PUBLICATIONS

Hideyuki Takagi
Kyushu University, Faculty of Design
4-9-1, Shiobaru, Minami-ku, Fukuoka, 815-8540 Japan

September 5, 2017

 

Publication list (PDF file) (though update version may not match ...)

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BOOK, BOOK CHAPTER

 
  1. Isao Hayashi and Hideyuki Takagi, "Neural networks-driven fuzzy reasoning," ed. by K. Hirota, Practical fuzzy application technologies, Mimatsu Data System (1990) (in Japanese).
  2. Hideyuki Takagi and Isao Hayashi, "NN-driven Fuzzy Reasoning," International Journal of Approximate Reasoning (Special Issue of IIZUKA'88), Vol.5, No.3, pp.191-213 (1991) in Fuzzy Models for Pattern Recognition, ed. by J. C. Bezdek and S. K. Pal, IEEE Press (1992).
  3. Hideyuki Takagi, "Fusion technology of neural networks and fuzzy logic: applications to consumer products," ed. by S. Amari, New trend of neural networks, Science-sya, pp.207-220 (Oct., 1993) (in Japanese).
  4. Hideyuki Takagi, "Application of neural networks and fuzzy logic to consumer products," in Fuzzy Logic Technology and Applications, edited by Robert J. Marks II, IEEE Technical Activities Board (1994).
  5. Hideyuki Takagi, "Survey of Fuzzy Logic Applications in Image Processing Equipment," ed. by J. Yen, R. Langari, and L. Zadeh, Industrial Applications of Fuzzy Control and Intelligent Systems, Ch.4, pp.69-92, IEEE Press, Piscataway, NJ, USA (1995).
  6. Hideyuki Takagi, "Applications of Neural Networks and Fuzzy Logic to Consumer Products," ed. by J. Yen, R. Langari, and L. Zadeh, Industrial Applications of Fuzzy Control and Intelligent Systems, Ch.5, pp.93-106, IEEE Press, Piscataway, NJ, USA (1995).
  7. Hideyuki Takagi, "Overview: Fusion technology of Fuzzy systems and Neural Networks," ed. by T. Yamakawa, in Fuzzy-Neural system, Nikkan Kougyou Sinbunsya, pp.37-64 (1995) (in Japanese).
  8. Michael A. Lee and Hideyuki Takagi, "A framework for studying the effects of dynamic crossover, mutation, and population sizing in genetic algorithms," Advances in Fuzzy Logic, Neural Networks and Genetic Algorithms Selected Papers from IEEE/Nagoya-University World Wisepersons Workshop. edited by T. Furuhashi, Berlin, Germany: Springer-Verlag, pp.111-126 (1995).
  9. translated by Hideyuki Takagi: D. Nauck and R. Kruse, "Neuro-Fuzzy Systems Research and Applications outside of Japan," Ch.8 in Fuzzy - Neural Networks, Asakura Publisher (April, 1996) (in Japanese).
  10. Michael A. Lee and Hideyuki Takagi, "Hybrid Genetic-Fuzzy Systems for Intelligent Systems Design," pp.226-250 in Genetic Algorithms and Soft Computing, edited by F. Herrera and J.L. Verdegay, Physica-Verlag, Heidelberg, a Springer-Verlag Company (Sept., 1996).
  11. Hideyuki Takagi, "Fuzzy Logic Applications in Image Processing Equipment: Intelligent VR Futures," Chapter 111, section 111.6, pp.1426-1437i in the Industrial Electronics Handbook, edited by D. Irvin, CRC Press, Inc. BocaRaton, FL, USA (April, 1997).
  12. Hideyuki Takagi and Michael A. Lee, "Integration of fuzzy systems and neural networks, and fuzzy systems and genetic algorithms," Ch.2, pp.11-38, in Hybrid Intelligent Engineering Systems edited by L C. Jain and R.K. Jain, World Scientific (Singapore) (May, 1997).
  13. Hideyuki Takagi, "Introduction to fuzzy systems, neural networks, and genetic algorithms," in Intelligent Systems: Fuzzy Logic, Neural Networks, and Genetic Algorithms, Ch.1, pp.1-33, edited by D. Ruan, Kluwer Academic Publishers (Norwell, Massachusetts, USA), (September, 1997).
  14. translated by Hideyuki Takagi: Chuck Karr, "Adaptive Control with Fuzzy Logic and Genetic Algorithms," Ch.18 in Soft Computing, Kaibundo Publisher, pp.399-424 (February, 1998) (in Japanese).
  15. Yoshihiro Taguchi, Hideki Mitui and Hideyuki Takagi, "Keywords in Complexity," Kyoritsu Publisher (Feb. 1, 2000) (in Japanese).
  16. Hideyuki Takagi, "Fusion technology of NN/FS/GA," Ch.11.8 in Brain Science Handbook, pp.948-951, (Asakura Publisher) (in Japanese) (April 10, 2000).
  17. Hideyuki Takagi, Tatsuo Unemi, and Takao Terano, "Interactive Evolutionary Computation," (Eds.) H. Kitano, Genetic Algorithms 4, Ch.11, Sangyo Publisher, (Aug. 30, 2000) (in Japanese).
  18. Miho Ohsaki and Hideyuki Takagi, "Human Interface of Interactive Evolutionary Computation and Its Evaluation," (Eds.) H. Kitano, Genetic Algorithms 4, Ch.13, Sangyo Publisher (Aug. 30, 2000) (in Japanese).
  19. (Eds.) Japan Society for Fuzzy Theory and Systems, Fuzzy and Soft Computing Handbook Kyoritu Publisher, Ch.19.3: H. Takagi,"Interactive Evolutionary Computation," Ch.24.1: T. Hashiyama and H. Takagi, "Fuzzy rule acquisition using Neural Networks," and Ch.24.2: T. Hashiyama and H. Takagi, "Fuzzy rule acquisition using Genetic Algorithms." (Sept. 10, 2000) (in Japanese).
  20. (Eds.) Dept. of Acoustic Design, Kyushu Institute of Design, Introduction to Acoustic Design, Kyushu University Publisher, H. Takagi for Ch. 2.1, 2.2, 2.3, 2.6, 2.7, 2.8 Dec. 25, 2000 (in Japanese).
  21. Hideyuki Takagi, "Humanized Computational Intelligence with Interactive Evolutionary Computation," in Computational Intelligence: The Experts Speak, edited by D. B. Fogel and C. J. Robinson, Wiley, Ch.15, pp.207-218 (May, 2003).
  22. Hideyuki Takagi, "Auditory and Visual-based Signal Processing with Interactive Evolutionary Computation," in Machine Intelligence Quo Vadis ?, edited by P. Sincak, J. Vascak, and K. Hirota, pp.443-453, World Scientific, Singapore (SPRING, 2004).
  23. Hideyuki Takagi, "Interactive Evolutionary Computation," (Eds.) Japan Society for Artificial Intelligence, Encyclopedia of Artificial Intelligence, 6-15, pp.353-354, Kyoritu Shuppan (December, 2005) (in Japanese).
  24. Hideyuki Takagi, "Evolutionary Computation-based Design Methods for Environment with Human Factors," Design Handbook of Artificial Environment, Section 8.2.3, pp.387-392, Maruzen Co., Ltd. (Decembe, 2007) (in Japanese).
  25. Hideyuki Takagi, "New IEC Research and Frameworks," pp.65-78, in Aspects of Soft Computing, Intelligent Robotics and Control edited by János Fodor and Janusz Kacprzyk, Springer-Verlag, Berlin Heidelberg (2009).
  26. Hideyuki Takagi, Ch.9 "Interactive Evolutionary Computation,"  and Section 14.1 "Fuzzy Systems," in Handbook of Evolutionary Technology: Computation and Applications, Vol.1: Fundamentals, edited by Committee on Evolutionary Technology: Computation and Applications, Inst. of Electrical Engineers of Japan, Kindai Kagaku sha Co., Ltd., Tokyo Japan. (January, 2010).
  27. Hideyuki Takagi, "Interactive evolutionary computation for analyzing human characteristics" pp.189-196 in "Emergent Trends in Robotics and Intelligent Systems -- Where is the Role of Intelligent Technologies in the Next Generation of Robots?", edited by P. Sincak, M. Vircikova, and R. Jaksa, Advances in Intelligent Systems and Computing #316, Springer (2014).
    DOI: 10.1007/978-3-319-10783-7
  28. "Advances in Intelligent Informatics," El-Alfy, E.-S.M., Thampi, S.M., Takagi, H., Piramuthu, S., Hanne, Th. (Eds.), Springer (2015).

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JOURNAL/TRANSACTION PAPERS

 
  1. Satoshi Kabasawa, Hideyuki Takagi, and Machiko Sannomiya, "Requirement for Practical Use of Voice Text-Entry for Word Processor," Trans. of IEICE, Vol.J70-D, No.11, pp.2115-2120 (1987) (in Japanese)
  2. Hideyuki Takagi and Isao Hayashi: "NN-driven Fuzzy Reasoning," International J. of Approximate Reasoning (special issue of IIZUKA'88), Vol.5, No.3, pp.191-213 (1991)
  3. Hideyuki Takagi, Toshiyuki Kouda, and Yoshihiro Kojima, "Neural-networks designed on Approximate Reasoning Architecture," J. of SOFT, Vol.3, No.1, pp.133-141 (1991) (in Japanese)
  4. Hideyuki Takagi, Shigeo Sakaue, and Hayato Togawa, "Evaluation of Non-linear Optimization Methods for the Learning Algorithm of Artificial Neural networks," Trans. of IEICE, Vol.J74-D-II, No.4, pp.528-535 (1991) (in Japanese)
    (English translation appeared in Systems and Computers in Japan, Vol.23, No.1 (1992))
  5. Hideyuki Takagi and Noriyuki Suzuki, "Application of Neural-networks designed on Approximate Reasoning Architecture to the Adjustment of VTR Tape-Running Mechanisms," J. of SOFT, Vol.3, No.4, pp.810-818 (1991) (in Japanese)
  6. Hideyuki Takagi, "Outer Surface Data Extraction Algorithm from Point Cluster in N-Dimensional Space and Its Applications," Trans. of IEICE, Vol.J74-D-II, No.11, pp.1617-1620 (1991) (in Japanese)
  7. Hideyuki Takagi, Noriyuki Suzuki, Toshiyuki Kouda, and Yoshinori Kojima, "Neural-networks designed on Approximate Reasoning Architecture and Its Applications," IEEE Trans. Neural Networks, Vol.3, No.5, pp.752-760 (1992)
  8. Kazuo Asakawa and Hideyuki Takagi, "Neural Networks in Japan," The Communications of the ACM, Vol.37, No.3, pp.106-112 (1994)
  9. Huihua Liu, Hideyuki Takagi, Eiichi Tsuboka, Ditang Fang, and Nanming Zhao, "A Method for Computation of Auditory Lateral Inhibition Parameters," Acta Biophysica Sinica,vol.12, no.4, pp.609-612 (December, 1996) (in Chinese).
  10. Hideyuki Takagi and Takashi Takeda, "Movement Models of Head and Eyes for Computer Graphics," Trans. of IEICE, Vol.J80-A, No.8, pp.1304-1311 (Aug., 1997) (in Japanese) Electronics and Communications in Japan, Part 3, vol.82, no.1, pp.41-50, Script Tecnica (1999) (English Translation)
  11. Miho Ohsaki, Hideyuki Takagi, and Kimiko Ohya, "An Input Method Using Discrete Fitness Values for Interactive GA," J. of Intelligent and Fuzzy Systems, vol.6, no.1, pp.131-145 (1998)
  12. Ken Aoki and Hideyuki Takagi, "Interactive GA-based Design Support System for Lighting Design in 3-D Computer Graphics," Trans. of IEICE, Vol.J81-DII, No.7, pp.1601-1608 (1998) (in Japanese)
  13. Miho Ohsaki and Hideyuki Takagi, "Reduction of the Burden of Human Interactive EC Operators - Improvement of present interface by prediction of evaluation order -," J. of Japan Society for Artificial Intelligence, vol.13, no.5, pp.712-719 (1998) (in Japanese).
  14. Shinichi Kamohara, Yutaka Ichinose, Takashi Takeda, and Hideyuki Takagi, "Construction of Virtual Reality System for Arm Wrestling with Interactive Evolutionary Computation," J. of Robotics and Mechatronics, Vol.12, No.1, pp.48-52 (2000).
  15. Shinichi Kamohara, Takashi Yamada, Yutaka Ichinose, Takashi Takeda, and Hideyuki Takagi, "Rehabilitation Support by Multiaxis Force Display," J. of Robotics and Mechatronics, Vol.12, No.1, pp.53-59 (2000).
  16. Eiji Mizutani, Hideyuki Takagi, David M. Auslander, and Jyh-Shing Roger Jang, "Evolving Color Recipe," IEEE Trans. on System, Man, and Cybernetics, Part C, Vol.30, No.4, pp.537-550 (2000).
  17. Hideyuki Takagi, "Fusion Technology of Neural Networks and Fuzzy Systems: A Chronicled Progression from the Laboratory to Our Daily Lives," International Journal of Applied Mathematics and Computer Science, Vol.10, No.4, pp.647-673 (2000).
  18. Hideyuki Takagi, "Interactive Evolutionary Computation: Fusion of the Capabilities of EC Optimization and Human Evaluation," Proceedings of the IEEE, Vol.89, No.9, pp.1275-1296 (2001).
  19. Norimasa Hayashida and Hideyuki Takagi, "Acceleration of EC Convergence with Landscape Visualization and Human Intervention," Applied Soft Computing, Elsevier Science, Vol. 1, No. 4F, pp. 245-256 (2002).
  20. Hiroaki Nishino, Hideyuki Takagi, and Kouich Utsumiya, "A 3D Modeler for Aiding Creative Work Using Interactive Evolutionary Computation," Trans. of IEICE, Vol.J85-D-II, No.9, pp.1473-1483 (2002) (in Japanese).
  21. Hideyuki Takagi, Takeo Ingu, and Kei Ohnishi, "Accelerating a GA Convergence by Fitting a Single-Peak Function," J. of Japan Society for Fuzzy Theory and Intelligent Informatics, vol.15, no.2, pp.219-229 (2003) (in Japanese).
  22. Hideyuki Takagi and Toshihiko Noda, "Media Converter with Impression Preservation Using a Neuro-Genetic Approach," International J. of Hybrid Intelligent Systems, vol.1, no.1, pp.49-56 (2004).
  23. Kei Ohnishi and Hideyuki Takagi, "Numerical Optimization Based on Competition and Evolution among Generating Mechanisms for Search Points," IPSJ Transactions on Mathematical Modeling and Its Applications, vol.45, no.SIG 2(TOM 10), pp.32-41 (2004) (in Japanese).
  24. Jun-ichi Koga, Naoto Kawasaki, Shigekiyo Fujii, Hideyuki Takagi, "Simple Analog Filter to Improve the Voice Articulation of Mobile Phones and PHS Under Noisy Environment," Trans. of IEICE, vol.J87-A, no.7, pp.881-889 (2004) (in Japanese).
  25. Nobuhisa Tanaka and Hideyuki Takagi, "Virtual Reality Environment Design of Managing Both Presence and Virtual Reality Sickness,"Journal of Physiological Anthropology and Applied Human Science, Vol. 23, No. 6: pp. 313-317 (2004).
  26. Shangfei Wang and Hideyuki Takagi, "Improving the Performance of Predicting Users' Subjective Evaluation Characteristics to Reduce Their Fatigue in IEC," Journal of Physiological Anthropology and Applied Human Science, Vol. 24, No.1, pp. 81-85 (2005).
  27. Hideyuki Takagi, Shaingfei Wang, and Shota Nakano "Proposal for a Framework for Optimizing Artificial Environments Based on Physiological Feedback," Journal of Physiological Anthropology and Applied Human Science, Vol. 24, No.1, pp. 77-80 (2005).
  28. Nobuhisa Tanaka and Hideyuki Takagi, "Design System of Virtual Reality Environment Based on VR Presence and VR Sickness," Transactions of the Virtual Reality Society of Japan, Vol.11, No.2, pp.301-312 (2006). (in Japanese)
  29. Alexandra Melike Brintrup, Hideyuki Takagi, Ashutosh Tiwari and Jeremy J. Ramsden, "Evaluation of sequential, multi-objective, and parallel interactive genetic algorithms for multi-objective optimization problems" Journal of Biological Physics and Chemistry, Vol.6, pp.137-146 (2006).
  30. Hideyuki Takagi and Miho Ohsaki, "Interactive Evolutionary Computation-Based Hearing-Aid Fitting," IEEE Transaction on Evolutionary Computation, vol.11, no.3, pp.414-427 (2007).
  31. Masao Ozaki, Atsuko Baba, Kaori Ishii, Hideyuki Takagi, and Wataru Motokawa, "Measurement of bone conduction characteristics for transmitted vibration sounds of tooth drilling," Pediatric Dental Journal, vol.17, vol.2, pp.148-155 (2007).
  32. Alexandra Melike Brintrup, Jeremy Ramsden, Hideyuki Takagi, and Ashutosh Tiwari, "Ergonomic Chair Design by Fusing Qualitative and Quantitative Criteria using Interactive Genetic Algorithms," IEEE Transactions on Evolutionary Computation, vol.12, no.3,pp.343-354 (2008).
  33. Jan Dolinsky and Hideyuki Takagi, "RNN With a Recurrent Output Layer for Learning of Naturalness," Neural Information Processing - Letters & Reviews, vol.12, no.1-3, pp.31-42 (2008).
  34. Makoto Inoue and Hideyuki Takagi, "Architectural room planning support system using methods of generating spatial layout plans and evolutionary multi-objective optimization," Transaction of the Japan Society for Artificial Intelligence, vol.24, no.1, pp.25-33 (2009). (in Japanese).
    DOI: 10.1527/tjsai.24.25
  35. Jan Dolinsky and Hideyuki Takagi, "Analysis and Modeling of Naturalness in Handwritten Characters,'' IEEE Transactions on Neural Networks, vol.20, no.10, pp.1540-1553 (2009).
    DOI: 10.1109/TNN.2009.2026174
  36. Hideyuki Takagi, "Interactive evolutionary computation for analyzing human aware mechanism,"Applied Computational Intelligence and Soft Computing, Vol. 2012, Article ID 694836 (2012).
    DOI: 10.1155/2012/694836
  37. Yan Pei and Hideyuki Takagi, "Triple and Quadruple Comparison-Based Interactive Differential Evolution and Differential Evolution,"Transaction of the Japanese Society for Evolutionary Computation, vol. 3, no. 3, pp.98-108 (2012). (in Japanese).
    DOI: 10.11394/tjpnsec.3.98
  38. Yan Pei and Hideyuki Takagi, "Accelerating IEC and EC Searches with Elite Obtained by Dimensionality Reduction in Regression Spaces," Journal of Evolutionary Intelligence, Springer-Verlag Berlin Heidelberg, vol.6, no.1, pp. 27-40 (2013).
    DOI:10.1007/s12065-013-0088-9
  39. Yan Pei, Shaoqiu Zheng, Ying Tan and Hideyuki Takagi, "Effectiveness of Approximation Strategy in Surrogate-assisted Fireworks Algorithm," International Journal of Machine Learning and Cybernetics, vol.6, no.5, pp.795-810, Springer Berlin Heidelberg (Octover, 2015).
    DOI: 10.1007/s13042-015-0388-8
  40. Yan Pei and Hideyuki Takagi, "Local Fitness Landscape from Paired Comparison-Based Memetic Search in Interactive Differential Evolution and Differential Evolution," International Journal of Ad Hoc and Ubiquitous Computing, vol.*, pp.**-** (2016)(in press).

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INTERNATIONAL CONFERENCE PAPERS

  1. Machiko Sannomiya, Satoshi Kabasawa, Hideyuki Takagi, and Atushi Yoshiya, "A study on voice recognition as human interface for Japanese word-processor," 2nd Symposium on Human Interface, pp.545-552, Tokyo, Japan, (Oct., 1986)
  2. Hideyuki Takagi and Isao Hayashi, "Artificial_neural_network-driven fuzzy reasoning," International Workshop on Fuzzy System Applications (IIZUKA'88), pp.217-218, IIZUKA, Japan (Aug., 1988)
  3. Hideyuki Takagi, "Introduction of fast neural network algorithm and artificial_neural_network-driven fuzzy reasoning into seismology," Sino-Japan Conference on Seismological Research, A13(P) p.121, Beijing, China (May, 1989)
  4. Hideyuki Takagi, "Fusion technology of fuzzy theory and neural networks - Survey and future directions -," International Conference on Fuzzy Logic & Neural Networks (IIZUKA-90), Vol.1, pp.13-26 Iizuka, Japan (July, 1990)
  5. Hideyuki Takagi, Toshiyuki Kouda, and Yoshinori Kojima, "Neural-network designed on approximate reasoning architecture and its application to the pattern recognition," 1st International Conference on Fuzzy Logic & Neural Networks (IIZUKA'90), Vol.2, pp.671-674, Iizuka, Japan (July, 1990)
  6. Hideyuki Takagi, "Fusion of fuzzy system and neural networks, and its strong points and problems," Sino-Japan Joint Meeting on Fuzzy Sets and Systems, D1-6, pp.1-4, International Academic Press Beijing, China (Oct., 1990)
  7. Kazuaki Obara and Hideyuki Takagi, "Formant extraction model by neural networks and auditory model based on signal processing theory," International Conference on Spoken Language Processing (ICSLP-90), pp.1045-1048, Kobe, Japan (Nov., 1990)
  8. Hideyuki Takagi and Noriyuki Suzuki, "Application of neural-network design on approximate reasoning architecture to the adjustment of VTR tape-running mechanisms," 4th IFSA World Congress, Vol.AI, pp.188-191, Belgium, Brussels (July, 1991)
  9. Hideyuki Takagi, "Cooperative System of Neural Networks and Fuzzy Logic and Its Application to Consumer Products," 1st International Workshop on Industrial Applications of Fuzzy Control and Intelligent Systems, Collage Station, TX USA (Nov. 1991) (same as a book in BOOK CHAPTER)
  10. Hideyuki Takagi, "Design of Fuzzy System by NNs and Realization of Adaptability," 3rd International Workshop on Neural Networks and Fuzzy Logic, Houston, TX USA (June, 1992)
  11. Hideyuki Takagi, "Using Boundary Shape Data for Effective Adaptive Rule Modifications," 2nd International Conference on Fuzzy Logic & Neural Networks (IIZUKA'92), pp.233-236, Iizuka, Japan (July, 1992)
  12. Hideyuki Takagi, "Cooperative System of Neural Networks and Fuzzy Logic and its Applications," 26th Annual Asilomar Conference on Signal, Systems, and Computers, Pacific Grove, CA USA (Oct., 1992), pp.771-775, IEEE Computer Society Press (1992)
  13. Hideyuki Takagi, "Application of neural networks and fuzzy logic to consumer products," IEEE International Conference on Industrial Electronics, Control, Instrumentation, and Automation (IECON'92), Vol.3, pp.1629-1633, San Diego, CA USA (Nov., 1992)
  14. Hideyuki Takagi, "Survey: Fuzzy logic applications to image processing equipment," 2nd International Workshop on Industrial Fuzzy Control & Intelligent Systems, pp.1-9, Collage Station, TX USA (Dec., 1992)
    (almost ssame as a book in BOOK CHAPTER)
  15. Michael A. Lee and Hideyuki Takagi, "Integrating Design Stage of Fuzzy System using Genetic Algorithms," IEEE 2nd International Conference on Fuzzy Systems (FUZZ-IEEE'93), Vol. 1, pp.612-617 San Francisco, CA USA (March 29 - April 1, 1993)
  16. Hideyuki Takagi and Michael A. Lee, "Neural Networks and Genetic Algorithm Approaches for Auto-Design of Fuzzy Systems," 8th Austrian Artificial Intelligence Conference - Fuzzy Logic in Artificial Intelligence (FLAI'93), pp.68-79, Linz, Austria, Springer Verlag Publisher (June 28-30, 1993)
  17. Michael A. Lee and Hideyuki Takagi, "Embedding Apriori Knowledge into an Integrated Fuzzy System Design Method Based on Genetic Algorithms," 5th IFSA World Congress, Vol.II, pp.1293-1296, Seoul, Korea (July 4-9, 1993)
  18. Michael H. Smith and Hideyuki Takagi, "Optimization of Fuzzy Systems by Switching Reasoning Methods Dynamically," 5th IFSA World Congress, Vol.II, pp.1354-1357 Seoul, Korea (July 4-9, 1993)
  19. Hideyuki Takagi, "Neural Network and genetic Algorithm techniques for Fuzzy Systems," INNS World Congress on Neural networks (WCNN'93), Vol.II, pp.631-634, Portland, OR (July 11-15, 1993)
  20. Michael A. Lee and Hideyuki Takagi, "Dynamic Control of Genetic Algorithms using Fuzzy Logic Techniques," Proc. of 5th International Conference on Genetic Algorithms (ICGA'93), Urbana Champaign, IL USA (July 17-21, 1993), pp.76-83, Morgan Kaufmann Publishers, San Mateo, California (1993)
  21. Hideyuki Takagi, "Fusion techniques of fuzzy systems and neural networks, and fuzzy systems and genetic algorithms," SPIE Proc. of Technical Conference on Applications of Fuzzy Logic Technology, SPIE's International Symposium on Optical Tools for Manufacturing and Advanced Automation, Vol.2061, pp.402-413, Boston, MA USA (Sept. 8-10, 1993)
  22. Thomas Hessburg, Michael A. Lee, Hideyuki Takagi, and Masao Tomizuka, "Automatic design of fuzzy systems using genetic algorithms and its application to lateral vehicle guidance," SPIE Proc. of Technical Conference on Applications of Fuzzy Logic Technology, SPIE's International Symposium on Optical Tools for Manufacturing and Advanced Automation, Vol.2061, pp.452-463, Boston, MA USA (Sept. 8-10, 1993)
  23. Eiji Mizutani, Jyh-Shing R. Jang, Kenichi Nishio, Hideyuki Takagi, and David M. Auslander, "Coactive Neural Networks with Adjustable Fuzzy Membership Functions and Their Applications," International Conference on Fuzzy Logic, Neural Networks, and Soft Computing (IIZUKA'94), Iizuka, Fukuoka, Japan, pp.581-582 (Aug. 1-7, 1994)
  24. Michael H. Smith and Hideyuki Takagi, "Fuzzy Approximators: Optimizing a Fuzzy System by Dynamically Tuning the Ratio of Firing Strengths," International Conference on Fuzzy Logic, Neural Networks, and Soft Computing (IIZUKA'94), Iizuka, Fukuoka, Japan, pp.363-364 (Aug. 1-7, 1994)
  25. Masao Ozaki, Michael A. Lee, and Hideyuki Takagi, "Neural Network, Fuzzy System, and Multiple Regression Models for Dental Age Prediction," International Conference on Fuzzy Logic, Neural Networks, and Soft Computing (IIZUKA'94), Iizuka, Fukuoka, Japan, pp.313-314 (Aug. 1-7, 1994)
  26. Eiji Mizutani, Hideyuki Takagi, and David M. Auslander, "A Cooperative System of Neural Networks and Genetic Algorithm with Fuzzy Population Generator for Computer Recipe Prediction," International Conference on Fuzzy Logic, Neural Networks, and Soft Computing (IIZUKA'94), Iizuka, Fukuoka, Japan, pp.83-84 (Aug. 1-7, 1994)
  27. Michael A. LEE and Hideyuki Takagi, "Learning Control Strategies for High Performance Genetic Algorithms," 1994 IEEE/Nagoya University World Wiesemen/women Workshop on Fuzzy Logic and Neural Networks/Genetic Algorithms (WWW'94) - Architecture and Applications for Knowledge Acquisition/Adaptation -, Nagoya, Aichii, pp.93-96 (Aug. 9 and 10, 1994)
  28. Eiji Mizutani, Hideyuki Takagi, and David M. Auslander, "A Cooperative System based on Soft Computing Methods to Realize Higher Precision of Computer Color Recipe Prediction," (Applications and Science of Artificial Neural Networks, Orlando, FL, USA), Proc. of SPIE - The International Society for Optical Engineering, Vol.2492, pp.303-314 (April 17-21, 1995)
  29. Mika Sato, Lakhmi C. Jain, and Hideyuki Takagi, "Design and Implementation of Knowledge-Based Intelligent Systems," Proc. of Electronic Technology Directions to the Year 2000, edited by L. C. Jain, Vol.2, IEEE Computer Society Press, pp.402-430 (May 23-25, 1995)
  30. Takeshi Furuhashi, Hideyuki Takagi, and Lakhmi C. Jain, "Intelligent Systems Using Artificial Neural Networks, Fuzzy Logic, and Genetic Algorithms in Industry," Proc. of Electronic Technology Directions to the Year 2000, edited by L. C. Jain, Vol.2, IEEE Computer Society Press, pp.485-495 (May 23-25, 1995)
  31. Hideyuki Takagi, "Auto-Designing Systems Based on Soft Computing Techniques and Human Preference," 3rd European Congress on Intelligent Techniques and Soft Computing (EUFIT'95), Vol.1, pp.646-650 Aachen, Germany (Aug.28-31, 1995)
  32. Tatsumi Watanabe and Hideyuki Takagi, "Recovering System of the Distorted Speech using Interactive genetic Algorithms," IEEE International Conference on Systems, Man and Cybernetics (SMC'95), Vol.1, pp.684-689, Vancouver, Canada (Oct. 22-25, 1995)
  33. Eiji Mizutani, Hideyuki Takagi, and David M. Auslander, "Evolving Color Paint," IEEE International Conference on Evolutionary Computation (ICEC'95), Parse, WA, Australia, vol.2, pp.533-538 (Nov.27-Dec.1, 1995)
  34. Eiji Mizutani, Jyh-Shing R. Jang, Kenichi Nishio, Hideyuki Takagi, and David M. Auslander, "Coactive Neuro-Fuzzy Modeling for Color Recipe Prediction," IEEE International Conference on Neural Networks (ICNN'95), Parse, WA, Australia, vol.5, pp.2252-2257 (Nov.27 - Dec.1, 1995)
  35. Hideyuki Takagi, "Industrial and Commercial Applications of NN/FS/GA/Chaos in 1990s," International Workshop on Soft Computing in Industry (IWSCI'96), Muroran, Hokkaido, Japan, pp.160-165 (April 27-28, 1996)
  36. Hideyuki Takagi and Kimiko Ohya, "Discrete Fitness Values for Improving the Human Interface in an Interactive GA," IEEE 3rd International Conference on Evolutionary Computation (ICEC'96), Nagoya, Aichi, Japan, pp.109-112 (May 20-22, 1996)
  37. Hideyuki Takagi, "System Optimization Without Numerical Target," 1996 Biennial Conference of the North American Fuzzy Information Processing Society (NAFIPS'96), Berkeley, CA, USA, pp.351-354 (June 19-22, 1996)
  38. Hideyuki Takagi, "Interactive GA for System Optimization: Problems and Solution," 4th European Congress on Intelligent Techniques and Soft Computing (EUFIT'96), Aachen, Germany, pp.1440-1444 (Sept.2-5, 1996)
  39. Hideyuki Takagi, Kimiko Ohya, and Miho Ohsaki, "Improvement of Input Interface for Interactive GA and its Evaluation," International Conference on Soft Computing (IIZUKA'96), World Scientific, pp.490-493, Iizuka, Fukuoka, Japan, (Sept. 30 - Oct. 5, 1996)
  40. Ken Aoki, Hideyuki Takagi, and Naomi Fujimura, "Interactive GA-based Design Support System for Lighting Design in Computer Graphics," International Conference on Soft Computing (IIZUKA'96), World Scientific, pp.533-536, Iizuka, Fukuoka, Japan, (Sept. 30 - Oct. 5, 1996)
  41. Ken Aoki and Hideyuki Takagi, "3-D CG Lighting with an Interactive GA," 1st International Conference on Conventional and Knowledge-based Intelligent Electronic Systems (KES'97), pp.296-301, Adelaide, Australia (May 21-23, 1997)
  42. Shin'ichi Kamohara, Hideyuki Takagi, and Takashi Takeda, "Control Rule Acquisition for an Arm Wrestling Robot," IEEE International Conference on System, Man, Cybernetics (SMC'97), Vol.5, pp.4227-4231, Orlando, Florida, USA, (Oct. 12-15, 1997)
  43. Miho Ohsaki, Hideyuki Takagi, Takeo Ingu, "Methods to Reduce the Human Burden of Interactive Evolutionary Computation," Asia Fuzzy System Symposium (AFSS'98), Masan, Korea, pp.495-500 (June 18-21, 1998).
  44. Hideyuki Takagi, "Interactive Evolutionary Computation: System Optimization Based on Human Subjective Evaluation," IEEE International Conference on Intelligent Engineering Systems (INES'98), Vienna, Austria, pp.1-6 (Sept. 17-19, 1998)
  45. Miho Ohsaki and Hideyuki Takagi, "Improvement of Presenting Interface by Predicting the Evaluation Order to Reduce the Burden of Human Interactive EC Operators," IEEE International Conference on System, Man, Cybernetics (SMC'98), pp.1284-1289, San Diego, CA, USA, (Oct. 11-14, 1998).
  46. Hideyuki Takagi, "Interactive Evolutionary Computation -- Cooperation of computational intelligence and human KANSEI --," 5th International Conference on Soft Computing (IIZUKA'98), pp.41-50, World Scientific, Iizuka, Fukuoka, Japan, (Oct. 16-20, 1998).
  47. Miho Ohsaki and Hideyuki Takagi, "Application of Interactive Evolutionary Computation to Optimal Tuning of Digital Hearing Aids," 5th International Conference on Soft Computing (IIZUKA'98), pp.849-852, World Scientific, Iizuka, Fukuoka, Japan, (Oct. 16-20, 1998).
  48. Hideyuki Takagi, Shin'ichi Kamohara, and Takashi Takeda, "Introduction of Soft Computing Techniques to Welfare Equipment," 1999 IEEE Midnight-Sun Workshop on Soft Computing Methods in Industrial Applications (SMCia'99), Kuusamo, Finland, pp.116-121 (June 16-18, 1999)
  49. Hideyuki Takagi, Sung-Bae Cho, Toshihiko Noda, "Evaluation of an IGA-based Image Retrieval System Using Wavelet Coefficients," IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'99), Seoul, Korea, pp.1775-1780 (Aug. 22-25, 1999)
  50. Takeo Ingu and Hideyuki Takagi, "Accelerating a GA Convergence by Fitting a Single-Peak Function," IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'99), Seoul, Korea, pp.1415-1420 (Aug. 22-25, 1999)
  51. Hideyuki Takagi and Katsuhiro Kishi, "On-line Knowledge Embedding for Interactive EC-based Montage System," Third International Conference on Knowledge-Based Intelligent Information Engineering Systems (KES'99), Adelaide, Australia, pp.280-283 (31st August - 1st September, 1999)
  52. Hideyuki Takagi, Takashi Takeda, Chin-Huat Ewe, "Moving Model of a CG Head and Its Parametric Expression of Gender and Age," IEEE International Conference on System, Man, and Cybernetics (SMC'99), Tokyo, Japan, vol.IV, pp.218-223 (Oct. 12-15, 1999)
  53. Hideyuki Takagi and Miho Ohsaki, "IEC-based Hearing Aids Fitting," IEEE International Conference on System, Man, and Cybernetics (SMC'99), Tokyo, Japan, vol.III, pp.657-662 (Oct. 12-15, 1999)
  54. Hideyuki Takagi, Toshihiko Noda, and Sung-Bae Cho, "Psychological Space to Hold Impression Among Media in Common for Media Database Retrieval System," IEEE International Conference on System, Man, and Cybernetics (SMC'99), Tokyo, Japan, vol.VI, pp.263-268 (Oct. 12-15, 1999)
  55. Hideyuki Takagi, "Active User Intervention in an EC Search," International Conference on Information Sciences (JCIS2000,) Atlantic City, NJ, USA, pp.995-998 (Feb. 27 - Mar. 3, 2000)
  56. Miho Ohsaki and Hideyuki Takagi, "Design and Development of an IEC-based Hearing Aids Fitting System," 4th Asia Fuzzy System Symposium (AFSS'00), Tsukuba, Japan, pp.543-548 (May 31 - June 3, 2000)
  57. Hideyuki Takagi and Miho Ohsaki, "IEC fitting: New framework of hearing aid fitting based on computational intelligence technology and user's preference for hearing," Poster session PB9, International Hearing Aid Research Conference (IHCON2000), pp.49-50, Lake Tahoe, CA, USA (Aug. 23-27, 2000)
  58. Hideyuki Takagi, "Computational Intelligence with Human Capability," in Quo Vadis Computational Intelligence? New Trends and Approaches in Computational Intelligence, edited by P. Sincak and J. Vascak, Springer-Verlag, pp.370-384 (2000).
    (International Symposium on Computational Intelligence (ISCI2000), Ko\v{s}ice, Slovakia (August 30 - September 1, 2000).
  59. Yukichi Todoroki and Hideyuki Takagi. "User Interface of an Interactive Evolutionary Computation for Speech Processing," 6th International Conference on Soft Computing (IIZUKA2000), Iizuka, Fukuoka, Japan, pp.112-118 (Oct. 1-4, 2000).
  60. Toshihiko Noda, Dong Zhao, and Hideyuki Takagi, "Music Database Retrieval and Media Conversion System Based on Impression," 6th International Conference on Soft Computing (IIZUKA2000), Iizuka, Fukuoka, Japan pp.151-156 (Oct. 1-4, 2000).
  61. Shigekiyo Fujii, Hideyuki Takagi, Miho Ohsaki, Masahiro Watanabe, and Shin'ichi Sakamoto "Evaluation and Analysis of IEC Fitting," 7th Western Pacific Regional Acoustics Conference (WESTPRAC VII), Kumamoto, Japan, 369-372 (Oct. 3-5, 2000).
  62. Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya, "A Digital Prototyping System for Designing Novel 3D Geometries," 6th International Conference on Virtual Systems and MultiMedia (VSMM2000), Ogaki, Gifu, Japan, pp.473-482, (Oct. 4-6, 2000).
  63. Kei Ohnishi and Hideyuki Takagi, "Feed-Back Model Inspired by Biological Development to Hierarchically Design Complex Structure," IEEE International Conference on System, Man, and Cybernetics (SMC2000), Nashville, TN, USA, pp.3699-3704 (Oct., 8-11, 2000).
  64. Norimasa Hayashida and Hideyuki Takagi, "Visualized IEC: Interactive Evolutionary Computation with Multidimensional Data Visualization," IEEE International Conference on Industrial Electronics, Control and Instrumentation (IECON2000), Nagoya, Japan, pp.2738-2743 (Oct, 25-27, 2000).
  65. Hiroaki Nishino, Hideyuki Takagi, Sung-Bae Cho, and Kouichi Utsumiya, "A 3D Modeling System for Creative Design," The 15th International Conference on Information Networking (ICOIN-15), Beppu, Japan pp.479-486 (Jan. 31 - Feb. 2, 2001).
  66. Fabio Boschetti and Hideyuki Takagi, "Visualization of EC Landscape to Accelerate EC Conversion and Evaluation of its Effect," IEEE Congress on Evolutionary Computation (CEC2001), Seoul, Korea, pp.880-886 (May 27-30, 2001).
  67. Hideyuki Takagi,"Advancing the Human Experience with Interactive Evolutionary Computation," IEEE Mountain Workshop on Soft Computing in Industrial Application (SMCia/01), Blacksburg, VA, USA, 133-134 (June 25-27, 2001).
  68. Hideyuki Takagi, "Computational Intelligence for Geo-science," Workshop on Future Direction in the Analysis of Potential Field Data: Inversion, Signal Processing, Interpretation, Perth, WA, Australia, pp.1-4 (August 18, 2001).
  69. Miho Ohsaki, Shin'ich Sakamoto, Hideyuki Takagi, "Development and Evaluation of an IEC Fitting System for Hearing Aids," International Conference on Acoustics (ICA2001), Rome, Italy, 5A.15.02 (Sept. 2-7, 2001).
  70. Dilip Kumar Pratihar, Norimasa Hayashida, and Hideyuki Takagi, "Comparison of Mapping Methods to Visualize the EC Landscape," 5th International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies (KES2001), Osaka/Nara, Japan, pp.223-227 (Sept. 6-8, 2001).
  71. Hideyuki Takagi, "Interactive Evolutionary Computation as Humanized Computational Intelligence Technology," International Conference on Computational Intelligence (7th Fuzzy Days), Dortmund, Germany, p.1 (October 1-3, 2001).
  72. Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya, "Implementation and Evaluation of an IEC-Based 3D Modeling System," IEEE International Conference on Systems, Man, and Cybernetics (SMC2001), Tucson, AZ, USA, pp.1047-1052 (Oct. 7-10, 2001).
  73. Chris Wijns, Louis Moresi, Fabio Boschetti, and Hideyuki Takagi, "Inversion in Geology by Interactive Evolutionary Computation," IEEE International Conference on Systems, Man, and Cybernetics (SMC2001), Tucson, AZ, USA, pp.1053-1057 (Oct. 7-10, 2001).
  74. Hideyuki Takagi, "Introduction of Interactive Evolutionary Computation and Its Applications to CG Creativity," in Advances in Soft Computing, edited by L. Rutkowski and J. Kacprzyk, Heidelberg, Germany: Physica-Verlag, pp.120-127 (2003).
    (the Sixth International Conference on Neural Network and Soft Computing, Zakopane, Poland, June 11-15, 2002).
  75. Hideyuki Takagi, "Auditory and Visual-based Signal Processing with Interactive Evolutionary Computation," in Machine Intelligence Quo Vadis? -- The Progressive Trends in Intelligent Technologies --, 2nd Euro-International Symposium on Computational Intelligence (E_ISCI2002), Kosice, Slovakia, (June 16-19, 2002).
    (same as a book in BOOK CHAPTER).
  76. Hiroaki Nishino, Hideyuki Takagi, Sato Saga, and Kouichi Utsumiya, "A Virtual Design System Empowered by Soft Computing Techniques," 8th International Conference on Virtual Systems and Multimedia (VSMM2002), Gyeongju, Korea, pp.409-418 (September 25-27, 2002).
  77. Tadahiko Murata and Hideyuki Takagi, Analysis of Evolutionary Computation Research Through IEEE Conferences," IEEE International Conference on Systems, Man, and Cybernetics (SMC2002), Hammamet, Tunisia, vol.3, pp.236-240 (October 6-9, 2002).
  78. Hiroaki Nishino, Hideyuki Takagi, Sato Saga, and Kouichi Utsumiya, "A Virtual Modeling System for Intuitive 3D Shape Conceptualization," IEEE International Conference on Systems, Man, and Cybernetics (SMC2002), Hammamet, Tunisia, vol.4, pp.541-546 (October 6-9, 2002).
  79. Kei Ohnishi and Hideyuki Takagi, "Optimization Based on Competition and Evolution Among Searching," Joint 1st International Conference on Soft Computing and Intelligent Systems and 3rd International Symposium on Advanced Intelligent Systems (SCIE\&ISIS2002), Tsukuba, Japan, (October 21-25, 2002).
  80. Hideyuki Takagi, "Humanized Computational Intelligence with Interactive Evolutionary Computation," 6th National Computer Science and Engineering Conference (NCSEC2002), Pattaya, Thailand (October, 29-31 2002).
  81. Hideyuki Takagi and Norimasa Hayashida, "Interactive EC-based Signal Processing," 4th Asia-Pacific Conference on Simulated Evolution And Learning (SEAL2002), Singapore, pp.375-379 (November 18-22, 2002).
  82. Chris WIJNS, Fabio BOSCHETTI, Hideyuki Takagi, and Louis MORESI, "Interactive Inverse Modelling for Non-Linear Earth Processes," 2003 International Union of Geophysics and Geodesy (IUGG2003), Sapporo, Japan, pp.B.525 (June 30 - July 11, 2003).
  83. Hideyuki Takagi, "Humanized Computational Intelligence with Interactive Evolutionary Computation," International Conference on Computational Cybernetics, Si\'{o}fok, Hungary, (August 29-31, 2003).
  84. Rudolf Jakvsa, Shota Nakano, and Hideyuki Takagi, "Image Filter Design with Interactive Evolutionary Computation," International Conference on Computational Cybernetics, Si\'{o}fok, Hungary (August 29-31, 2003).
  85. Rudolf Jakvsa, and Hideyuki Takagi, "Tuning of Image Parameters by Interactive Evolutionary Computation," IEEE International Conference on Systems, Man, and Cybernetics (SMC2003), Washington D.C., pp.492-497 (October 5-8, 2003).
  86. Hiroaki Nishino, Tsuneo Kagawa, Masaki Hieda, Hideyuki Takagi, and Kouichi Utsumiya, "An IEC-Based 3D Geometric Morphing System," IEEE International Conference on Systems, Man, and Cybernetics (SMC2003), Washington D.C., pp.987-992 (October 5-8, 2003).
  87. Raffi Kamalian, Hideyuki Takagi, and Alice M. Agogino, "Optimized Design of MEMS by Evolutionary Multi-objective Optimization with Interactive Evolutionary Computation," Genetic and Evolutionary Computation (GECCO2004), Seattle, WA, pp. 1030-1041 (June 26-30, 2004).
  88. Meghna Babbar, Barbara Minsker, and Hideyuki Takagi, "Interactive Genetic Algorithm Framework for Long Term Groundwater Monitoring Design," World Water & Environmental Resources Congress 2004, Salt Lake City, Utah, USA, (June 27-July 1, 2004).
    Critical Transitions in Water and Environmental Resources Management, American Society of Civil Engineers, pp. 1-10. (2004).
    doi: 10.1061/40737(2004)236
  89. Raffi Kamalian, Alice M. Agogino, and Hideyuki Takagi, "The role of contraints and human interaction in evolving MEMS designs: microresonator case study," The 2004 ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (DETC2004), DETC2004-57462, Salt Lake City, Utah, USA (Sept. 28 - Oct. 2, 2004).
  90. Hideyuki Takagi, Tomohiro Takahashi, and Ken Aoki, "Applicability of interactive evolutionary computation to mental health measurement," IEEE International Conference on Systems, Man, and Cybernetics (SMC2004), the Hague, the Netherlands, pp.5714-5718 (October 10-13 2004).
  91. Hiroaki Nishino, Tsuneo Kagawa, Hideyuki Takagi, and Kouichi Utsumiya, "A synthesized 3DCG contents generator using IEC framework," IEEE International Conference on Systems, Man, and Cybernetics (SMC2004), the Hague, the Netherlands, pp.5719-5724 (October 10-13 2004).
  92. Abhishek Singh, Barbara Minsker, and Hideyuki Takagi, "Interactive Genetic Algorithms for Inverse Groundwater Modeling: Issues with Human Fatigue and Prediction Models," World Water \& Environmental Resources Congress 2005, Anchorage, Alaska, USA, CD Proceedings (May 15-19, 2005).
  93. Meghna Babbar, Barbara Minsker, and Hideyuki Takagi, "Expert Knowledge in Long-Term Groundwater Monitoring Optimization Process: The Interactive Genetic Algorithm Perspective," World Water \& Environmental Resources Congress 2005, Anchorage, Alaska, USA, CD Proceedings (May 15-19, 2005).
  94. Shangfei Wang and Hideyuki Takagi, "Evaluation of User Fatigue Reduction Through IEC Rating-Scale Mapping," The Fourth IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology (WSTST2005), Muroran, Hokkaido, Japan, Springer-Verlag, pp.672-681 (May25-27, 2005).
  95. Hideyuki Takagi, "Design and Measurement with Interactive Evolutionary Computation," The Fourth IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology (WSTST2005), Muroran, Hokkaido, Japan, Springer-Verlag, pp.6-7 (May25-27, 2005).
  96. Raffi R. Kamalian, Ying Zhang, Hideyuki Takagi, and Alice M. Agogino, "Evolutionary Synthesis of Micromachines Using Supervisory Multiobjective Interactive Evolutionary Computation," Revised Selected Papers from ICMLC2005, LNAI 3930, Springer-Verlag Berlin Heidelberg, pp.429-437 (2006).
    Raffi R. Kamalian, Ying Zhang, Hideyuki Takagi, and Alice M. Agogino, "Reduced Human Fatigue Interactive Evolutionary Computation for Micromachine Design,'' 4th International Conference on Machine Learning and Cybernetics (ICMLC 2005), Guangzhou, China, pp.5666-5671 (August 18-21, 2005).
  97. Alexandra Melike Brintrup, Hideyuki Takagi, Jeremy Ramsden, "Evaluation of Sequential, Multi-objective, and Parallel Interactive Genetic Algorithms for Multi-objective Floor Plan Optimisation,'' EvoWorkshop2006, Budapest, Hungary, LNCS 3907, Springer-Verlag Berlin Heidelberg, pp.586--598 (April 10-12, 2006).
  98. Raffi R. Kamalian, Reic Yeh, Ying Zhang, Alice M. Agogino, and Hideyuki Takagi, "Reducing Human Fatigue in Interactive Evolutionary Computation through Fuzzy Systems and Machine Learning Systems," 2006 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2006), pp.3295-3301, Vancouver, Canada (July 16-21, 2006).
  99. Shangfei Wang, Xufa Wang, and Hideyuki Takagi, "User Fatigue Reduction by an Absolute Rating Data-trained Predictor in IEC," 2006 IEEE Congress on Evolutionary Computation, pp.7959-7964, Vancouver, Canada (July 16-21, 2006).
  100. Raffi R. Kamalian, Alice M. Agogino, and Hideyuki Takagi, "Interactive Evolutionary CAD System for MEMS Layout Synthesis," 2006 IEEE International Conference on Systems, Man, and Cybernetics (SMC2006), Taipei, Taiwan, pp.3469--3474 (October 8-11, 2006).
  101. Shinya Henmi, Shino Iwashita, and Hideyuki Takagi, "Interactive Evolutionary Computation with Evaluation Characteristics of Multi-IEC Users," 2006 IEEE International Conference on Systems, Man, and Cybernetics (SMC2006), Taipei, Taiwan, pp.3475--3480 (October 8-11, 2006).
  102. Alexandra Melike Brintrup and Hideyuki Takagi, "The Effect of User Interaction Mechanisms in Multi-objective IGA,'' Genetic and Evolutionary Computation Conference (GECCO2007), London, U.K., pp.2629-2632 (July, 2007).
  103. Raffi R. Kamalian, Alice M. Agogino, and Hideyuki Takagi, "Use of Interactive Evolutionary Computation with Simplified Modeling for Computationally Expensive Layout Design Optimization,'' IEEE Congress on Computational Intelligence (CEC2007), Singapore, pp.4124-4129 (Sept., 2007).
  104. Jan Dolinsky and Hideyuki Takagi, "Synthesizing Handwritten Characters Using Naturalness Learning," 5th International Conference on Computational Cybernetics (ICCC2007), Gammarth, Tunisia, pp.101-106, (Oct. 19-21, 2007).
  105. Jan Dolinsky and Hideyuki Takagi, "Synthesizing Handwritten Characters Using Naturalness Learning," 5th International Conference on Computational Cybernetics (ICCC2007), Gammarth, Tunisia, pp.101-106, (Oct. 19-21, 2007), Lecture Notes LNCS4984, Springer-Verlag Berlin Heidelberg, pp.248--257 (2008).
  106. Kimio Shiraishi, Yoshihiro Kanazawa , Mutsumi Saito, Hideyuki Takagi and Toshifumi Sakata, "Measurement of Tinnitus Using Interactive Evolutionary Computation,"2nd International Symposium on Design of Artificial Environments, Fukuoka, Japan, pp.126-127 (Nov. 29 - Dec. 1, 2007).
  107. Hideyuki Takagi, "Directing the Emotions of Video Movie Viewers Using Interactive Evolutionary Computation based on Physiological Data," 2nd International Symposium on Design of Artificial Environments, Fukuoka, Japan, pp.244-247 (Nov. 29 - Dec. 1, 2007).
  108. Hideyuki Takagi, "New types of IEC Applications and Latest Research on Reducing User Fatigue," 8th International Conference on Adaptive Computing in Design and Manufacture (ACDM2008), Clifton, Bristol, UK (April 29 - May 1, 2008).
  109. Makoto Inoue and Hideyuki Takagi, "Layout Algorithm for an EC-based Room Layout Planning Support System," IEEE Conference on Soft Computing in Industrial Applications (SMCia2008), Muroran, Hokkaido, Japan, pp.165-170 (June 25-27, 2008).
  110. Hideyuki Takagi, "New Topics from Recent Interactive Evolutionary Computation Researches", 12th Int. Conf. on Knowledge-Based Intelligent Information and Engineering Systems (KES2008), Zagreb, Croatia, p.14 (Sept. 3-5, 2008), Lecture Note in Computer Science, vol. 5177, p.14 (2008).
  111. Yu Nakano and Hideyuki Takagi, "Influence of Quantization Noise in Fitness on the Performance of Interactive PSO," IEEE Congress on Evolutionary Computation (CEC2009), Trondheim, Norway, pp.2146-2422 (2009).
  112. Makoto Inoue and Hideyuki Takagi, "EMO-based Architectural Room Floor Planning," IEEE International Conference on Systems, Man and Cybernetics (SMC2009), San Antonio, TX, USA, pp.524-529 (October 12-14, 2009).
  113. Hideyuki Takagi, "New Frameworks of Interactive Evolutionary Computation," The 5th International Conference on Computational Intelligence & Applications (IWCIA2009), Higashi-Hiroshima, Japan, p.2 (Novemver 10-12, 2009).
  114. Hideyuki Takagi and Denis Pallez, "Paired Comparison-based Interactive Differential Evolution," The first World Congress on Nature and Biologically Inspired Computing (NaBIC2009), Coimbatore, India, pp.375-480 (December, 9-11, 2009).
  115. Makoto Inoue and Hideyuki Takagi, "Proposal of F-F-Objective Optimization for Many Objectives and its Evaluation with a 0/1 Knapsack Problem," The Second World Congress on Nature and Biologically Inspired Computing (NaBIC2010), Kitakyushu, Japan, pp.520 - 525 (December, 15-17, 2010).
  116. Yan Pei and Hideyuki Takagi, "Accelerating Evolutionary Computation with an Elite Obtained in Projected One-Dimensional Spaces", 5th International Conference on Genetic and Evolutionary Computing, Kinmen/Taiwan and Xiamen/China, pp.89-92 (Aug.29-Sept.1, 2011).
    DOI: 10.1109/ICGEC.2011.30
  117. Ryohei Funaki and Hideyuki Takagi, "Acceleration Methods with a Gravity Vector and a Moving Vector for both Differential Evolution and Interactive Differential Evolution", 5th International Conference on Genetic and Evolutionary Computing, Kinmen/Taiwan and Xiamen/China, pp.287-290 (Aug.29-Sept.1, 2011).
    DOI: 10.1109/ICGEC.2011.71
  118. Yan Pei and Hideyuki Takagi, "A Novel Traveling Salesman Problem Solution by Accelerated Evolutionary Computation with Approximated Cost Matrix in Industrial Application", 2nd International Conference of Soft Computing and Pattern Recognition (SoCPaR 2011), Dalian, China, pp.39-44 (Oct. 14-16, 2011).
    DOI: 10.1109/SoCPaR.2011.6089092
  119. Yan Pei and Hideyuki Takagi, "A Survey on Accelerating Evolutionary Computation Approaches", 2nd International Conference of Soft Computing and Pattern Recognition (SoCPaR 2011), Dalian, China, pp.201-206 (Oct. 14-16, 2011).
    DOI: 10.1109/SoCPaR.2011.6089140
  120. Yan Pei and Hideyuki Takagi, "Comparative evaluations of evolutionary computation with elite obtained in reduced dimensional spaces," 3rd International Conference on Intelligent Networking and Collaborative Systems (INCoS2011), pp.35-40, Fukuoka, Japan (Nov.30 - Dec.2/2011).
    DOI: 0.1109/INCoS.2011.66
  121. Yan Pei and Hideyuki Takagi, "Fourier analysis of the fitness landscape for evolutionary search acceleration," IEEE Congress on Evolutionary Computation (CEC2012), pp.1-7, Brisbane, Australia (June 10-15, 2012).
    DOI: 10.1109/CEC.2012.6252924
  122. Yan Pei and Hideyuki Takagi, "Comparative study on fitness landscape approximation with Fourier transform," 6th Int. Conf. on Genetic and Evolutionary Computing (ICGEC2012), Kitakyushu, Japan, pp.400-403 (Aug. 25-28, 2012).
    DOI: 10.1109/ICGEC.2012.74
  123. Jingye Ma and Hideyuki Takagi, "Design of composite image filters using interactive genetic programming," 3rd Int. Conf. on Innovations in Bio-Inspired Computing and Applications, Kaohsiung, Taiwan, pp.274-279 (Sept. 26-28, 2012).
    DOI: 10.1109/IBICA.2012.45
  124. Yan Pei, Shaoqiu Zheng, Ying Tan, and Hideyuki Takagi, "An empirical study on influence of approximation approaches on enhancing fireworks algorithm," IEEE Int. Conf. on Systems, Man, and Cybernetics (SMC 2012), Seoul, Korea, pp.1322-1327 (Oct. 14-17, 2012).
    DOI: 10.1109/ICSMC.2012.6377916
  125. Yan Pei and Hideyuki Takagi,"Triple and Quadruple Comparison-Based Interactive Differential Evolution and Differential Evolution," 12th Workshop on Foundations of Genetic Algorithms XII (FOGAXI), Adelaide, Australia, pp.173-182 (16-20 January, 2013).
    DOI: 10.1145/2460239.2460255
  126. Yan Pei and Hideyuki Takagi, "Approximating and Analyzing Fitness Landscape for Evolutionary Search Enhancement," Satellite Workshop on Problem, Landscape Analysis, Automated Algorithm Selection and Adaptation in Optimization at Foundations of Genetic Algorithms (FOGA2013) Workshop XII, Adelaide, Australia (Jan., 16-20, 2013).
  127. Hideyuki Takagi, "Interactive evolutionary computation for analyzing human characteristics," Symposium on Emergent Trends in Artificial Intelligence & Robotics, (SETINAIR2013), Kosice, Slovakia, (Sept. 15-17, 2013).
  128. Yan Pei and Hideyuki Takagi, "Fitness Landscape Approximation by Adaptive Support Vector Regression with Opposition-Based Learning," 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC2013), pp.1329-1334, Manchester, UK (Oct. 13-16, 2013).
  129. Yan Pei, Hideyuki Takagi, Qiangfu Zhao and Yong Liu, "A comprehensive analysis on optimization performance of chaotic evolution and its parameter distribution," 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC2014), pp. 3496-3501, San Diego, CA, USA (Oct. 5-8, 2014).
  130. Makoto Inoue, Megumu Hiramoto, Muneyuki Unehara, Koichi Yamada, and Hideyuki Takagi, "Evaluation of hybrid optimization with EMO and IEC for architectural floor planning,"Joint 7th Int. Conf. on Soft Computing and Intelligent Systems and 15th Int. Symposium on Advanced Intelligent Systems, Kitakyushu, Japan, pp.54-61 (Dec. 3-6, 2014).
  131. Yan Pei and Hideyuki Takagi, "Local Information of Fitness Landscape Obtained by Paired Comparison-Based Memetic Search for Interactive Differential Evolution," 2015 IEEE Congress on Evolutionary Computation, Sendai, Japan, pp.2215-2221 (May 25-28, 2015).
  132. Noboru Murata, Ryuei Nishii, Hideyuki Takagi, and Yan Pei, "Analytical Estimation of the Convergence Point of Populations," 2015 IEEE Congress on Evolutionary Computation, Sendai, Japan, pp.2619-2624 (May 25-28, 2015).
  133. Jun Yu and Hideyuki Takagi, "Clustering of Moving Vectors for Evolutionary Computation," 7th International Conference on Soft Computing and Pattern Recognition (SoCPaR2015), pp.169-174, Fukuoka, Japan (November 13-15, 2015).
  134. Jun Yu, Yan Pei and Hideyuki Takagi, "Accelerating Evolutionary Computation Using Estimated Convergence Point," IEEE Congress on Evolutionary Computation, Vanvouver, Canada, pp.1438-1444 (July 24-29, 2016).
  135. Jun Yu and Hideyuki Takagi, "Estimation of Convergence Points of Population Using an Individual Pool," 10th International Workshop on Computational Intelligence & Applications(IWCIA2017), Hiroshima, Japan, pp.XXX-YYY (November 11-12, 2017). (accepted).

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TUTORIAL PAPERS for JOURNALS

  1. Hideyuki Takagi, "Ambiguity and Intelligent Information Processing," J. of Inst. System, Control, and Information Engineers, Vol.34, No.5, pp.263-273 (1990) (in Japanese).
  2. Hideyuki Takagi, "Fuzzy Knowledge Information Processing," Journal of The China Society for Scientific and Technical Information, pp.27--29, (translated by YoungFu Chen and HanLong Liu) (1990) (in Chinese).
  3. Hideyuki Takagi, "Neural Networks, Part. I: introduction of Japanese tutorial papers and books," J. of SOFT, Vol.4, No.3, pp.29-34 (1992) (in Japanese).
  4. Hideyuki Takagi, "Neural Networks, Part. II: introduction for beginners," J. of SOFT Vol.4, No.4, pp.664-675 (1992) (in Japanese).
  5. Hideyuki Takagi, "Neural Networks, Part. III: cooperation with fuzzy logic," J. of SOFT, Vol.4, No.6, pp.1086-1097 (1992) (in Japanese).
  6. Hideyuki Takagi, "Fusion Technology of Fuzzy System, Neural Networks, and Genetic Algorithms: FS+NN and FS+GA," J. of SICE, Vol.33, No.1, pp.33-39 (1994) (in Japanese).
  7. Seiichi Nakagawa and Hideyuki Takagi, "Statistical methods for comparing pattern recognition algorithms and comments on evaluating speech recognition performance," J. of ASJ, Vol.50, No.10, pp.849-854 (1994) (in Japanese).
  8. Hideyuki Takagi, "Neural Networks, Fuzzy Systems, and Genetic Algorithms for Intelligent Systems," J. of Artificial Intelligence in Dentistry, Vol.6, No.1, pp.19-28 (1996) (in Japanese).
  9. Hideyuki Takagi, "Cooperation of Genetic Algorithms and Fuzzy Logic," J. of SOFT, Vol.10, No.4, pp.602-612 (1998) (in Japanese).
  10. Hideyuki Takagi, Tatsuo Unemi, Takao Terano, "Perspective on Interactive Evolutionary Computing," J. of Japan Society for Artificial Intelligence, vol.13, no.5 pp.692-703 (1998) (in Japanese).
  11. Hideyuki Takagi, "Perspective on Technologies relecting KANSEI," J. of SOFT, Vol.11, No.6, pp.981-983 (1999) (in Japanese).
  12. Hideyuki Takagi, "Interactive Evolutionary Computation," J. of Japan Society for Simulation Technology, vol.23, no.3, pp.21-26 (2004) (in Japanese).
  13. Hideyuki Takagi, "Design and Measurement with Interactive Evolutionary Computation," J. of the Scociety of Instrument and Control Engineeris, vol.44, no.1, 6-11 (2005) (in Japanese).
  14. Hideyuki Takagi and Yutaka Tochihara, "The 21st Century Center of Excellence (COE) Program ``Design of artificial environmens on the basis of human sensibility'','' J. of Japan Society for Fuzzy Theory and Intelligent Informatics, vol.17, no.4, pp.432--437 (2005) (in Japanese).
  15. Hideyuki Takagi, "Practical Statistical Tests and Machine Learning -- I -- Significance Tests Between Two Groups --," ISCIE Journal 'Systems, Control and Information', vol.58, no.8, pp.346-352 (Aug., 2014) (in Japanese).
  16. Hideyuki Takagi, "Practical Statistical Tests and Machine Learning -- II -- Significance Tests Among More Than Two Groups --," ISCIE Journal 'Systems, Control and Information', vol.58, no.10, pp.432-438 (Oct., 2014) (in Japanese).
  17. Hideyuki Takagi, "Practical Statistical Tests and Machine Learning -- III -- Significance Tests for Human Subjective Tests --," ISCIE Journal 'Systems, Control and Information', vol.58, no.12, pp.514-520 (Dec., 2014) (in Japanese).

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BOOKLET REPORTS

  1. Hideyuki Takagi et al., "Neuro-Fuzzy Fusion Technology in Industry," Electric Society Technical Report No.604, (Sept., 1996) (in Japanese)

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REPORTS for JOURNALS

 
  1. Hideyuki Takagi, "Conference Report: International Conference on Fuzzy Logic and Neural Networks," J. of SOFT, vol.2, no.4, pp.527-530 (1990) (in Japanese)
  2. Hideyuki Takagi, "BOOK REVIEW: Kobayashi, Yamakawa, and Fukushima: Near Future of Next Generation Computer - Direction of AI, Fuzzy Logic, and Neural Networks-," J. of SOFT, Vol.3, No.1, pp.79-80 (1991) (in Japanese)
  3. Hideyuki Takagi, "Visiting Research Report at UC Berkeley, ", Newsletter of Jpanaese Neural Network Society, vol.4, no.4, pp.3-4 (1992) (in Japanese).
  4. Hideyuki Takagi, "Term Commentary: Soft Computing", J. of SOFT, vol5, no.2, p.291 (1993) (in Japanese).
  5. Hideyuki Takagi, "Video Review: Fuzzy logic and Neural Networks for Computer Vision," IEEE Trans. on Neural Networks, Vol.4, No.5, pp.891-892 (1993)
  6. Hideyuki Takagi and Kenichi Nishio, "Talks of Visiting Fellows of University of California at Berkeley," J. of SOFT, vol.6, no.1, pp.109-114 (1994) (in Japanese)
  7. Hideyuki Takagi, "Recognition rate was improved. Really ?" J. of ASJ, Vol.50, No.6, p.506 (1994) (in Japanese)
  8. Hideyuki Takagi, "Conference Report: ISE'94 Workshop on Neuro Fuzzy Systems," J. of SOFT, vol.6, no.6, p.84 (1994) (in Japanese)
  9. Hideyuki Takagi, "Foreword" for Li, Luo, Wang, Fuzzy Neural Network, Guizhou Keji Publisher (1994) (in Chinese)
  10. Hideyuki Takagi, "My recommendable book," J. of ASJ, vol.52, no.8, p.662 (1996) (in Japanese)
  11. Hideyuki Takagi and Geuntaek Kang, "Report: Korea-Japan Joint Overnight Meeting for Students and Young Researchers," J. of SOFT, vol.10, no.4, pp.687-689 (1998) (in Japanese)
  12. Hideyuki Takagi, "BOOK REVIEW: My Life and Travels with the Father of Fuzzy Logic by Mrs. Zadeh," J. of SOFT, vol.10, no.5, pp.842-843 (1998) (in Japanese)
  13. Hideyuki Takagi,"Preface", Journal of Intelligent and Fuzzy Systems, vol. 6, no.1, p.1 (1998).
  14. Hideyuki Takagi, "Report: the Second Korea-Japan Joint Overnight Workshop (KJJOW'99)," J. of SOFT, vol.12, no.1, pp.35-36 (2000) (in Japanese).
  15. Naoyuki Kubota and Hideyuki Takagi, "Paperless at SOFT," J. of SOFT, vol.15, no.5, pp.656-657 (2003) (in Japanese).
  16. Hideyuki Takagi and Hitoshi Iba, "Preface: Interactive Evolutionary Computation," New Generation Computing, vol.23, no.2, pp.113-114 (2004).
  17. Hideyuki Takagi, "Preface for Special Issues on Humanized Computational Intelligence,'' J. of SOFT, vol.18, no.4, p.506 (2006) (in Japanese).
  18. Hideyuki Takagi, "Conference Report: 2nd World Congress on Nature and Biologically Inspired Computing (NaBIC2010)," J. of the Japanese Society for Artificial Intelligence, vol.26, no.3, pp.307-308 (2011) (in Japanese).

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CONFERENCE PAPERS (Japanese Domestic) (in Japanese)

 

  1. H.Takagi, T.Konishi, K.Fukudome and H.Date, "Study on Tracking Error for Two-Dimensional Recording and Recording and Reproduction of Acoustic Signal," Spring meeting of ASJ 1-5-13, pp.207-208 (June, 1979) (in Japanese)
  2. H.Date and H.Takagi, "Possibility for improvement of acoustic feedback stability by means of linear prediction," autumn meeting of ASJ 1-4-21, pp.257-258 (Oct. 1981) (in Japanese)
  3. H.Takagi, A.Nakajima, H.Kusuhara and F.Maehara, "Application of Japanese Linguistical Statistics to Speech Recognition," spring meeting of ASJ 1-4-21, pp.41-42 (Mar., 1985) (in Japanese)
  4. S.Kabasawa and H.Takagi, "Investigation of Instructions for Voice Input," autumn meeting of ASJ 2-4-12, pp.73-74 (Sept., 1985) (in Japanese)
  5. S.Kabasawa and H.Takagi, "Investigation of Instructions to get expected input," 1st Human Interface Symposium, pp.421-424 (Oct., 1985) (in Japanese)
  6. H.Takagi, H.Kusuhara and E.Tsuboka, "Evaluation of Japanese Linguistical Statistics for Text Entry by Voice," spring meeting of ASJ 1-1-25, pp.49-50 (Mar., 1986) (in Japanese)
  7. H.Takagi, H.Kusuhara and E.Tsuboka, "Speech Recognition Error Correction using Mono-syllable Conjunctions Dictionary," annual meeting of IEICE (1387), p.6_29 (Mar., 1986) (in Japanese)
  8. S.Kabasawa, N.Hara, H.Takagi and E.Tsuboka, "A data base for continuous speech recognition," autumn meeting of ASJ 1-3-10, pp.19-20 (Oct., 1986) (in Japanese)
  9. H.Takagi, S.Kabasawa and E.Tsuboka, "Phoneme Recognition using Japanese Linguistical Statistic," autumn meeting of ASJ 2-3-18, pp.87-88 (Oct., 1986) (in Japanese)
  10. H.Takagi, "Subjective Assessment of Voice-Activated Word-Processor," 2nd Human Interface Symposium, pp.357-360 (Oct., 1986) (in Japanese)
  11. M.Sannomiya, H.Takagi, S.Kabasawa, and T.Mio, "Subjective Assessment of Voice Entry and Keyboard Entry," spring meeting of ASJ 3-5-10, pp.109-110 (Mar., 1987) (in Japanese)
  12. E.Tsuboka, H.Takagi and N.Hara, "Phoneme Pattern Expression with Dynamic Characteristics," autumn meeting of ASJ 3-3-6, pp.101-102 (Oct., 1987) (in Japanese)
  13. H.Takagi and E.Tsuboka, "Pseudo-Formant Extraction by Neural Net," spring meeting of ASJ 3-P-11, pp.249-250 (Mar., 1988) (in Japanese)
  14. H.Takagi and N.Hara, "Prosody Control by Neural Net - a case of Pitch Control -," spring meeting of ASJ 3-P-12, pp.251-252, (Mar., 1988) (in Japanese)
  15. I.Hayashi and H.Takagi, "Formulation of Fuzzy Reasoning by Neural Network," Fuzzy System Symp. of IFSA Japan, pp.55-60 (May, 1988) (in Japanese)
  16. I.Hayashi and H.Takagi, "Artificial_Neural_Network-Driven Fuzzy Reasoning that Self-Learns Reasoning Rules," 14th system symp. of SICE, pp.59-64 (Aug., 1988) (in Japanese)
  17. H.Takagi and I.Hayashi, "Artificial_Neural_Network-Driven Fuzzy Reasoning," autumn meeting of IEICE D-169 (Sept., 1988) (in Japanese)
  18. I.Hayashi H.Nomura, H.Takagi and K.Nagasaka, "Proposal of Artificial_Neural_Network-Driven Fuzzy Reasoning," Intelligence system Symp. of SICE KANSAI branch, pp.31-36 (Sept., 1988) (in Japanese)
  19. T.Kouda, H.Takagi and Y.Shimeki, "Recognition of Hand-written Alphanumeric Characters by Artificial Neural Network - Study of Model Size and Number of Learning Data -," Techn. Report of IEICE, RTU88-57 (Sept., 1988) (in Japanese)
  20. H.Takagi, "Application of Neural Network for Speech, Image, and Control," 2nd worksh. of NEURO COMPUTER (Sept., 1988) (in Japanese)
  21. H.Takagi and E.Tsuboka, "Phonetic Segmentation by Artificial Neural Network," autumn meeting of ASJ 2-P-7, pp.215-216 (Oct., 1988) (in Japanese)
  22. H.Takagi, panel discussion "Approach to Intelligence System - from Neural Network Research Side -," associative meeting of five society (Dec., 1988) (in Japanese)
  23. H.Takagi, "Approach to Expert System from Neural Network Research Side," civil engineering society (Jan., 1989) (in Japanese)
  24. E.Tsuboka and H.Takagi, "Time-Variant Parameter Hidden Markov Model," spring meeting of ASJ 1-6-17, pp.33-34 (Mar., 1989) (in Japanese)
  25. H.Takagi, S.Sakaue and H.Togawa, "Fast Learning Algorithm for Artificial Neural Network using Non-Linear Optimization Method," spring meeting of IEICE SD-1-12i, pp.7_305-7_306 (Mar., 1989) (in Japanese)
  26. S.Sakaue, H.Takagi, T.Kouda, Y.Shimeki and H.Togawa, "Evaluation of Non-Linear Optimization Method Applied to Learning of Artificial Neural Network," spring meeting of IEICE SD-1-13, pp.7_307-7_308 (Mar., 1989) (in Japanese)
  27. T.Kouda, S.Sakaue, H.Takagi and Y.Shimeki, "Recognition of Alphanumeric Characters by Artificial Neural Network - Study of Reduction of calculation and learning time -," Techn. Report of IEICE, RTU88-151 (Mar., 1989) (in Japanese)
  28. T.Kouda, S.Sakaue, H.Yamamoto, H.Takagi and Y.Shimeki, "Fast Back-propagation Learning Methods with New Estimation Function," autumn meeting of IEICE SD-1-13, pp.7_307-7_308 (Sept. 1989) (in Japanese)
  29. S.Sakaue, H.Takagi, T.Kouda, H.Yamamoto and Y.Shimeki, "Fast Learning Method of Artificial Neural Network Applied to Image Coding," autumn meeting of IEICE D-209, p.6_210 (Sept., 1989) (in Japanese)
  30. H.Takagi, "Aim at Intelligent System - harmonization of neural network, fuzzy reasoning, and expert system -," cooperate meeting of AI research and Information Soc. of CHUBU branch, (July, 1989) (in Japanese)
  31. J.Nakahasi, E.Tsuboka and H.Takagi, "Time-Variant Parameter Hidden Markov Model -Evaluation for real context-," autumn meeting of ASJ 1-1-19, pp.37-38 (Oct., 1989) (in Japanese)
  32. H.Takagi, "Learning of Neural Network and the Boundary Research Field between Fuzzy Theory and Neural Network," SOFT Kansai Branch symposium (Nov., 1989) (in Japanese)
  33. R. Suzuki, M. Misaki, and H. Takagi, "The noise reduction algorithm using an auditory peripheral system," spring meeting of IEICE A-253, p.1_253 (Mar., 1990) (in Japanese)
  34. J.Nakahasi, E.Tsuboka and H.Takagi, "Japanese Phoneme Recognition using Time-Variant Mean vector Hidden Markov Model (TVMHMM)," spring meeting of ASJ 2-P-25, pp.169-170 (Mar., 1990) (in Japanese)
  35. H.Takagi and K.Obara, "Auditory model having Hypothetical Function, and Formant Extraction by Neural Networks," Autumn meeting of ASJ, (Sept., 1990) (in Japanese)
  36. J.Nakahasi, E.Tsuboka and H.Takagi, "Speaker-independent isolated digit recognition using time-variant mean vector Hidden Markov Model (TVMHMM)," autumn meeting of ASJ 1-8-20, pp.39-40 (Sept., 1990) (in Japanese)
  37. H.Takagi, "fusion technology of neural networks and fuzzy logic: NN 1#1 fuzzy logic and fuzzy logic 1#1 NN," Annual Report of AI application research group, Chapter 2, Section 2.9, pp.105-120, Foundation of Kansai Information Center (Oct., 1990)(in Japanese)
  38. Y. Kojima, T. Kohda, H. Takagi, Y. Shimeki, "A study of generalization of artificial neural networks," autumn meeting of IEICE D-5, p.6_5, (Oct., 1990) (in Japanese)
  39. H.Takagi and K.Obara, "Auditory Model Based on Homomorphic Signal Analysis and Formant Extraction Model," Techn. Report of ASJ, H-90-55, pp.1-7 (Nov., 1990) (in Japanese)
  40. H.Takagi, "The spread of NN into consumer electronics - Implementation of logic into NN -," Symposium on Neural-networks; Alliance and Perspective in Senri (SYNAPSE'91), memorandum (May, 1991)(in Japanese)
  41. S.Nakagawa and H. Takagi, "Test of Significant Difference for pattern recognition," IEICE Technical Report SPREC-91-7 (July 15, 1991)(in Japanese)
  42. T. Mekata, Y. Yoshizumi, Y. Yamada, and H. Takagi, "Noise reduction using neural networks and auditory filter bank," autumn meeting of IEICE A-106, p.1_106 (Sept., 1991) (in Japanese)
  43. T. Mekata, Y. Yoshizumi, Y. Yamada, and H. Takagi, "Noise reduction using neural networks," autumn meeting of ASJ 3-7-50, pp.403-404, (Oct., 1991) (in Japanese)
  44. Hideyuki Takagi, "Genetic Algorithms for Fuzzy Systems and Fuzzy Systems for Genetic Algorithms," 2nd Kansai joint meeting of Information Society (July, 1994) (in Japanese) (in Japanese)
  45. Hideyuki Takagi "Fuzion Technologies of Neural Networks, Fuzzy Systems, and Genetic algorithms and Their Industrial Applications," Electric Society, Dept. of Industrial Application, Matsuyama, Ehime (August 24-26, 1994)(in Japanese)
  46. Tatsumi Watanabe and Hideyuki Takagi, "Enhancement of Distorted Speech using Interactive GA," 11th Fuzzy System Symposium, pp.183-186, Okinawa, (July, 1995) (in Japanese).
  47. Hideyuki Takagi, Hideyuki Takagi, "NN/FS/GA for intelligent processing," Joint Conference of 21st Dental AI Research Group / 5th Japan Computer Dental Medical Society, Fukuoka (January, 1996) (in Japanese).
  48. Hideyuki Takagi and Kimiko Ohya, "Improvement of input interface for interactive genetic algorithms and its evaluation," IEICE D-156, p.156 (March, 1996) (in Japanese).
  49. Takeshi Takeda and Hideyuki Takagi, "Estimation of the movement of head and eyes for nonverbal interface," 38th Human Interface News and Report, Vol.11, pp.143-148 (April 25, 1996) (in Japanese).
  50. Hideyuki Takagi, Kimiko Ohya, and Miho Ohsaki, Improvement of Input Interface for Interactive Genetic Algorithms abd its Evaluation," 12th Fuzzy System Symposium, Tokyo, pp.513-516 (June 4-7, 1996) (in Japanese).
  51. Shin'ichi Kamohara, Hideyuki Takagi, and Takeshi Takeda, "Control rule acquisition for arm wrestling in virtual reality," 12th Fuzzy System Symposium, Tokyo, pp.487-490 (June 4-7, 1996) (in Japanese).
  52. Takeshi Takeda and Hideyuki Takagi, "Movement Method of Head and Eyes for Computer Graphics," IEICE A-15-9 (March, 1997) (in Japanese).
  53. Ken Aoki and Hideyuki Takagi, "3-D CG Lighting Design Support System using Interactive GA," IEICE A-15-30 (March, 1997) (in Japanese).
  54. Ken Aoki and Hideyuki Takagi, "Lighting Design Support on 3-D CG," 13th Fuzzy System Symposium, Toyama, pp.311-314 (June 4-6, 1997) (in Japanese).
  55. Takeo Ingu, Hideyuki Takagi, and Miho Ohsaki, "Improvement of Interface for Interactive Genetic Algorithms - Proposal for Fast GA Convergence -," 13th Fuzzy System Symposium, Toyama, pp.859-862 (June 4-6, 1997) (in Japanese).
  56. Hideyuki Takagi and Ken Aoki, "Interactive Evolutionary Computation: from creativity support to engineering applications," Workshop on Interactive Evolutionary Computation, pp.1-6, Fukuoka, Japan (March, 1998) (in Japanese).
  57. Hideyuki Takagi Miho Ohsaki, and Takeo Ingu, "The Methods to Reduce the Burden of Human Interactive EC Operators," Workshop on Interactive Evolutionary Computation, pp.47-52, Fukuoka, Japan (March, 1998) (in Japanese).
  58. Miho Ohsaki and Hideyuki Takagi, "Application of Interactive Evolutionary Computation to Digital Hearing Aids Fitting", 14th Fuzzy System Symposium, Gifu, pp.193-194 (June 3-5, 1998) (in Japanese)
  59. Chin Huat Ewe, Hideyuki Takagi, and Takashi Takeda, "Expression of sex and age in movement of 3-D CG head," Joint Technical Meeting of Kyushu Chapters of Electric Related Societies, p.159, Beppu, Ohita, Japan (Oct., 1998) (in Japanese)
  60. Katsuhiro Kishi and Hideyuki Takagi, "Developing Montage System for Study on Interactive Evolutionary Computation," SOFT 3rd Workshop on Evaluation of Heart and Mind, pp.15-18, Gamagoori, Aichi, Japan (Nov. 28-29, 1998) (in Japanese).
  61. Hideyuki Takagi and Miho Ohsaki, "Automatic optimization of hearing aids based on how user hears," Annual Meeting of Acoustic Society of Japan, 1-2-18, pp.359-360 (March, 1999) (in Japanese).
  62. Miho Ohsaki, Takeshi Tsumura, Hideyuki Takagi, and Mayumi Shimada, "Evaluation of IEC fitting system on speech hearing," Annual Meeting of Acoustic Society of Japan, 1-2-19, pp.361-362 (March, 1999) (in Japanese).
  63. Miho Ohsaki, Takeshi Tsumura, Hideyuki Takagi, and Mayumi Shimada, "Application of IEC fitting system to music hearing," Annual Meeting of Acoustic Society of Japan, 1-2-20, pp.363-364 (March, 1999) (in Japanese).
  64. Miho Ohsaki and Hideyuki Takagi, "Evaluation of an Interactive EC-based Fitting System for Digital Hearing Aids," 15th Fuzzy System Symposium, pp.381-384 (June 2-5, 1999) (in Japanese).
  65. Katsuhiro Kishi and Hideyuki Takagi, "Evaluation of On-line Knowledge Embedding for Interactive Evolutionary Computation," 15th Fuzzy System Symposium, pp.379-380 (June 2-5, 1999) (in Japanese).
  66. Toshihiko Noda, Hideyuki Takagi, and MingZhi Zhang, "Construction of a Psychological Factor Space for an IGA-based Image Retrieval System and Subjective Test for the System," 15th Fuzzy System Symposium, pp.683-684 (June 2-5, 1999) (in Japanese).
  67. Takeo Ingu and Hideyuki Takagi, "Evaluation of Accelerating a GA Convergence by Fitting a Single-Peak Function," 15th Fuzzy System Symposium, pp.117-120 (June 2-5, 1999) (in Japanese).
  68. Hideyuki Takagi, "Auto-optimization for sytems based on KANSE: from art to engineering and ausement," Fukuoka Academy-Industry Joint Plaza'99, Fukuoka, Japan, pp.64-69 (Oct., 1999) (in Japanese).
  69. Shigekiyo Fujii, Hideyuki Takagi, Miho Ohsaki, and Yasuhiko Arai, "Knowledge Acquisition for Compensation for hearing impairment based on IEC Fitting," Technical Report of ASJ, H-99-121 (Dec. 17, 1999) (in Japanese).
  70. Toshihiko NODA, Dong ZHAO, Hideyuki Takagi, and Akito TERAOKA "Media Database Retrieval and Conversion System based on Impression," SOFT Kyushu Chapter Meeting, Saga, pp.1-4 (Dec. 18, 1999) (in Japanese).
  71. Yukichi Todoroki and Hideyuki Takagi, "User Interface of an Interactive Evolutionary Computation for Speech Processing," SOFT Kyushu Chapter Meeting, Saga, pp.13-16 (Dec., 18, 1999) (in Japanese).
  72. Norimasa Hayashida and Hideyuki Takagi, "Introduction of an Active Selection to the Interactive Evolutionary Computation by Using Multi-dimentional Data Visualization," SOFT Kyushu Chapter Meeting, Saga, pp.17-20 (Dec. 18, 1999) (in Japanese).
  73. Kei Ohnishi and Hideyuki Takagi, "Proposal of an Algorithm Inspired by Biological Development," SOFT Kyushu Chapter Meeting, Saga, pp.71-76 (Dec. 18, 1999) (in Japanese).
  74. Masahiro Watanabe, Shinichi Sakamoto, Miho Ohsaki, and Hideyuki Takagi, "Development of an IEC fitting system for commercial hearing aids," Technical Report of ASJ, H-2000-6 (Jan. 27, 2000).
  75. Miho Ohsaki, Hideyuki Takagi, Masahiro Watanabe, and Shinichi Sakamoto, "Development and evaluation of an IEC-based hearing aids fitting system for practical use - Application to a conventional hearing aid," Annual Meeting of Acoustic Society of Japan, 2-10-1, pp.331-332 (March, 2000) (in Japanese).
  76. Akihiro Kimura, Tsutomu Iwasaki, Yoshiyuki Kitajima, Hideyuki Takagi, and Takashi Takeda, "Development of Fish Shape Generator based on Interactive Evolutionary Computation," Joint Technical Meeting of Kyushu Chapters of Electric Related Societies, p.525, Fukuoka, Japan (September ***, 2000) (in Japanese).
  77. Tsutomu Iwasaki, Akihiro Kimura, Yuokichi Todoroki, Yuichiro Hirose, Hideyuki Takagi, and Takashi Takeda, "Interactive Virtual Aquarium (1st report)," 5th Annual Conference of the Virtual Reality Society of Japan, pp.141-144 (September 18-20, 2000) (in Japanese)
  78. Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya, "3D Modeling Support Mechanism by Using Interactive Evolutionary Computation," Tech. Report of IEICE, Vol.100, No.461, IE2000-78, pp.1-8 (November 21-22, 2000) (in Japanese).
  79. Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya, "A 3D Modeling System Using Interactive Evolutionary Computation," HINOKUNI Information Symposium 2001, JSIP Kyushu Chapter, Fukuoka, Japan, pp.216-3223 (March 8-9, 2001) (in Japanese).
  80. Kei Ohnishi and Hideyuki Takagi, "Optimization Method Using Information on Fitness Landscape," 17th Fuzzy System Symposium, Chiba, Japan (September 5-7, 2001) (in Japanese).
  81. Miho Ohsaki and Hideyuki Takagi, "Evaluation of practical use of the IEC Fitting," 11th SOFT Tokai Fuzzy Meeting, Chita, Aichi, pp.1.1-1.4 (Sept., 2001) (in Japanese).
  82. Hideyuk Takagi and Yukichi Todotoki, "A Study on CG Creation with an Interactive Evolutionary Computation and Autonomouse Decentralized Model of Swimming Fishes," The 6th Virtual Reality Society of Japan Annual Conference, Nagasaki, pp.271-272 (September 18-20, 2001) (in Japanese).
  83. Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya, "Prototyping and Evaluation of a 3D Modeler for Aiding Concept Formation," The 6th Virtual Reality Society of Japan Annual Conference, Nagasaki, pp.471-478 (September 18-20, 2001) (in Japanese).
  84. Norimasa Hayashida and Hideyuki Takagi, "Acceleration of EC Convergence with Landscape Visualization and Human Intervention," MPS Symposium (Evolutionary Computation Symposium), IPSJ Symposium Series, vol.2001, no.12, pp.41-48, Kyotanabe, Kyoto (October 18-19, 2001) (in Japanese).
  85. Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya, "Prototyping and Evaluation of a Complementary Design System Using Interactive Evolutionary Computation and a Geometric Modeler," MPS Symposium (Evolutionary Computation Symposium), IPSJ Symposium Series, vol.2001, no.12, pp.179-186, Kyotanabe, Kyoto (October 18-19, 2001) (in Japanese).
  86. Kei Ohnishi and Hideyuki Takagi, "Optimization Based on Evolving a Searching Mechanism," MPS Symposium (Evolutionary Computation Symposium), IPSJ Symposium Series, vol.2001, no.12, pp.187-192, Kyotanabe, Kyoto (October 18-19, 2001) (in Japanese).
  87. Shigekiyo Fujii and Hideyuki Takagi, "Preliminary Study on Realizing Dynamic Characteristics of Hearing Compensation," Japan Society of Acoustics, Kyushu Chapter, 4th Meeting for Students, pp.35- 38, (October 20, 2001) (in Japanese).
  88. Yukichi Todoroki, Chieko Tsuneto, Hideyuki Takagi, Hiroaki Nishino, Koichi Utsunomiya, and Ken Aoki, "Interactive Evolutionary Computation for Computer Graphics," 3rd SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.31-34 (December 1, 2001) (in Japanese).
  89. Kei Ohnishi and Hideyuki Takagi, "Extended Evolutionary Computation with Inductive and Deductive Methods," 3rd SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.35-38 (December 1, 2001) (in Japanese).
  90. Shigekiyo Fujii, Norimasa Hayashida and Hideyuki Takagi, and Miho Ohsaki," Visualized IEC-based Hearing Aids Fitting System in a PDA," 3rd SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.61-64 (December 1, 2001) (in Japanese).
  91. Miho Ohsaki, Hideyuki Takagi, Shigekiyo Fujii, Shinichi Sakamoto, Norimasa Hayashida, and Masahiro Watanabe, "IEC Fitting: Proposal, System Development, Evaluation, and Toward Future Research on Compensation for Hearing Impairment," Technical Report of ASJ, vol.32, no.1, H-2002-04, pp.25-32 (January 25, 2002) (in Japanese).
  92. Norimasa Hayashida, Shigekiyo Fujii, and Hideyuki Takagi "Visualized IEC-based Hearing Aids Fitting System on a PDA," Annual Meeting of Acoustic Society of Japan, 3–9–2, pp.509–510 (March, 2002) (in Japanese).
  93. Miho Ohsaki, Shinichi Sakamoto, and Hideyuki Takagi, "Development and evaluation of an IEC-based hearing aids fitting system for practical use – The second report of application to a conventional hearing aid –" Annual Meeting of Acoustic Society of Japan, 3–9–3 pp.511–512 (March, 2002) (in Japanese).
  94. Hideyuki Takagi, "Interactive Evolutionary Computation: Fusion of the Capabilities of EC Optimization and Human Evaluation," 8th Emergence Symposium, "2002 Summer School on Emergence," Toyama, Japan, pp.29–48 (August 16–18, 2002) (in Japanese).
  95. Tadahiko Murata and Hideyuki Takagi, "Evolutionary Computation Research Trends in IEEE International Conferences," 18th Fuzzy System Symposium, Nagoya, Japan, pp.183-186 (August 28-31, 2002) (in Japanese).
  96. Hideyuki Takagi and Norimasa Hayashida, "Visual-based Signal Processing Using Interactive EC," 18th Fuzzy System Symposium, Nagoya, Japan, pp.211-212 (August 28-31, 2002) (in Japanese).
  97. Hideyuki Takagi, Yukichi Todoroki, Hiroaki Nishino, Chieko Tsuneto, Ken Aoki, and Kouichi Utsumiya, "IEC-based Remote CG Education System," 18th Fuzzy System Symposium, Nagoya, Japan, pp.213-216 (August 28-31, 2002) (in Japanese).
  98. Kei Ohnishi and Hideyuki Takagi, "Combining Adaptive Algorithm for Searching Areas and Evolutionary Algorithm," 18th Fuzzy System Symposium, Nagoya, Japan, pp.449-502 (August 28-31, 2002) (in Japanese).
  99. Hideyuki Takagi, "Interactive Evolutionary Computation: Fusion of the Capabilities of EC Optimization and Human Evaluation, Proc. of 7th Workshop on Evaluation of Heart and Mind, KitaKyushu, Fukuoka, pp.37-58 (November 8-9, 2002)(in Japanese).
  100. Shota Nakano and Hideyuki Takagi, "Applicability of Visual-based Signal Processing Using Interactive EC," 4th SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.43-46 (December 14, 2002) (in Japanese).
  101. Hideyuki Takagi, "Interactive Evolutionary Computation: Fusion of the Capabilities of EC Optimization and Human Evaluation," Workshop on Electric Information Processing in Science and Technology Society, Oita, pp.39-59 (December 21-23, 2002).
  102. Rudolf Jaksa and Hideyuki Takagi, "Analysis and Evaluation for Interactive Evolutionary Computation-based Image Processing," MPS Symposium, KyoTanabe, Japan, IPSJ Symposium Series, , Vol.2003, No.2, pp.243-250 (January 16-17, 2003).
  103. Shota Nakano and Hideyuki Takagi, "Medical Image Enhancement Using Interactive EC," 19th Fuzzy System Symposium, Nagoya, Japan, pp.111-112, (September 8-10, 2003) (in Japanese).
  104. Hideyuki Takagi, Tomohiro Takahashi, and Ken Aoki, "Applicability of Interactive Evolutionary Computation to Mind Measurement," 20th Fuzzy System Symposium, Kitakyushu, pp.605-606 (June 2-5, 2004) (in Japanese).
  105. Tsuneo Kagawa, Hiroaki Nishino, Kouichi Utsumiya, and Hideyuki Takagi, "A method of 3D modeling using interactive evolutionary computation," 20th Fuzzy System Symposium, Kitakyushu, pp.697-700 (June 2-5, 2004) (in Japanese).
  106. Tomohiro Takahashi and Hideyuki Takagi, "Measurement of emotional dynamic expression range of schizophrenics using interactive evolutionary computation," 38th Japanese Occupational Therapy Congress and Expo, Nagano, p.303 (June 25-27, 2004) (in Japanese).
  107. Shinya Henmi, Tadahiko Murata, and Hideyuki Takagi, "Interactive evolutionary computation with evaluation characteristics of Multi-IEC Users -- Experimental evaluation through simulation," 21th Fuzzy System Symposium, Tokyo, pp189-192 (Sept. 7-9, 2005) (in Japanese).
  108. Shino Iwashita, Shangfei Wang, and Hideyuki Takagi, "Subjective evaluation on the method for reduction of IEC user's fatigue though rationg scale mapping," 21th Fuzzy System Symposium, Tokyo, pp.610-613 (Sept. 7-9, 2005) (in Japanese).
  109. Shinya Henmi, Shino Iwashita, and Hideyuki Takagi, "Analysis of Evaluation Characteristics of Real Users to Realize IEC with Evaluation Characteristics of Multi-IEC Users," 7th SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.81-84 (December 10, 2005) (in Japanese).
  110. Raffi R. Kamalian,Hideyuki Takagi,Ying Zhang,Alice M. Agogino "Interactive Evolutionary Computation-based MEMS Design," 7th SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.85-88 (December 10, 2005) (in Japanese).
  111. Hideyuki Takagi, Kensuke Irie, and Toshufumi Nakata, "Emotion control of Multimedia Audience Based on Interactive Evolutionary Computation and Physiological Analysis," 7th SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.109-110 (December 10, 2005) (in Japanese).
  112. Nobuhisa Tanaka and Hideyuki Takagi,"VR System that Minimize VR Sickness by Incorporating User's Personal Characteristics with Neural Networks," 7th SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.111-114 (December 10, 2005) (in Japanese).
  113. Satoshi Kondo, Qiangfu Zhao, and Hideyuki Takagi, "Information hiding technique based on morphing technology," Technical Report of IEICE, Vol.105, No.608, ITS2005-46~78, pp.145-150 (February 20, 2006) (in Japanese).
  114. Hideyuki Takagi, "IEC Applications to Emotion Control and MEMS Design and Reduction of IEC User Fatigue with Evaluation Characteristics Models,'' The Institute of Electrical Engineers of Japan, Technical Report, EvolTech-#4-06, pp.1-6 (March 6, 2006) (in Japanese).
  115. Hideyuki Takagi, "Optimization Method for Designs Based on Preferences, KANSE, Experiences, and Physiological Responses,'' 21st COE Research Presentation, Tokyo, pp.26--27 (August 28, 2006) (in Japanese).
  116. Kensuke Irie, Toshifumi Nakata, Iori Nakaoka, Linfu Li, and Hideyuki Takagi, "Extraction of Physical Features for Controlling Emotion of Video Movie Viewers," 22th Fuzzy System Symposium, Sapporo, pp.191--194 (Sept. 6--8, 2005) (in Japanese).
  117. Iori Nakaoka, Toshifumi Nakata, Kensuke Irie, Shoko Nagasaki, Linfu Li, and Hideyuki Takagi, "Speed Impression Model for Switching Speed of Movie Shot," 22th Fuzzy System Symposium, Sapporo, pp197--198 (Sept. 6--8, 2005) (in Japanese).
  118. Yu Nakano and Hideyuki Takagi, "Interactive particle swarm optimization," 8th SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.27-30 (December 9, 2006) (in Japanese).
  119. Linfu LI, Hideyuki Takagi, Shoko Nagasaki, and Toshifumi Nakata, "Analysis of relationship between physical features of image media and viewer's physiological characteristics," 8th SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.31-32 (December 9, 2006) (in Japanese).
  120. Hideyuki Takagi, "Toward Controlling Emotion of Video Movie Viewers," 21st Century COE Workshop on Psychological and Psychological Approach Toward Comfortableness, pp.28-33, (June 18, 2007) (in Japanese).
  121. Yu Nakano and Hideyuki Takagi, "Influence of Quantization Noise in Fitness Values to the Performance of Interactive PSO," Intelligent System Symposium (FAN Symposium), Nagoya, pp325-328 (August 29-31, 2007) (in Japanese).
  122. Shigekazu Sugino and Hideyuki Takagi, "Designing Room Lighting Environment Using Interactive Evolutionary Computation," 23rd Fuzzy System Symposium,Nagoya, pp.585-588 (August 29-31, 2007) (in Japanese).
  123. Hideyuki Takagi, "Signal processing based on audio-visual psychology and physiology," 2008 IEICE General Conference, Kitakyushu, Japan, AS-7-1, (March 18-21, 2008). (in Japanese).
  124. Jan Dolinsky and Hideyuki Takagi, "Synthesizing handwritten characters using naturalness learning," 2008 IEICE General Conference, Kitakyushu, Japan, D-2-12, p.25 (March 18-21, 2008). (in Japanese).
  125. Makoto Inoue and Hideyuki Takagi, "Computational Geometry Model for Evolutionary Spatial Planning"2008 IEICE General Conference, Kitakyushu, Japan, D-8-29, p.137 (March 18-21, 2008). (in Japanese).
  126. Makoto Inoue and Hideyuki Takagi, "Optimization of architectural room planning using methods of generating spatial layout plans and evolutionary multi-objective optimization: layout cases of six rooms and corridors for an apartment," the 31st Symposium on Computer Technology of Information, Systems and Applications, sponsored by Research Committee on Information Systems Technology, Architectural Institute of Japan, Toky, pp.163-166 (Dec., 4-5, 2008). (in Japanese).
  127. Hideyuki Takagi, "Recent Topics of IEC Research," Evolutionary Computation Symposium, Noboribetsu, Hokkaido, Japan, (CD-ROM) (Dec. 20-21, 2008) (in Japanese).
  128. Chang Liu and Hideyuki Takagi, "Relationship Between Similarity of Parallel IEC Users and Efficiency of Cooperative Parallel IEC Works," The 19th Intelligent System Symposium (FAN2009), Aizu-Wakamatsu, pp.9-12 (September 17-18, 2009). (in Japanese).
  129. Yu Nakano and Hideyuki Takagi, "Interactive Particle Swarm Optimization," The 19th Intelligent System Symposium (FAN2009), Aizu-Wakamatsu, pp.228-233 (September 17-18, 2009). (in Japanese).
  130. Makoto Inoue and Hideyuki Takagi, "Combinations of Some-Objective for Evolutionary Many-Objective Optimization," The 62nd Joint Conference of Electrical and Electronics Engineering in Kyushu, Iizuka, 09-1P-04 (Sept. 28-9, 2009). (in Japanese).
  131. Makoto Inoue and Hideyuki Takagi, "Some-Objective Combination-based Evolutionary Many-Objective Optimization and its Evaluation with Architectural Room Floor Planning," The 11th SOFT Kyushu Chapter Annual Conference, Kitakyuhsu, Japan, pp.45-48 (December 12, 2009) (in Japanese).
  132. Hideyuki Takagi and Denis Pallez, "Paired Comparison-based Interactive Differential Evolution," The Third Evolutionary Computation Sympcdosium, Naha, Japan, pp.245-251 (December 19-20, 2009) (in Japanese).
  133. Makoto Inoue and Hideyuki Takagi, "Combination of Interactive Evolutionary Computation and\\Evolutionary Multi-objective Optimization for Architectural Room Floor Planning," 15th Computational Engineering annual meeting, Proc. of the Conference on Computational Engineering and Science, vol.15, no.1, pp.351-354 (May 26-28, 2010) (in Japanese).
  134. Ryohei Funaki and Hideyuki Takagi, "Proposal of a Method for Accelerating Differential Evolution," IEICE Kyushu Chapter Meeting for Students, A-33 (Sept., 2010) (in Japanese).
  135. Ryohei Funaki and Hideyuki Takagi, "Acceleration of Interactive Differential Evolution", Evolutionary Computation Symposium, Fukuoka, Japan, pp.117-122 (Dec. 18-19, 2010) (in Japanese).
  136. Makoto Inoue and Hideyuki Takagi, "Proposal of Fewer-Fixed-Objective Combination for Evolutionary Many-Objective Optimization and its Evaluation", Evolutionary Computation Symposium, Fukuoka, Japan, pp.259-265 (Dec. 18-19, 2010) (in Japanese).
  137. Ryohei Funaki and Hideyuki Takagi, "Acceleration of Differential Evolution and Interactive Differential Evolution Using the Gravity Vector and the Average Moving Vector of Individuals", 6th Evolutionary Computation Frontier meeting, Nagoya, Japan, pp.122-127 (March, 2011) (in Japanese).
  138. Yan Pei and Hideyuki Takagi, "Accelerating Evolutionary Computation with Elite Obtained by Dimensionality Reduction," Joint meeting of 7th Evolutionary Computation Frontier meeting and 1st Evolutionary Computing metting, Tokyo, Japan, pp.25-31 (Sept., 2011) (in Japanese).
  139. Hideyuki Takagi, "Research on Accelerating IEC and IEC Applications for Human Science," IEICE Technical Report NC2011-53, Vol.111, No.241, Fukuoka, pp.47-52 (Oct. 19-20, 2011).
  140. Ryohei Funaki and Hideyuki Takagi, "Analysis of DE/gravity for Accelerating Interactive Differential Evolution on the Relation Between Convergence Characteristics and Global Optimum Locations," 2011 Evolutionary Computation Symposium, Iwanuma, Japan, pp.103--110 (Dec. 17-18, 2011) (in Japanese).
  141. Yan Pei and Hideyuki Takagi, "Fourier Analysis of Fitness Landscape to Accelerate Evolutionary Search," 2011 Evolutionary Computation Symposium, Iwanuma, Japan, pp.167--173 (Dec. 17-18, 2011) (in Japanese).
  142. Anak Agung Gede DHARMA, Hideyuki Takagi, and Kiyoshi Tomimatsu, "Emotional Expressions of Vibrotactile Haptic Message Designed by Paired Comparison-based Interactive Differential Evolution," 2011 Evolutionary Computation Symposium, Iwanuma, Japan, pp.247--252 (Dec. 17-18, 2011) (in Japanese).
  143. Jingye Ma and Hideyuki Takagi, "Design of Integrated Image Filters Using Interactive Genetic Programming," Joint meeting of 2nd Evolutionary Computation Meeting and 6th Evolutionary Computation Frontier Meeting, Toyonaka, Japan, pp.106--111 (March 9-10,2012) (in Japanese).
  144. Sonny Alves Dias, Yuka Inokuchi, and Hideyuki Takagi, "Evolving a Human Player Model for the Star Trek Game," Joint meeting of 2nd Evolutionary Computation Meeting and 6th Evolutionary Computation Frontier Meeting, Toyonaka, Japan,,pp.112--117 (March 9-10,2012) (in Japanese).
  145. Ryohei Funaki and Hideyuki Takagi, "Complementary Effect of IDE/gravity and IDE/moving vector," Joint meeting of 2nd Evolutionary Computation Meeting and 6th Evolutionary Computation Frontier Meeting, Toyonaka, Japan, pp.161--166 (March 9-10,2012) (in Japanese).
  146. Yan Pei and Hideyuki Takagi, "Fourier Niching Approach for Multi-modal Optimization," Joint meeting of 2nd Evolutionary Computation Meeting and 6th Evolutionary Computation Frontier Meeting, Toyonaka, Japan, pp.189-195 (March 9-10,2012) (in Japanese).
  147. Yan Pei and Hideyuki Takagi, "Triple and Quadruple Comparison-Based Interactive Differential Evolution and Differential Evolution," 3rd Evolutionary Computation Meeting, Higasi-Hiroshima, Japan, pp.74-84 (Sept. 3-4, 2012) (in Japanese).
  148. Yan Pei and Hideyuki Takagi, "Approximating and analyzing fitness landscape for evolutionary search enhancement,'' 14th SOFT Kyushu Chapter Meeting, Saga, pp. 21-24 (December 8, 2012) (in Japanese).
  149. Anak Agung Gede Dharma, Hideyuki Takagi,Kiyoshi Tomimatsu, "Interactive neural network – Differential evolution framework for haptic feedback retrieval system," 2012 Evolutionary Computation Symposium, Karuizawa, pp.292-297 (December. 15-16, 2012).
  150. Masashi Ishizu and Hideyuki Takagi, "Study on Optimizing Color Scheme of a Subway Map using Interactive Differential Evolution," Angle SOFT Kyushu Chapter meeting, Fukuoka, Japan, pp.5-6 (March 2, 2013). (in Japanese).
  151. Hideyuki Takagi and Yan Pei, "Proposal of a Method for Accelerating Transition from Exploration to Exploitation," 4th Evolutionary Computing Meeting, Yokosuka, Japan, pp.96-101 (18-19, Mar., 2013) (in Japanese).
  152. Yan Pei and Hideyuki Takagi, "Method for determining search states of Markov Chain practically and its application to predict EC convergence and proof it," Japanese Society for Evolutionary Computation Symposium 2013, Kirishima, Japan (14-15, Dec., 2013).
  153. Koichi HATAE and Hideyuki TAKAGI, "Motion Pose Design Support System based on Interactive Differential Evolution," 15th SOFT Kyushu Chapter Meeting, Shimonoseki, Japan, pp.103-106 (December 21, 2013) (in Japanese).
  154. Ryohei Funaki, Hideyuki Takagi, Takashi Nakagawa, Rie Nagata, and Nozomu Matsumoto, "Paired comparison-based interactive differential evolution for cochlear implant fitting," 6th Evolutionary Computation Meeting, Chofu, Japan, pp.179-181 (March 6-7, 2014). (in Japanese).
  155. Yan Pei and Hideyuki Takagi, "Local Information of Fitness Landscape Obtained by Paired Comparison-based Memetic Search for Interactive Differential Evolution," 7th Evolutionary Computing Meeting, Higashi Osaka, Japan, pp.5-13 (August 28-29, 2014).
  156. Makoto Inoue, Megumu Hiramoto, Muneyuki Unehara, Koichi Yamada, Hideyuki Takagi, "Study of Combination of Evolutionary Multi-objective Optimization with Interactive Evolutionary Computation Using Pseudo-user -- Evaluation experiments with architecture floor plan as task --" 30th Fuzzy System Symposium, Kouchi, Japan, pp.426-431 (September 1-3, 2014) (in Japanese).
  157. Noboru Murata, Ryuei Nishii, Hideyuki Takagi, and Yan Pei, "Estimation Methods of the Convergence Point of Moving Vectors Between Generations," Japanese Society for Evolutionary Computation Symposium 2014, Hatsukaichi, Japan (20-21, Dec., 2014). (in Japanese).
  158. Hideyuki Takagi, Makoto Inoue and Yan Pei, "Introduction of Acceptability to evolutionary multi-objective optimization," 9th Evolutionary Computing Meeting, pp.18-23, Kobe, Japan (Sept. 7-9, 2015) (in Japanese).
  159. Jun Yu and Hideyuki Takagi, "Correction methods for improving estimated convergence points for multi-modal optimization," 9th Evolutionary Computing Meeting, pp.92-97, Kobe, Japan (Sept. 7-9, 2015) (in Japanese).
  160. Makoto Inoue and Hideyuki Takagi, "Introducing Selection Probability for EMO-based Architectural Room Floor Planning,"SICE System and Information Meeting (SSI2015), SS5-8, pp.734-737, Hakodake, Hokkaido (November 18-20, 2015) (in Japanese).
  161. Yan Pei, Jun Yu and Hideyuki Takagi, "Evaluation of EC Acceleration by Using Estimated Points," Evolutionary Computation Symposium 2015, pp.292-297, Nishio, Japan, 297 (December 19-20, 2015). (in Japanese).
  162. Jun Yu and Hideyuki Takagi, "Two-stage Explosions for Optimization Based on Fireworks Algorithm," 10th Evolutionary Computing Meeting, pp.19-23, Kawasaki, Japan (March 17-18, 2016) (in Japanese).
  163. Kei Ohinishi, Mariko Kurisu, Taiga Sato, and Hideyuki Takagi, "A Support System for Organizing a Team of Implementing Cooperative Evolutionary Computation," The 32nd Fuzzy System Symposium, pp.231-236, Saga, Japan (Aug. 31 - Sept. 2, 2016) (in Japanese).
  164. Keisuke Ikeda and Hideyuki Takagi, "Awareness Support System with Neural Network," The 32nd Fuzzy System Symposium, pp.479-482, Saga, Japan (Aug. 31 - Sept. 2, 2016) (in Japanese).
  165. Makoto Inoue, Mizuki Takahashi, Yan Pei, and Hideyuki Takagi, "Acceptability-based any-objective search for selecting rental apartments," The 11th Evolutionary Computing Meeting, pp.92-97, Kobe, Japan (Sept. 7-9, 2015)  (in Japanese).
  166. Jun Yu and Hideyuki Takagi, "Fireworks Algorithm with local fitness gradient estimated from fitness values of local individuals," Chiba, Japan, pp.131-137 (Dec. 10-11, 2016) (in Japanese).
  167. Makoto Inoue, Yan Pei, and Hideyuki Takagi, "Design Acceptability for Many-objective Optimization -- Silent Supersonic Technology Demonstrator as a Task --," 12th Evolutionary Computing Meeting, Fukuoka, pp.81-88 (March 13-14, 2017).
  168. Jun Yu and Hideyuki Takagi, "Estimation of local optima areas based on individual distance ranks and fitness ranks," 12th Evolutionary Computing Meeting, Fukuoka, pp.203-206 (March 13-14, 2017).
  169. Makoto Inoue and Hideyuki Takagi, "Acceptability for Many-Objective Searching of Rental Apartments," summaries of technical papers of 2017 annual meeting (Chugoku) Architectural Institute of Japan, Hiroshima, Japan, Information system technology, 11053, pp.105-106 (August 31 - September 3, 2017), (in Japanese).
  170. Jun Yu and Hideyuki takagi, "Improving Estimation Precision of the Convergence Point of Individuals Using Weight-based Moving Vectors," 13th Evolutionary Computing Meeting, Kusatu, Japan (September 1 - 2, 2017). (in Japanese)
  171. Jun Yu and Hideyuki Takagi, "Accelerating Interactive Evolutionary Computation Using an Estimated Convergence Point," The 33rd Fuzzy System Symposium, pp.XXX-YYY, Yonezawa, Japan (Sept. 13-15, 2017) (in Japanese)

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AWARDS

  1. The Shinohara Memorial Young Engineer Award from Institute of the Electronics, Information and Communication Engineers in 1989
    (Awarded paper: H. Takagi and I. Hayashi, "NN-driven Fuzzy Reasoning.")
  2. Best Paper Award in vol.1 of the Proceedings of the 1st International Conference on Conventional and Knowledge-based Intelligent Electronic Systems (KES'97), Adelaide, Australia (May 21-23, 1997)
    (Awarded paper: Ken Aoki and Hideyuki Takagi, "3-D CG Lighting with an Interactive GA")
  3. Best Paper Award at the fifth International Conference on Soft Computing and Information/Intelligent Systems (IIZUKA'98) Iizuka, Fukuoka, Japan (Oct. 16-20, 1998)
    (Awarded paper: Miho Ohsaki and Hideyuki Takagi, "Application of Interactive Evolutionary Computation to Optimal Tuning of Digital Hearing Aids")
  4. PC Best Paper Award at the 15th International Conference on Information Networking (ICOIN-15) Beppu, Japan (Jan. 31 - Feb. 2, 2001)
    (Awarded paper: Hiroaki Nishino, Hideyuki Takagi, Sung-Bae Cho, and Kouichi Utsumiya, "A 3D Modeling System for Creative Design")
  5. Distinguished Service Award, Slovak Artificial Intelligence Society (June, 2002)
  6. Outstanding Contribution Award, IEEE Systems, Man, and Cybernetics Society (October, 2003).
  7. Paper Award of Japan Society for Fuzzy Theory and Intelligent Informatics in 2004
    (Awarded paper: Hideyuki Takagi, Takeo Ingu, and Kei Ohnishi, "Accelerating a GA Convergence by Fitting a Single-Peak Function," J. of Japan Society for Fuzzy Theory and Intelligent Informatics, vol.15, no.2, pp.219-229 (2003) (in Japanese) )
  8. Best Associate Editor Award, IEEE Systems, Man, and Cybernetics Society (October, 2005).
  9. 2009 IEEE Most Active SMC Technical Committee Award, IEEE Systems, Man, and Cybernetics Society (Oct., 2010).
  10. Best Paper Award at the 6th Int. Conf. on Genetic and Evolutionary Computing (ICGEC2012), Kitakyushu, Japan (Aug. 25-28, 2012).
    (Awarded paper: Yan Pei and Hideyuki Takagi, "Comparative study on fitness landscape approximation with Fourier transform").

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