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Masuyama Naoki  増山 直輝

Researcher Number 00815607
Other IDs
  • ORCIDhttps://orcid.org/0000-0002-2886-1588
Affiliation (Current) 2025: 大阪公立大学, 大学院情報学研究科 , 准教授
Affiliation (based on the past Project Information) *help 2022 – 2025: 大阪公立大学, 大学院情報学研究科, 准教授
2019 – 2021: 大阪府立大学, 工学(系)研究科(研究院), 助教
Review Section/Research Field
Principal Investigator
Basic Section 61040:Soft computing-related / Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related / Basic Section 60030:Statistical science-related / Basic Section 61030:Intelligent informatics-related
Except Principal Investigator
Basic Section 61040:Soft computing-related
Keywords
Principal Investigator
クラスタリング / 継続学習 / 適応共鳴理論 / SLAM / トポロジカルクラスタリング / コンセプトドリフト / マルチラベル学習 / 深層学習 / データマイニング / 多目的進化計算 / 可視化 / 最適化 / 進化型多目的最適化 … More
Except Principal Investigator
… More クラスタリング / 進化計算 / 知識獲得 / 多目的最適化 Less
  • Research Projects

    (4 results)
  • Research Products

    (35 results)
  • Co-Researchers

    (2 People)
  •  トポロジカルクラスタリングによる位相幾何学的情報の継続的グラフ構築とその応用Principal Investigator

    • Principal Investigator
      増山 直輝
    • Project Period (FY)
      2025 – 2027
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
      Basic Section 60030:Statistical science-related
      Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related
    • Research Institution
      Osaka Metropolitan University
  •  継続的な知識の学習と忘却を両立する適応的クラスタリング手法の開発Principal Investigator

    • Principal Investigator
      増山 直輝
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 61040:Soft computing-related
    • Research Institution
      Osaka Metropolitan University
  •  Development of Evolutionary Multiobjective Optimization Algorithms and Benchmark Problem Design based on the Analysis of Real-world Problems

    • Principal Investigator
      能島 裕介
    • Project Period (FY)
      2022 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61040:Soft computing-related
    • Research Institution
      Osaka Metropolitan University
  •  A Study on Improving Search Ability of Evolutionary Multi-objective Optimization Incorporating Topological ClusteringPrincipal Investigator

    • Principal Investigator
      Masuyama Naoki
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61040:Soft computing-related
    • Research Institution
      Osaka Metropolitan University
      Osaka Prefecture University

All 2024 2023 2022 2021 2020

All Journal Article Presentation

  • [Journal Article] Improvement of a Classifier Using Adaptive Resonance Theory-Based Clustering for Multi-Label Mixed Data2024

    • Author(s)
      西川毅, 増山直輝, 能島裕介
    • Journal Title

      Journal of Japan Society for Fuzzy Theory and Intelligent Informatics

      Volume: 36 Issue: 1 Pages: 543-549

    • DOI

      10.3156/jsoft.36.1_543

    • ISSN
      1347-7986, 1881-7203
    • Year and Date
      2024-02-15
    • Language
      Japanese
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Journal Article] Multi-Label Classification via Adaptive Resonance Theory-Based Clustering2023

    • Author(s)
      Masuyama Naoki、Nojima Yusuke、Loo Chu Kiong、Ishibuchi Hisao
    • Journal Title

      IEEE Transactions on Pattern Analysis and Machine Intelligence

      Volume: Early Access Issue: 7 Pages: 1-18

    • DOI

      10.1109/tpami.2022.3230414

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Journal Article] Reference Vector Adaptation and Mating Selection Strategy via Adaptive Resonance Theory-Based Clustering for Many-Objective Optimization2023

    • Author(s)
      Kinoshita Takato、Masuyama Naoki、Liu Yiping、Nojima Yusuke、Ishibuchi Hisao
    • Journal Title

      IEEE Access

      Volume: 11 Pages: 126066-126086

    • DOI

      10.1109/access.2023.3331747

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Journal Article] Fuzzy Genetics-Based Machine Learning to Handle Continually Increasing Unknown Classes2020

    • Author(s)
      入江勇斗,増山直輝,能島裕介,石渕久生
    • Journal Title

      Journal of Japan Society for Fuzzy Theory and Intelligent Informatics

      Volume: 32 Issue: 1 Pages: 512-517

    • DOI

      10.3156/jsoft.32.1_512

    • NAID

      130007798550

    • ISSN
      1347-7986, 1881-7203
    • Year and Date
      2020-02-15
    • Language
      Japanese
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K20358
  • [Journal Article] Adapting Reference Vectors and Scalarizing Functions by Growing Neural Gas to Handle Irregular Pareto Fronts2020

    • Author(s)
      Liu Yiping、Ishibuchi Hisao、Masuyama Naoki、Nojima Yusuke
    • Journal Title

      IEEE Transactions on Evolutionary Computation

      Volume: 24 Pages: 439-453

    • DOI

      10.1109/tevc.2019.2926151

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20358
  • [Presentation] 親個体選択戦略の変更による2目的変換に基づくマルチモーダル多目的最適化アルゴリズムの改良2024

    • Author(s)
      徳坂光彦,増山直輝,能島裕介
    • Organizer
      第25回進化計算学会研究会
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] 実世界多目的最適化問題のためのRiesz discrete s-Energy によるConvergence-Diversity Diagramの拡張2023

    • Author(s)
      木下貴登,増山直輝,能島裕介
    • Organizer
      第24回進化計算学会研究会
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] ε-局所差分プライバシを用いた連合サロゲート進化型多目的最適化フレームワークの検討2023

    • Author(s)
      木下貴登,増山直輝,能島裕介,石渕久生
    • Organizer
      第17回進化計算シンポジウム2023
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] 適応共鳴理論に基づく階層的クラスタリング手法の比較検討2023

    • Author(s)
      田代一貴,増山直輝,能島裕介
    • Organizer
      第6回継続学習と知能の創発研究会
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Presentation] 適応共鳴理論に基づくマルチラベル量質混在データのためのクラスタリング手法の改良2023

    • Author(s)
      西川毅,増山直輝,能島裕介
    • Organizer
      第6回継続学習と知能の創発研究会
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Presentation] ε-局所差分プライバシを考慮した適応共鳴理論に基づく連合クラスタリング手法の検討2023

    • Author(s)
      上田裕也,増山直輝,能島裕介
    • Organizer
      第39回ファジィシステムシンポジウム
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Presentation] Effects of parent selection schemes on the search performance of multi-modal multi-objective evolutionary algorithm with problem transformation into two-objective subproblems2023

    • Author(s)
      Y. Nojima, T. Tokusaka, and N. Masuyama
    • Organizer
      24th International Symposium on Intelligent Systems (ISIS 2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] 制約付き問題のための適応的問題分割ベース進化型多目的最適化アルゴリズムの検討2023

    • Author(s)
      木下貴登,増山直輝,能島裕介
    • Organizer
      第39回ファジィシステムシンポジウム
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] 適応共鳴理論に基づくクラスタリングを用いたマルチラベル識別におけるラベル学習手法の改良2023

    • Author(s)
      扇野雄太,増山直輝,能島裕介
    • Organizer
      第5回継続学習と知能の創発研究会
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Presentation] A decomposition-based multi-modal multi-objective evolutionary algorithm with problem transformation into two-objective subproblems2023

    • Author(s)
      Y. Nojima, Y. Fujii, N. Masuyama, Y. Liu, and H. Ishibuchi
    • Organizer
      Conference on Genetic and Evolutionary Computation (GECCO)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] Riesz s-energy indicators for diversity assessment of multiobjective evolutionary algorithms2023

    • Author(s)
      T. Kinoshita, N. Masuyama, and Y. Nojima
    • Organizer
      24th International Symposium on Intelligent Systems (ISIS 2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] パラメータ設定の不要な適応共鳴理論に基づく階層的クラスタリング手法の性能比較2023

    • Author(s)
      鳥越大貴,増山直輝,能島裕介
    • Organizer
      第6回継続学習と知能の創発研究会
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Presentation] 適応共鳴理論に基づく階層的クラスタリングにおけるクラスタリング性能向上方法の検討2023

    • Author(s)
      鳥越大貴,田代一貴,増山直輝,能島裕介,伊藤諒適,三宅寿英,馬野元秀
    • Organizer
      第39回ファジィシステムシンポジウム
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Presentation] Adaptive resonance theory-based topological clustering with node deletion mechanism for evolving stream data2023

    • Author(s)
      T. Takebayashi, N. Masuyama, Y. Nojima
    • Organizer
      International Conference on Machine Learning and Cybernetics and the International Conference on Wavelet Analysis and Pattern Recognition
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Presentation] 自己教師あり継続学習のためのクラスタリングによるリプレイバッファ選択方法の改良2023

    • Author(s)
      増山直輝
    • Organizer
      第6回継続学習と知能の創発研究会
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Presentation] ε-局所差分プライバシを考慮した適応共鳴理論に基づく連合クラスタリング手法の検討2023

    • Author(s)
      上田裕也,増山直輝,能島裕介
    • Organizer
      第5回継続学習と知能の創発研究会
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Presentation] Search Process Analysis of Multiobjective Evolutionary Algorithms using Convergence-Diversity Diagram2022

    • Author(s)
      Takato Kinoshita, Naoki Masuyama, Yusuke Nojima
    • Organizer
      2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] Behavior Analysis of Constrained Multiobjective Evolutionary Algorithms using Scalable Constrained Multi-Modal Distance Minimization Problems2022

    • Author(s)
      Maaya Yano, Naoki Masuyama, Yusuke Nojima
    • Organizer
      2022 World Automation Congress
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] Analytical methods to separately evaluate convergence and diversity for multi-objective optimization2022

    • Author(s)
      T. Kinoshita, N. Masuyama, Y. Nojima, and H. Ishibuchi
    • Organizer
      14th International Conference of Metaheuristics (MIC 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20358
  • [Presentation] 警戒パラメータの推定が可能な適応共鳴理論に基づくトポロジカルクラスタリング手法2022

    • Author(s)
      竹林章宜,増山直輝,能島裕介
    • Organizer
      第4回継続学習と知能の創発研究会
    • Data Source
      KAKENHI-PROJECT-22K12199
  • [Presentation] Convergence-Diversity Diagramの探索過程分析への拡張2022

    • Author(s)
      木下貴登,増山直輝,能島裕介
    • Organizer
      第22回進化計算学会研究会
    • Data Source
      KAKENHI-PROJECT-19K20358
  • [Presentation] Search process analysis of multiobjective evolutionary algorithms using convergence-diversity diagram2022

    • Author(s)
      T. Kinoshita, N. Masuyama, and Y. Nojima
    • Organizer
      2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20358
  • [Presentation] Convergence-Diversity Diagramのためのパレート最適近似手法の検討2022

    • Author(s)
      木下貴登,増山直輝,能島裕介,石渕久生
    • Organizer
      第16回進化計算シンポジウム2022
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] 進化型多目的最適化アルゴリズムの分割的性能評価2022

    • Author(s)
      木下貴登,増山直輝,能島裕介,石渕久生
    • Organizer
      第16回進化計算シンポジウム
    • Data Source
      KAKENHI-PROJECT-19K20358
  • [Presentation] 社会シミュレーションによる経済支援施策の進化型最適設計2022

    • Author(s)
      中川夢斗、木下貴登、増山直輝、能島裕介、石渕久生
    • Organizer
      第38回ファジィシステムシンポジウム
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] Analytical Methods to Separately Evaluate Convergence and Diversity for Multi-objective Optimization2022

    • Author(s)
      Takato Kinoshita, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
    • Organizer
      Metaheuristics International Conference 2022
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24920
  • [Presentation] 進化型多目的最適化アルゴリズムの分割的性能評価2021

    • Author(s)
      木下貴登,増山直輝,能島裕介,石渕久生
    • Organizer
      第15回進化計算シンポジウム
    • Data Source
      KAKENHI-PROJECT-19K20358
  • [Presentation] 適応共鳴理論に基づくクラスタリングを用いた進化型多目的最適化アルゴリズム2021

    • Author(s)
      木下貴登,増山直輝,能島裕介,石渕久生
    • Organizer
      第20回進化計算学会研究会
    • Data Source
      KAKENHI-PROJECT-19K20358
  • [Presentation] クラスタリング手法を用いた適応的分割に基づく進化型多目的最適化アルゴリズムの性能評価2020

    • Author(s)
      木下貴登,増山直輝,能島裕介,石渕久生
    • Organizer
      第14回進化計算シンポジウム
    • Data Source
      KAKENHI-PROJECT-19K20358
  • [Presentation] On the Normalization in Evolutionary Multi-Modal Multi-Objective Optimization2020

    • Author(s)
      Liu Yiping、Ishibuchi Hisao、Yen Gary G.、Nojima Yusuke、Masuyama Naoki、Han Yuyan
    • Organizer
      2020 IEEE Congress on Evolutionary Computation (CEC 2020)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20358
  • 1.  能島 裕介 (10382235)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 13 results
  • 2.  戸田 雄一郎 (70806083)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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