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

Laboratory Address

Nakamozu Campus

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

  • College of Engineering

  • Graduate 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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Conference presentation 【 display / non-display

  • Multi-label classification based on adaptive resonance theory,2020 IEEE Symposium Series on Computational Intelligence (SSCI 2020),2020.12,N. Masuyama, Y. Nojima, C. K. Loo, and H. Ishibuchi

  • Divisive hierarchical clustering based on adaptive resonance theory,2020 International Symposium on Community-centric Systems (CcS 2020),2020.09,Y. Yamada, N. Masuyama, N. Amako, Y. Nojima, C. K. Loo, and H. Ishibuchi

 

Charge of class subject 【 display / non-display

  • Practicum in Computer Science I

  • Practicum in Computer Science II

  • Practicum in Computer Science III

  • Decision Making Theory

  • Decision Making Theory

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