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Researchers
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URL changed from April,01,2019.https://er-web.ynu.ac.jp
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SHIRAKAWA Shinichi
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【Published Thesis】 Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling 2018.02
【Published Thesis】 A Genetic Programming Approach to Designing Convolutional Neural Network Architectures 2017.07
【Published Thesis】 Bag of local landscape features for fitness landscape analysis 2016.10
Shinichi Shirakawa received his B.E., M.E. degrees, and Ph.D. degree in engineering from Yokohama National University in 2005, 2007, and 2009, respectively. He was a research fellow of the Japan Society for the Promotion of Science (JSPS) from 2008 to 2010. He worked at FUJITSU LABORATORIES LTD. from 2010 to 2012 as a researcher. He was a research associate and an assistant professor at Aoyama Gakuin University from 2012 to 2013 and from 2013 to 2015, respectively. He was an assistant professor at the University of Tsukuba from 2015 to 2016. He is currently a lecturer at Yokohama National University. His research interests include evolutionary computation, machine learning, computer vision, and so on.
Yokohama National University Faculty of Engineering Division of Electrical and Computer Engineering Graduated
Yokohama National University Graduate School of Environment and Information Sciences Department of Information Media and Environment Sciences Doctor Course Completed
Yokohama National University Graduate School of Environment and Information Sciences Department of Information Media and Environment Sciences Master Course Completed
Doctor (Engineering) - Yokohama National University
Master - Yokohama National University
University of Tsukuba Faculty of Engineering, Information and Systems Assistant Professor
Aoyama Gakuin University College of Science and Engineering Assistant Professor
Aoyama Gakuin University College of Science and Engineering Research Assistant
Fujitsu Laboratories Ltd. Researcher
Japan Society for the Promotion of Science Research Fellowship for Young Scientists of the Japan Society for the Promotion of Science
The Iron and Steel Institute of Japan
ACM
The Institute of Image Electronics Engineers of Japan
The Institute of Electrical Engineers of Japan
The Society of Instrument and Control Engineers (SICE)
Intelligent informatics
Soft computing
Perceptual information processing
Ant Colony Optimization - Methods and Applications (Chapter 6: Automatic Construction of Programs Using Dynamic Ant Programming)
Shinichi Shirakawa, Shintaro Ogino, and Tomoharu Nagao (Part： Contributor , Range: Automatic Construction of Programs Using Dynamic Ant Programming )
IN-TECH 2011.02 ISBN: 9789533071572
Genetic Programming Theory and Practice VII (Chapter 11: Graph Structured Program Evolution: Evolution of Loop Structures)
Shinichi Shirakawa and Tomoharu Nagao (Part： Contributor , Range: Graph Structured Program Evolution: Evolution of Loop Structures )
Springer 2010 ISBN: 9781441916259
Evaluation of Speech-to-Gesture Generation Using Bi-Directional LSTM Network
Dai Hasegawa, Naoshi Kaneko, Shinichi Shirakawa, Hiroshi Sakuta, and Kazuhiko Sumi
18th ACM International Conference on Intelligent Virtual Agents (IVA 2018) 2018.11 [Refereed]
Joint Work
A Genetic Programming Approach to Designing Convolutional Neural Network Architectures
Masanori Suganuma, Shinichi Shirakawa, and Tomoharu Nagao
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), Sister Conferences Best Papers Track 5369 - 5373 2018.07 [Refereed]
Joint Work
Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution Under Finite Samples
Kento Uchida, Shinichi Shirakawa, and Youhei Akimoto
Proceedings of the Genetic and Evolutionary Computation Conference 2018 (GECCO 2018) 897 - 904 2018.07 [Refereed]
Joint Work
Embedded Feature Selection Using Probabilistic Model-Based Optimization
Shota Saito, Shinichi Shirakawa, and Youhei Akimoto
Proceedings of the Genetic and Evolutionary Computation Conference Companion (Student workshop at GECCO 2018) 1922 - 1925 2018.07 [Refereed]
Joint Work
Dai Hasegawa, Shinichi Shirakawa, Hiroshi Sakuta
IPSJ transactions. TCE ( Information Processing Society of Japan ) 4 ( 1 ) 83 - 92 2018.02 [Refereed]
Joint Work
EVOLUTIONARY COMPUTATION SYSTEM AND EVOLUTIONARY COMPUTATION METHOD
Industrial Property No 2007-031592 Unexpectedly No 2008-197867 Patent No 5011533
Tomoharu Nagao and Shinichi Shirakawa
Genetic and Evolutionary Computation Conference (GECCO) 2017 Best Paper Award
2017.07.19
IEEE Computational Intelligence Society Japan Chapter Young Researcher Award
2009.12.20 IEEE Computational Intelligence Society Japan Chapter Generation of Search Spaces to Emphasize Performance Difference of Real Coded Crossovers Using Genetic Programming
Winner： Shinichi Shirakawa
