Nojima Yusuke

ノジマユウスケ | Nojima Yusuke

Affiliation and department：
Job title： Professor
Homepage URL (2)： https://yusuke-nojima.github.io/index_j.html , https://yusuke-nojima.github.io

Research field (2)： Soft computing , Sensitivity (kansei) informatics

Research keywords (14)：ファジィシステム , 進化計算 , 対話型計算手法 , 進化型多目的最適化 , ファジィ理論 , 知識獲得 , 多目的最適化 , 遺伝的機械学習 , 遺伝的アルゴリズム , 並列分散実装 , 計算知能工学 , Genetic Fuzzy Systems , Evolutionary Multiobjective Optimization , Computational Intelligence

Research theme for competitive and other funds (6)：

2022 - 2026 Development of Evolutionary Multiobjective Optimization Algorithms and Benchmark Problem Design based on the Analysis of Real-world Problems
2019 - 2022 Rule-based Explainable Knowledge Acquisition by Multiobjective Evolutionary Machine Learning
2016 - 2019 Data Mining from Large High-dimensional Data by Multiobjective Genetics-based Machine Learning
2013 - 2016 Parallel Distributed Implementation of Multiobjective Genetics-based Machine Learning Algorithms
2010 - 2012 Effective Population and Training Data Partitioning in Parallel Distributed Evolutionary Knowledge Acquisition

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Papers (272)：

Naoki Masuyama, Takanori Takebayashi, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi, Stefan Wermter. A Parameter-free Adaptive Resonance Theory-based Topological Clustering Algorithm Capable of Continual Learning. CoRR. 2023. abs/2305.01507
Mohamed Arezki Mellal, Enrico Zio, Sameer Al-Dahidi, Naoki Masuyama, Yusuke Nojima. System design optimization with mixed subsystems failure dependencies. Reliab. Eng. Syst. Saf. 2023. 231. 109005-109005
Takato Kinoshita, Naoki Masuyama, Yiping Liu, Yusuke Nojima, Hisao Ishibuchi. Reference Vector Adaptation and Mating Selection Strategy via Adaptive Resonance Theory-based Clustering for Many-objective Optimization. CoRR. 2022. abs/2204.10756
Naoki Masuyama, Itsuki Tsubota, Yusuke Nojima, Hisao Ishibuchi. Class-wise Classifier Design Capable of Continual Learning using Adaptive Resonance Theory-based Topological Clustering. CoRR. 2022. abs/2203.09879
Eric Michael Vernon, Naoki Masuyama, Yusuke Nojima. Error-Reject Tradeoff Analysis on Two-Stage Classifier Design with a Reject Option. WAC. 2022. 312-317

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MISC (59)：

本多克宏, 能島裕介, 中島智晴. SOFT-CR連携ファジィ学問塾2019開催報告. 知能と情報. 2019. 31. 6. 172-173
Chun-Hao Chen, Chuan-Kang Ting, Yusuke Nojima. Special issue on soft computing for big data and social informatics. SOFT COMPUTING. 2017. 21. 11. 2799-2800
Generalization Ability of Multiobjective Evolutionary Algorithms Obtained by Hyper-Heuristics. 2017. 61. 6p
Effects of the Number of Generations on the Search Performance of Multiobjective Fuzzy Genetics-Based Machine Learning. 2016. 32. 219-224
Effects of Neighborhood Selection Methods on the Search Performance of MOEA/D. 2016. 60. 6p

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Professional career (1)：

博士(工学) (神戸大学)

Work history (4)：

2022/04 - 現在 Osaka Metropolitan University Department of Core Informatics, Graduate School of Informantics Professor
2020/10 - 2022/03 Osaka Prefecture University Graduate School of Engineering Division of Electrical Engineering and Information Science Professor
2013/04 - 2020/09 Osaka Prefecture University Graduate School of Engineering Division of Electrical Engineering and Information Science Associate Professor
2010 - 2013 Osaka Prefecture University

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