Naoki Masuyama

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 66

Top Topics

Adaptive Resonance Theory

Associative Memory

Top Venues

Publications

Rowan Fuerst, Naoki Masuyama, Yusuke Nojima
Hierarchical Fuzzy Classifier Design Using a Reject Option. FUZZ (2024)
Eric Michael Vernon, Naoki Masuyama, Yusuke Nojima
Integrating White and Black Box Techniques for Interpretable Machine Learning. CoRR (2024)
Takeru Konishi, Naoki Masuyama, Jorge Casillas, Yusuke Nojima
Fairness-aware Classifier Design via Multi-objective Fuzzy Genetics-based Machine Learning. FUZZ (2024)
Takato Kinoshita, Naoki Masuyama, Yusuke Nojima
A Federated Data-driven Multiobjective Evolutionary Algorithm via Continual Learnable Clustering. CEC (2024)
Mohamed Arezki Mellal, Enrico Zio, Sameer Al-Dahidi, Naoki Masuyama, Yusuke Nojima
System design optimization with mixed subsystems failure dependencies. Reliab. Eng. Syst. Saf. 231 (2023)
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)
Yusuke Nojima, Yuto Fujii, Naoki Masuyama, Yiping Liu, Hisao Ishibuchi
A Decomposition-based Multi-modal Multi-objective Evolutionary Algorithm with Problem Transformation into Two-objective Subproblems. GECCO Companion (2023)
Takanori Takebayashi, Naoki Masuyama, Yusukeusuke Nijima
Adaptive Resonance Theory-Based Topological Clustering with Node Deletion Mechanism for Evolving Stream Data. ICMLC (2023)
Naoki Masuyama, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi
Multi-Label Classification via Adaptive Resonance Theory-Based Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
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. IEEE Access 11 (2023)
Naoki Masuyama, Yusuke Nojima, Yuichiro Toda, Chu Kiong Loo, Hisao Ishibuchi, Naoyuki Kubota
Privacy-preserving Continual Federated Clustering via Adaptive Resonance Theory. CoRR (2023)
Yusuke Nojima, Koyo Kawano, Hajime Shimahara, Eric Vernon, Naoki Masuyama, Hisao Ishibuchi
Fuzzy Classifiers with a Two-Stage Reject Option. FUZZ (2023)
Naoki Masuyama, Narito Amako, Yuna Yamada, Yusuke Nojima, Hisao Ishibuchi
Adaptive Resonance Theory-Based Topological Clustering With a Divisive Hierarchical Structure Capable of Continual Learning. IEEE Access 10 (2022)
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)
Takeru Konishi, Naoki Masuyama, Yusuke Nojima
Effects of Accuracy-based Single-Objective Optimization in Multiobjective Fuzzy Genetics-based Machine Learning. SCIS/ISIS (2022)
Yuichi Omozaki, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
Evolutionary Multi-Objective Multi-Tasking for Fuzzy Genetics-Based Machine Learning in Multi-Label Classification. FUZZ-IEEE (2022)
Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi, Zongying Liu
Adaptive Resonance Theory-based Clustering for Handling Mixed Data. IJCNN (2022)
Eric Michael Vernon, Naoki Masuyama, Yusuke Nojima
Error-Reject Tradeoff Analysis on Two-Stage Classifier Design with a Reject Option. WAC (2022)
Takato Kinoshita, Naoki Masuyama, Yusuke Nojima
Search Process Analysis of Multiobjective Evolutionary Algorithms using Convergence-Diversity Diagram. SCIS/ISIS (2022)
Naoki Masuyama, Narito Amako, Yuna Yamada, Yusuke Nojima, Hisao Ishibuchi
Adaptive Resonance Theory-based Topological Clustering with a Divisive Hierarchical Structure Capable of Continual Learning. CoRR (2022)
Maaya Yano, Naoki Masuyama, Yusuke Nojima
Behavior Analysis of Constrained Multiobjective Evolutionary Algorithms using Scalable Constrained Multi-Modal Distance Minimization Problems. WAC (2022)
Takato Kinoshita, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
Analytical Methods to Separately Evaluate Convergence and Diversity for Multi-objective Optimization. MIC (2022)
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)
Victor Villin, Naoki Masuyama, Yusuke Nojima
Effects of Different Optimization Formulations in Evolutionary Reinforcement Learning on Diverse Behavior Generation. CoRR (2021)
Yiping Liu, Liting Xu, Yuyan Han, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi, Gary G. Yen
Multi-Modal Multi-Objective Traveling Salesman Problem and its Evolutionary Optimizer. SMC (2021)
Victor Villin, Naoki Masuyama, Yusuke Nojima
Effects of Different Optimization Formulations in Evolutionary Reinforcement Learning on Diverse Behavior Generation. SSCI (2021)
Naoki Masuyama, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi
Multi-label Classification via Adaptive Resonance Theory-based Clustering. CoRR (2021)
Yiping Liu, Hisao Ishibuchi, Gary G. Yen, Yusuke Nojima, Naoki Masuyama, Yuyan Han
On the Normalization in Evolutionary Multi-Modal Multi-Objective Optimization. CEC (2020)
Yiping Liu, Hisao Ishibuchi, Naoki Masuyama, Yusuke Nojima
Adapting Reference Vectors and Scalarizing Functions by Growing Neural Gas to Handle Irregular Pareto Fronts. IEEE Trans. Evol. Comput. 24 (3) (2020)
Naoki Masuyama, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi
Multi-label Classification Based on Adaptive Resonance Theory. SSCI (2020)
Yuichi Omozaki, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
Multiobjective Fuzzy Genetics-Based Machine Learning for Multi-Label Classification. FUZZ-IEEE (2020)
Yiping Liu, Hisao Ishibuchi, Gary G. Yen, Yusuke Nojima, Naoki Masuyama
Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multimodal Multiobjective Optimization. IEEE Trans. Evol. Comput. 24 (3) (2020)
Hisao Ishibuchi, Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima
Many-Objective Problems Are Not Always Difficult for Pareto Dominance-Based Evolutionary Algorithms. ECAI (2020)
Hisao Ishibuchi, Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima
Effects of dominance resistant solutions on the performance of evolutionary multi-objective and many-objective algorithms. GECCO (2020)
Narito Amako, Naoki Masuyama, Chu Kiong Loo, Yusuke Nojima, Yiping Liu, Hisao Ishibuchi
Multilayer Clustering Based on Adaptive Resonance Theory for Noisy Environments. IJCNN (2020)
Ryuichi Hashimoto, Toshiki Urita, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
Effects of Local Mating in Inter-task Crossover on the Performance of Decomposition-based Evolutionary Multiobjective Multitask optimization Algorithms. CEC (2020)
Yuna Yamada, Naoki Masuyama, Narito Amako, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi
Divisive Hierarchical Clustering Based on Adaptive Resonance Theory. CcS (2020)
Naoki Masuyama, Narito Amako, Yusuke Nojima, Yiping Liu, Chu Kiong Loo, Hisao Ishibuchi
Fast Topological Adaptive Resonance Theory Based on Correntropy Induced Metric. SSCI (2019)
Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima
Two-Layered Weight Vector Specification in Decomposition-Based Multi-Objective Algorithms for Many-Objective Optimization Problems. CEC (2019)
Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima
Comparison of Hypervolume, IGD and IGD+ from the Viewpoint of Optimal Distributions of Solutions. EMO (2019)
Hisao Ishibuchi, Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima
Optimal Distributions of Solutions for Hypervolume Maximization on Triangular and Inverted Triangular Pareto Fronts of Four-Objective Problems. SSCI (2019)
Ryuichi Hashimoto, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
Effect of Solution Information Sharing between Tasks on the Search Ability of Evolutionary Multiobjective Multitasking Algorithms. SSCI (2019)
Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible Regions. CEC (2019)
Naoki Masuyama, Chu Kiong Loo, Stefan Wermter
A Kernel Bayesian Adaptive Resonance Theory with A Topological Structure. Int. J. Neural Syst. 29 (5) (2019)
Yiping Liu, Hisao Ishibuchi, Yusuke Nojima, Naoki Masuyama, Yuyan Han
Searching for Local Pareto Optimal Solutions: A Case Study on Polygon-Based Problems. CEC (2019)
Habeebah Adamu Kakudi, Chu Kiong Loo, Foong Ming Moy, Naoki Masuyama, Kitsuchart Pasupa
Diagnosing Metabolic Syndrome Using Genetically Optimised Bayesian ARTMAP. IEEE Access 7 (2019)
Naoki Masuyama, Chu Kiong Loo, Hisao Ishibuchi, Naoyuki Kubota, Yusuke Nojima, Yiping Liu
Topological Clustering via Adaptive Resonance Theory With Information Theoretic Learning. IEEE Access 7 (2019)
Yusuke Nojima, Takafumi Fukase, Yiping Liu, Naoki Masuyama, Hisao Ishibuchi
Constrained multiobjective distance minimization problems. GECCO (2019)
Naoki Masuyama, Chu Kiong Loo, Manjeevan Seera, Naoyuki Kubota
Quantum-Inspired Multidirectional Associative Memory With a Self-Convergent Iterative Learning. IEEE Trans. Neural Networks Learn. Syst. 29 (4) (2018)
Hisao Ishibuchi, Takefumi Fukase, Naoki Masuyama, Yusuke Nojima
Dual-grid model of MOEA/D for evolutionary constrained multiobjective optimization. GECCO (2018)
Yiping Liu, Hisao Ishibuchi, Yusuke Nojima, Naoki Masuyama, Ke Shang
A Double-Niched Evolutionary Algorithm and Its Behavior on Polygon-Based Problems. PPSN (1) (2018)
Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima
Dynamic Specification of a Reference Point for Hypervolume Calculation in SMS-EMOA. CEC (2018)
Zongying Liu, Chu Kiong Loo, Naoki Masuyama, Kitsuchart Pasupa
Recurrent Kernel Extreme Reservoir Machine for Time Series Prediction. IEEE Access 6 (2018)
Naoki Masuyama, Yuki Tanigaki, Yusuke Nojima, Hisao Ishibuchi
Multiobjective Evolutionary Data Mining for Performance Improvement of Evolutionary Multiobjective Optimization. SMC (2018)
Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
Performance Comparison of Multiobjective Evolutionary Algorithms on Problems with Partially Different Properties from Popular Test Suites. SMC (2018)
Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima
Use of Two Reference Points in Hypervolume-Based Evolutionary Multiobjective Optimization Algorithms. PPSN (1) (2018)
Gin Chong Lee, Chu Kiong Loo, Naoki Masuyama
Parameters Estimation in Topological Kernel Bayesian ART using Multi-objective Particle Swarm Optimization. SSCI (2018)
Ryuichi Hashimoto, Hisao Ishibuchi, Naoki Masuyama, Yusuke Nojima
Analysis of evolutionary multi-tasking as an island model. GECCO (Companion) (2018)
Naoki Masuyama, Chu Kiong Loo, Manjeevan Seera
Personality affected robotic emotional model with associative memory for human-robot interaction. Neurocomputing 272 (2018)
Naoki Masuyama, Chu Kiong Loo, Hisao Ishibuchi, Yusuke Nojima, Yiping Lin
Topological Kernel Bayesian ARTMAP. WAC (2018)
Yiping Liu, Hisao Ishibuchi, Yusuke Nojima, Naoki Masuyama, Ke Shang
Improving 1by1EA to Handle Various Shapes of Pareto Fronts. PPSN (1) (2018)
Naoki Masuyama, Chu Kiong Loo, Farhan Dawood
Kernel Bayesian ART and ARTMAP. Neural Networks 98 (2018)
Naoki Masuyama, Md. Nazrul Islam, Manjeevan Seera, Chu Kiong Loo
Application of emotion affected associative memory based on mood congruency effects for a humanoid. Neural Comput. Appl. 28 (4) (2017)
Wei Hong Chin, Chu Kiong Loo, Naoki Masuyama
Multi-Channel Bayesian ART for robot fusion perception. SSCI (2016)
Naoki Masuyama, Chu Kiong Loo
An Iterative Incremental Learning Algorithm for Complex-Valued Hopfield Associative Memory. ICONIP (4) (2016)
Naoki Masuyama, Chu Kiong Loo
Growing Neural Gas with Correntropy Induced Metric. SSCI (2016)
Zeeshan Rasool, Naoki Masuyama, Md. Nazrul Islam, Chu Kiong Loo
Empathic Interaction Using the Computational Emotion Model. SSCI (2015)
Naoki Masuyama, Chu Kiong Loo
Quantum-Inspired Complex-Valued Multidirectional Associative Memory. IJCNN (2015)
Naoki Masuyama, Chu Kiong Loo
Robotic emotional model with personality factors based on Pleasant-Arousal scaling model. RO-MAN (2015)
Naoki Masuyama, Chu Kiong Loo
Quantum-inspired multidirectional associative memory for human-robot interaction system. FUZZ-IEEE (2014)
Naoki Masuyama, Md. Nazrul Islam, Chu Kiong Loo
Affective communication robot partners using associative memory with mood congruency effects. RiiSS (2014)
Naoki Masuyama, Chu Kiong Loo, Naoyuki Kubota
Quantum-Inspired Bidirectional Associative Memory for Human-Robot Communication. Int. J. Humanoid Robotics 11 (2) (2014)
Naoki Masuyama, Chu Kiong Loo, Naoyuki Kubota
Human-Robot Interaction System with Quantum-Inspired Bidirectional Associative Memory. RVSP (2013)
Naoki Masuyama, Chee Seng Chan, Naoyuki Kubota, Jinseok Woo
Computational Intelligence for Human Interactive Communication of Robot Partners. PRICAI (2012)