. Imura, H. Ushida, T. Yamaguchi and T. Takagi, “An Associative Memory System based on Exceptional Processing”, 3rd International Conf. on Fuzzy Logic, Neural Nets and Soft Computing IIZUKA’94, pp. 183-186 (1994)
  72. H. Ushida, A. Imura, T. Yamaguchi and T. Takagi, “Conceptual-level-learning-based Refinement of a Human-motion Model”, IEEE/Nagoya University World Wisemen/women Workshop WWW’94 , pp. 1-8, (1994).
  73. H.Ushida, A.Imura, T.Yamaguchi and T.Takagi, “Human-Motion Recognition using Fuzzy Associative Memory System”, World Congress on Neural Networks WCNN’94, vol. 1, pp. 799-804, (1994).
  74. H.Ushida, A.Imura, T.Yamaguchi and T.Takagi, “Human-Motion Recognition by means of Fuzzy Associative Inference”, Third IEEE International Conference on Fuzzy Systems FUZZ-IEEE’94, vol. II, pp. 813-818 (1994).
  75. T.Yamaguchi, K.Goto and T.Takagi, “Two-Degree-of-Freedom Fuzzy Model using Associative Memories and its Applications”, Information Sciences 71, pp. 65-97(1993)
  76. Y.Maeda, M.Tanabe and T.Takagi, “Behavior – Decision Fuzzy Algorithm for Autonomous Mobile Robots”, Information Sciences 71, pp.145-168 (1993)
  77. A.Imura and T.Takagi, “Distributed Fuzzy Knowledge Processing using Associative Memories”, IEEE Workshop on Neuro-Fuzzy Control, pp.176-180 (1993)
  78. A.Imura, T.Takagi, H.Ushida and T.Yamaguchi, “Improvement of Associative Memory by means of Inductive Learning”, International Joint Conference on Neural Networks IJCNN’93, Vol.3, pp.2607-2610, (1993)
  79. A.Imura, T.Takagi, H.Ushida and T.Yamaguchi, “Resolution of Associative Memory’s Perplexity using Additional Information and Exceptional Knowledge”, International Joint Conference on Neural Networks IJCNN’93, Vol.3, pp.2117-2120 (1993)
  80. A.Imura, T.Takagi, T.Yamaguchi, “Intention Recognition using Conceptual Fuzzy Sets”, IEEE International Conference on Fuzzy Systems FUZZ-IEEE’93, Vol.2, pp.762-767 (1993)
  81. H. Ushida, T.Takagi and T.Yamaguchi, “Linguistic Instruction Learning Based on Associative Memories and Its Application to a Facial Model”, International Joint Conference on Neural Networks IJCNN’93, vol. I, pp. 750-753 (1993).
  82. H. Ushida, T.Takagi and T.Yamaguchi, “Conceptual Fuzzy Sets Application to Facial Expression Recognition using Associative Memory System”, International Conference on Artificial Neural Networks ICANN’93, pp. 990-993 (1993).
  83. H. Ushida, T.Takagi and T.Yamaguchi, “Recognition of Facial Expressions using Conceptual Fuzzy Sets”, IEEE International Conference on Fuzzy Systems FUZZ-IEEE’93, vol. I, pp. 594-599 (1993).
  84. T. Yamaguchi, H. Ushida and T. Takagi, “Neuro-Fuzzy Control using Associative Memories and its Application to Helicopter Flights”, IEEE International Workshop on Neuro-Fuzzy Control, pp. 168-175, (1993).
  85. H.Ushida, T.Takagi and T.Yamaguchi, “Facial Expressions Model Construction Based on Associative Memories and Linguistic Instructions Learning”,T.IEE Japan Vol.113-C. No.12 pp.1062-1071 (1994) (in Japanese)
  86. T.Yamaguchi, T.Takagi and T.Mita, “Self – organizing Control using Fuzzy Neural Networks”,  Int. J. Control, Vol.56, No.2, pp.415-439 (1992)
  87. S.Yamamoto, T.Yamaguchi and T.Takagi, “Fuzzy Associative Inference System and its Features”, IEEE Int. Conf. on System Engineering, pp. 155-158 (1992)
  88. T.Takagi, A.Imura, H.Ushida and T.Yamaguchi, “Inductive learning of Conceptual Fuzzy Sets,” International Conference on Fuzzy Logic and Neural Networks IIZUKA’92, Vol.1, pp.375-380 (1992)
  89. Y.Maeda, M.Tanabe, M.Yuta and T.Takagi, “Intelligent Behavior-Decision Method based on Fuzzy Algorithm for Autonomous Mobile Robots”, Ro.Man. Sy’92 (1992)
  90. Y. Maeda, M.Tanabe, M. Yuta and T.Takagi, “Hierarchical Control for Autonomous Mobile Robots with Behavior-Decision Fuzzy Algorithms”, IEEE International Conference on Robotics and Automation, pp.117-122 (1992)
  91. Y. Maeda, J. Murakami and T.Takagi, “FRASH – A Fuzzy Real-time Auto-tuning Shell with Expressive Function of Fuzzy Algorithms”, SICICI’92, pp.1363-1368 (1992)
  92. K. Goto, T. Yamaguchi and T. Takagi, “Dynamic Model for a Plant using Associative Memory System”, Int. Conf. on Artificial Neural Networks ICANN’92, pp. 1517-1520 (1992)
  93. T.Yamaguchi, K.Goto and T.Takagi, “Two-degree-of-freedom Fuzzy Model using Associative Memories”, Int. Conf. on Fuzzy Logic and Neural Networks IIZUKA’92, pp. 77-83 (1992)
  94. T.Yamaguchi, K.Goto, T.Takagi, K.Doya and T.Mita, “Intelligent Control of a Flying Vehicle using Fuzzy Associative Memory System”, IEEE Int. Conf. on Fuzzy Systems, pp. 1139-1149 (1992)
  95. T.Yamaguchi, T.Takagi and M.Tanabe, ”An Intelligent Sensor Architecture with Fuzzy Associative Memory System”, The Transaction of the Institute of Electronics, Information and Communication Engineers C-II, Vol.J74-C-Ii No.5, pp289-299 (1991) (in Japanese)
  96. H. Koyama, Y. Maeda, S.Fukami and T.Takagi, ”Study of Obstacle Avoidance Problem for Mobile Robot Using Fuzzy Production System” Journal of the Robotics Society of JapanVol.9, No1,pp.75-78 (1991) (in Japanese)
  97. T.Takagi, T.Yamaguchi and M.Sugeno, “Conceptual Fuzzy Sets,” International Fuzzy Engineering Symposium IFES’91, PART II, pp. 261-272 (1991)
  98. T.Yokogawa, T.Sakurai, A.Nukuzuma, T.Takagi and S.Kobayashi, “Language Instruction Understanding by Representing Situations at Abstract Layers using Case-Based Reasoning”, International Fuzzy Engineering Symposium IFES’91, pp. 346-357 (1991)
  99. W. Pedrycz, K. Hirota and T.Takagi, “Fuzzy Associative Memories: Concepts, Architecture and Algorithms”, International Fuzzy Engineering Symposium IFES’91, pp. 163-174 (1991)
  100. Y. Maeda, M.Tanabe, M. Yuta and T.Takagi, “Control Purpose Oriented Behavior-Decision Fuzzy Algorithm with Tuning Function of Fuzzy Branch”, International Fuzzy Engineering Symposium IFES’91, pp.694-705 (1991)
  101. M.Tanabe, Y. Maeda, M. Yuta and T.Takagi, “Path planning Method for Mobile Robot Using Fuzzy Inference Under Vague Information of Environment”, International Fuzzy Engineering Symposium IFES’91, pp.758-769 (1991)
  102. K. Goto, T. Yamaguchi and T. Takagi, “Fuzzy Associative Memory Application to Plant Cognitive Model”, International Fuzzy Systems Association World Cong.’91, pp. 37-40(1991)
  103. T. Yamaguchi, M.Tanabe and T. Takagi, “Fuzzy Associative Memory Applications to Control”, Int. Conf. on Artificial Neural Networks ICANN’91, pp. 1249-1252 (1991)
  104. M. Yoneda, S. Fukami, T. Takagi, “Scenario Evaluation Based on Fuzzy Integral for Decision Support System”, Decision Support System (1990)
  105. T. Miyoshi H. Koyama, S.Fukami, T.Takagi and M.Umano, “Overview of LIFE Fuzzy Expert System Shell”, Int. Symposium on Uncertainty Modeling and Analysis, pp. 196-201(1990)
  106. T. Miyoshi H. Koyama, S.Fukami, T.Takagi and M.Umano, “LIFE Fuzzy Expert System Shell”, Sino-Japan Joint Meeting on Fuzzy Sets and Systems (1990)
  107. M. Yoneda, S. Fukami and T. Takagi, “Scenario Evaluation on Fuzzy Integral for Decision Support System”, North American Fuzzy Information Society NAFIPS’90, pp.402-405 (1990)
  108. T. Takagi and M. Sugeno, “Fuzzy Identification of Systems and Its Applications to Modeling and  Control”, IEEE Trans. Syst. Man. & Cybern., SMC-15, 1, pp.116-132 (1985)
  109. M. Sugeno and T. Takagi, “Multi-Dimensional Fuzzy Reasoning”, Fuzzy Sets and Systems, 9-2,  pp. 313-325 (1983)
  110. T. Takagi, Y. Tsukamoto, M. Sugeno, “Fuzzyfication of L alef-1 and its application to control”, Int. Con. on Cybernetics and Society, 2, 1217/1221 (1978)



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