Researcher Database

（Last updated : 2024-03-06 08:50:58）　

NISHIKAWA Ikuko

Department / Course College of Information Science and Engineering Department of Information Science and Engineering

Title / Position Professor

Other Affiliations
1.	Graduate School of Information Science and Engineering

Academic background
1.	1993/03 Degree Acquisition	Doctoral Program (2nd Semester) │ Department of Physics │ Graduate School of Science │ Kyoto University │ Accomplished credits for doctoral program Doctor of Science (Mathematical physics and fundamental theory of condensed matter physics)
2.	1985/04/01～1989/03	Doctoral Program (2nd Semester) │ Department of Physics │ Graduate School of Science │ Kyoto University │ Accomplished credits for doctoral program
3.	1983/04/01～1985/03	Master Course │ Department of Physics │ Graduate School of Science │ Kyoto University │ Completed Mathematical physics and fundamental theory of condensed matter physics Master of Science
4.	1979/04/01～1983/03	Department of Physics │ Faculty of Science │ Kyoto University │ Graduated Mathematical physics and fundamental theory of condensed matter physics Bachelor of Science

Research activities
1.		The Society of Instrument and Control Engineers
2.		The Institute of Systems, Control and Information Engineers
3.		Japan Neural Network Society
4.		International Neural Network Society
5.		The Physical Society of Japan
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Subject of research
1.	(1) Prediction of Protein Sugar Chain Modification Site with Support Vector Machine
2.	(2) Method for Controlling Traffic Signal by Using Phase Synchronization of Self-excitation Oscillator
3.	(3) Optimal Path Finding by Genetic Algorithm
4.	(4) Building and Analysis of Multiple Leg Walking CPG Model by Non-linear Oscillator System
5.	(5) Classification of Wearable Motion Sensor Information by Support Vector Machine and Estimate of Motion-will
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Present specialized field
Intelligent Informatics, Soft computing, Life / Health / Medical informatics (Keyword：Intelligent information processing, Learning, Search algorithms, Neural network, Evolutionary algorithms, Stochastic information processing, Bioinformatics, Computer simulation, Brain-type information processing)

Papers
1.	2023	Two-dimensional device layout and wiring by hierarchical optimization │
2.	2022/05	Estimation of class probability through adversarial training for partial domain adaptation │ ,pp.101-108
3.	2018/10	Data Correction by a Generative Model with an Encoder and its ApplicatTaion to Structure Design │ Lecture Notes in Computer Science 11141 │ 11141 (III),pp.403-413
4.	2018/09	Optimal Power Usage by Stochastic Programming │ Transactions of the Society of Instrument and Control Engineers │ 54 (9)
5.	2017/02	Phenotype Analysis Method for Identification of Gene Functions Involved in Asymmetric Division of Caenorhabditis elegans │ Journal of Computational Biology │ 24 (5),pp.436-446
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Academic conference presentation
1.	2024/02/25	Generative Data Augmentation for Few-Shot Domain Adaptation
2.	2024/02/14	Two-step Segmentation using Diffusion Models for 3D Medical Image
3.	2024/02/14	Universal Domain Adaptation by Class-wise Density Estimation
4.	2023/05/19	Improvement of the heuristics based on the characteristics of the moving target traveling salesman problem
5.	2023/05/19	Robust and stable flexible job shop scheduling against a machine breakdown
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Subject
1.	Pattern Recognition and Machine Learning