日本語
College of Information Science and Engineering  /
Department of Information Science and Engineering

 (Female)
 Ikuko   NISHIKAWA  Professor

■Concurrent affiliation
Research Organization of Science and Technology   /
BioSimulation Research Center
Research Organization of Science and Technology   /
The Institute of Science and Engineering
Graduate School of Information Science and Engineering
■Graduate school/University/other
03/1989  Kyoto University  "Graduate School, Division of Natural Science"  Department of Physics  Doctoral course second term (Doctoral)
03/1985  Kyoto University  "Graduate School, Division of Natural Science"  Department of Physics  Master's course  Completed
1983  Kyoto University  Faculty of Science  Department of Physics  Graduated
■Academic degrees
Doctor of Science (03/1993 Kyoto University)  
■Career history
04/01/1987-03/31/1990  日本学術振興会特別研究員(DC)
04/01/1990-03/31/1993  神戸大学大学院自然科学研究科・助手
04/01/1993-03/31/1995  立命館大学理工学部情報学科・助手
04/01/1995-03/31/2003  立命館大学理工学部情報学科・助教授
09/1997-09/1998  南カリフォルニア大学客員研究員 [国外]
04/01/2003-03/31/2004  立命館大学理工学部情報学科・教授
04/01/2004-  立命館大学情報理工学部知能情報学科・教授
■Committee history
01/2006-01/2007  計測自動制御学会 自律分散システム部会主査
04/2003-11/2004  システム制御情報学会 事業委員会セミナー担当主査
04/2006-  Indtitute of Complex Medical Engineering 理事
■Academic society memberships
The Society of Instrument and Control Engineers  
The Institute of Systems, Control and Information Engineers  
Japan Neural Network Society  
International Neural Network Society  
The Physical Society of Japan  
The Institute of Electronics, Information and Communication Engineers  
Indtitute of Complex Medical Engineering  
■Subject of research
(1) Prediction of Protein Sugar Chain Modification Site with Support Vector Machine
(2) Method for Controlling Traffic Signal by Using Phase Synchronization of Self-excitation Oscillator
(3) Optimal Path Finding by Genetic Algorithm
(4) Building and Analysis of Multiple Leg Walking CPG Model by Non-linear Oscillator System
(5) Classification of Wearable Motion Sensor Information by Support Vector Machine and Estimate of Motion-will
(6) Acquisition of Board Game Strategy by Reinforcement Learning
Evolving Connectionist Modeling of Auditory, Visual and Combined Stimuli Perception Based on EEG Data
(8) Multi-objective Optimization Method ‎ by Multiple Coding GA
(9) Drawing up of University Curriculum by Genetic Algorithm
(10) Method of Retrieving Butterfly Specimen Image Database by Using Self-organizing Map
(11) Control Algorithm by Association by Using Chaos Neural Network
(12) Experimental Analysis of Hand Movements Characteristics of Elderly People
(13) Probabilistic Learning Principle of Neural Network and Application to Following Behavior Acquisition of Autonomous Mobile Robot
■Research summary
Computational Intelligence including Neural networks, Evolutionary Algorithms, Machine Learning, the basic Theory and its Application

 Analysis and Theory of Neural Networks, Evolutionary Algorithms, Machine Learning, and its Application to the Prediction Problems, Optimization Problems and Learning Systems. The present researches include a Prediction in Bioinformatics, Routing and Scheduling Problems, Control of the Traffic Signals, Environmental Adaptation of Multipedal CPG Model etc.
■Research keywords
Intelligent information processing, Learning, Search algorithms, Neural network, Evolutionary algorithms, Stochastic information processing, Bioinformatics, Computer simulation, Brain-type information processing 
■Research activities   (Even top three results are displayed. In View details, all results for public presentation are displayed.)

Books
自己組織化の科学  北村新三,北森俊行編,編者らと9名の共著  オーム社  06/1996
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Papers
Nuclear Detection in 4D Microscope Images of Developing Embryo Using Enhanced Probability Map of Top-ranked Intensity-ordered Descriptors  Xian-Hua Han, Yukako Tohsato, Koji Kyoda, Shuichi Onami, Ikuko Nishikawa, Yen-Wei Chen  IPSJ Transactions on Computer Vision and Applications  8/ 8  11/2016  10.1186/s41074-016-0010-3
Efficiency and Sensitivity Analysis on Distributed Solar Power Network based on Linear Programming Model 
  Masayoshi Suzuki, Kazutoshi Sakakibara and Ikuko Nishikawa  The Institute of Electrical Engineers of Japan, Transactions on Electronics, Information and Systems  136/ 10, 1445-1453  10/2016  10.1541/ieejeiss.136.1445
Agent-based Energy Market toward the Optimal Trading in a Power Network  Masayoshi Suzuki, Kazutoshi Sakakibara, Masataka Seo and Ikuko Nishikawa  Transactions of the Institute of Systems, Control and Information Engineers  29/ 2, 86-92  02/2016  1342-5668  10.5687/iscie.29.86
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Research presentations
畳込みネットワークを用いた局所的な画風転写  2017年電子情報通信学会総合大会  03/24/2017
確率計画法によるHEMS の買電・蓄電スケジューリング  平成28年電気関係学会関西連合大会  11/22/2016
Case study of data classi cation using deep convolutional neural networks  第60回システム制御情報学会研究発表講演会(SCI'16)  05/27/2016
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Grants-in-Aid for Scientific Research (KAKENHI)
Link to Grants-in-Aid for Scientific Research -KAKENHI-

Competitive grants, etc. (exc. KAKENHI)
適応的電力取引システムに基づく自律分散型の太陽光発電ネットワークの基本特性解析  熊谷科学技術振興財団 試験研究助成  2009  2009  Main representative
トラックターミナルを利用したトラック配送・保管計画  JST地域イノベーション創出総合支援事業「シーズ発掘試験」(発掘型)  2008  2008  Main representative
ロボティクスが創成する新しいライフスタイル  私大高度化事業/社会連携推進事業  2007  2011  Joint researcher
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Academic awards
 日本神経回路学会2012年度最優秀研究賞  09/2012
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■Teaching experience   (Even top three results are displayed. In View details, all results for public presentation are displayed.)

Courses taught
2016  Probability & Statistics D  Lecture
2016  Basic Applied Mathematics  Lecture
2016  Research for Master in Information Science and Engineering 1  Seminar
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Teaching achievements
スーパーサイエンスコース最先端科学入門の授業において,知能システム分野の展開を,バイオインフォーマティクス,脳科学へのアプローチ,社会システムの最適化などの事例やデモを通して講義した.  01/2010-
低回生対象数理系学部共通専門科目「確率統計」で,中間と定期試験の前に学生参加型の問題演習時間を設定.事前に呈示した演習問題に対して,受講者による解答例の板書説明を講評することで,復習とまとめを行う.  04/2005-
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■Tel
+81-77-561-2696
■E-mail
■Research keywords(on a multiple-choice system)
Intelligent Informatics
Soft computing
Life / Health / Medical informatics