Personnel Information

写真a

Masuyama Naoki


Job Title

Assistant Professor

Organization

Electrical Engineering and Information Science

Homepage URL

http://www.cs.osakafu-u.ac.jp/~masuyama/index.html

Faculty in charge, etc. 【 display / non-display

  • College of Engineering

  • Graduate School of Engineering, School of Engineering

Research field 【 display / non-display

  • Artificial Intelligence

Research content 【 display / non-display

  • (Keyword)Unsupervised Learning, Clustering, Classification

Academic Society Affiliations 【 display / non-display

  • Japan Society for Fuzzy Theory and Intelligent Informatics

Prize 【 display / non-display

  • The Springer Best Paper Award - First Prize, 2019.09, International Conference on Evolutionary Multi-Criterion Optimization

 

Papers 【 display / non-display

  • Adapting reference vectors and scalarizing functions by growing neural gas to handle irregular Pareto fronts, IEEE Transactions on Evolutionary Computation, 2020.06, Y. Liu, H. Ishibuchi, N. Masuyama, and Y. Nojima

  • Handling imbalance between convergence and diversity in the decision space in evolutionary multi-modal multi-objective optimization, IEEE Transactions on Evolutionary Computation, 2020.06, Y. Liu, H. Ishibuchi, G. G. Yen,Y. Nojima, and N. Masuyama

  • Topological Clustering via Adaptive Resonance Theory with Information Theoretic Learning, IEEE Access, 2019.06, Naoki Masuyama, Chu Kiong Loo, Hisao Ishibuchi, Naoyuki Kubota, Yusuke Nojima, and Yiping Liu

  • A Kernel Bayesian Adaptive Resonance Theory with A Topological Structure, International Journal of Neural Systems, 2019.01, Naoki Masuyama, Chu Kiong Loo, and Stefan Wermter

  • Effects of the Number of Constraints on the Performance of Multi-Objective Evolutionary Algorithms, International Journal of Computer Science and Network Security, 2018.12, [6] Yuki Tanigaki, Naoki Masuyama, and Yusuke Nojima

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Charge of class subject 【 display / non-display

  • Decision Making Theory

  • Electrical, Electronic, and Information Engineering in Modern Society

  • Computational Intelligence

  • Basic Computer Science (Including Information Society and Ethics)

  • Decision Making Theory

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