Naoki Masuyama

91 papers A* 1A 4B 20C 1Misc 2Journal 31Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A parameter-free adaptive resonance theory-based topological clustering algorithm capable of continual learning. Neural Comput. Appl. Naoki Masuyama, Takanori Takebayashi, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi, Stefan Wermter
2026	J	`jnl`	Fairness via Fuzzy Systems: Analysis of Accuracy-Fairness Tradeoff by Multiobjective Fuzzy Genetics-Based Machine Learning. IEEE Trans. Fuzzy Syst. Takeru Konishi, Naoki Masuyama, Jorge Casillas, Yusuke Nojima
2025	B	`conf`	A Clustering-based Sample Selection Method for Improving Replay Buffer Quality in Continual Self-Supervised Learning. IJCNN Naoki Masuyama, Ryosuke Fujii, Takato Kinoshita, Yusuke Nojima
2025	J	`jnl`	Adaptive Topological Mapping With Free Area-Based Node Deletion for Autonomous Mobile Robots. IEEE Access Haruka Ozaki, Yuichiro Toda, Naoki Masuyama, Kai Fuji, Takayuki Matsuno
2025	J	`jnl`	An Adaptive Resonance Theory-based Topological Clustering Algorithm with a Self-Adjusting Vigilance Parameter. CoRR Naoki Masuyama, Yuichiro Toda, Yusuke Nojima, Hisao Ishibuchi
2025	—	`conf`	LIMES: Learning from Imbalanced Data via Multiform Multi-Objective Feature Selection. GECCO Companion Ruwang Jiao, Tao Peng, Naoki Masuyama, Yusuke Nojima
2025	—	`conf`	MEFC: MAP-Elites-based Fuzzy Classifier Design. FUZZ Takeru Konishi, Naoki Masuyama, Yusuke Nojima
2025	J	`jnl`	MLATC: Fast Hierarchical Topological Mapping from 3D LiDAR Point Clouds Based on Adaptive Resonance Theory. CoRR Ryosuke Ofuchi, Yuichiro Toda, Naoki Masuyama, Takayuki Matsuno
2025	J	`jnl`	Neuro-Mimetic Developmental Architecture for Continual Learning Through Self-Organizing Multimodal Perception Coordination. IEEE Access Farhan Dawood, Naoki Masuyama, Chu Kiong Loo
2024	—	`conf`	A Decomposition-based Constrained Multi-objective Evolutionary Algorithm with Adaptive Weight Adjustment. SCIS/ISIS Yuki Azuma, Naoki Masuyama, Yusuke Nojima
2024	B	`conf`	A Federated Data-driven Multiobjective Evolutionary Algorithm via Continual Learnable Clustering. CEC Takato Kinoshita, Naoki Masuyama, Yusuke Nojima
2024	B	`conf`	A Growing Hierarchical Clustering Algorithm via Parameter-free Adaptive Resonance Theory. IJCNN Kazuki Tashiro, Naoki Masuyama, Yusuke Nojima
2024	J	`jnl`	Adaptive Resonance Theory-Based Global Topological Map Building for an Autonomous Mobile Robot. IEEE Access Yuichiro Toda, Naoki Masuyama
2024	Misc	`conf`	Clustering-Based Automatic Codeword Lengths Determination in Self-Supervised Learning. ICMLC Takanori Takebayashi, Naoki Masuyama, Yusuke Nojima
2024	—	`conf`	Constrained Multi-Modal Multi-Objective Evolutionary Algorithm with Problem Transformation into Two-Objective Subproblems. SCIS/ISIS Teruhiko Tokusaka, Naoki Masuyama, Yusuke Nojima
2024	—	`conf`	Enhancing Machine Learning Interpretability Through a Graphical User Interface. SCIS/ISIS Alexandre K. Tabouret, Eric Michael Vernon, Naoki Masuyama, Yusuke Nojima
2024	—	`conf`	Fairness-aware Classifier Design via Multi-objective Fuzzy Genetics-based Machine Learning. FUZZ Takeru Konishi, Naoki Masuyama, Jorge Casillas, Yusuke Nojima
2024	—	`conf`	Hierarchical Fuzzy Classifier Design Using a Reject Option. FUZZ Rowan Fuerst, Naoki Masuyama, Yusuke Nojima
2024	—	`conf`	Importance of Temporal Information in Fish Habitat Assessment Using Multiobjective Fuzzy Genetics-Based Machine Learning. iFUZZY Yusuke Nojima, Shion Takasaki, Shinji Fukuda, Naoki Masuyama
2024	J	`jnl`	Integrating White and Black Box Techniques for Interpretable Machine Learning. CoRR Eric Michael Vernon, Naoki Masuyama, Yusuke Nojima
2024	J	`jnl`	Privacy-Preserving Continual Federated Clustering via Adaptive Resonance Theory. IEEE Access Naoki Masuyama, Yusuke Nojima, Yuichiro Toda, Chu Kiong Loo, Hisao Ishibuchi, Naoyuki Kubota
2023	—	`conf`	A Decomposition-based Multi-modal Multi-objective Evolutionary Algorithm with Problem Transformation into Two-objective Subproblems. GECCO Companion Yusuke Nojima, Yuto Fujii, Naoki Masuyama, Yiping Liu, Hisao Ishibuchi
2023	J	`jnl`	A Parameter-free Adaptive Resonance Theory-based Topological Clustering Algorithm Capable of Continual Learning. CoRR Naoki Masuyama, Takanori Takebayashi, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi, Stefan Wermter
2023	Misc	`conf`	Adaptive Resonance Theory-Based Topological Clustering with Node Deletion Mechanism for Evolving Stream Data. ICMLC Takanori Takebayashi, Naoki Masuyama, Yusukeusuke Nijima
2023	—	`conf`	Fuzzy Classifiers with a Two-Stage Reject Option. FUZZ Yusuke Nojima, Koyo Kawano, Hajime Shimahara, Eric Vernon, Naoki Masuyama, Hisao Ishibuchi
2023	J	`jnl`	Multi-Label Classification via Adaptive Resonance Theory-Based Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Naoki Masuyama, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi
2023	J	`jnl`	Privacy-preserving Continual Federated Clustering via Adaptive Resonance Theory. CoRR Naoki Masuyama, Yusuke Nojima, Yuichiro Toda, Chu Kiong Loo, Hisao Ishibuchi, Naoyuki Kubota
2023	J	`jnl`	Reference Vector Adaptation and Mating Selection Strategy via Adaptive Resonance Theory-Based Clustering for Many-Objective Optimization. IEEE Access Takato Kinoshita, Naoki Masuyama, Yiping Liu, Yusuke Nojima, Hisao Ishibuchi
2023	J	`jnl`	System design optimization with mixed subsystems failure dependencies. Reliab. Eng. Syst. Saf. Mohamed Arezki Mellal, Enrico Zio, Sameer Al-Dahidi, Naoki Masuyama, Yusuke Nojima
2022	J	`jnl`	Adaptive Resonance Theory-Based Topological Clustering With a Divisive Hierarchical Structure Capable of Continual Learning. IEEE Access Naoki Masuyama, Narito Amako, Yuna Yamada, Yusuke Nojima, Hisao Ishibuchi
2022	B	`conf`	Adaptive Resonance Theory-based Clustering for Handling Mixed Data. IJCNN Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi, Zongying Liu
2022	J	`jnl`	Adaptive Resonance Theory-based Topological Clustering with a Divisive Hierarchical Structure Capable of Continual Learning. CoRR Naoki Masuyama, Narito Amako, Yuna Yamada, Yusuke Nojima, Hisao Ishibuchi
2022	—	`conf`	Analytical Methods to Separately Evaluate Convergence and Diversity for Multi-objective Optimization. MIC Takato Kinoshita, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
2022	—	`conf`	Behavior Analysis of Constrained Multiobjective Evolutionary Algorithms using Scalable Constrained Multi-Modal Distance Minimization Problems. WAC Maaya Yano, Naoki Masuyama, Yusuke Nojima
2022	J	`jnl`	Class-wise Classifier Design Capable of Continual Learning using Adaptive Resonance Theory-based Topological Clustering. CoRR Naoki Masuyama, Itsuki Tsubota, Yusuke Nojima, Hisao Ishibuchi
2022	—	`conf`	Effects of Accuracy-based Single-Objective Optimization in Multiobjective Fuzzy Genetics-based Machine Learning. SCIS/ISIS Takeru Konishi, Naoki Masuyama, Yusuke Nojima
2022	—	`conf`	Error-Reject Tradeoff Analysis on Two-Stage Classifier Design with a Reject Option. WAC Eric Michael Vernon, Naoki Masuyama, Yusuke Nojima
2022	B	`conf`	Evolutionary Multi-Objective Multi-Tasking for Fuzzy Genetics-Based Machine Learning in Multi-Label Classification. FUZZ-IEEE Yuichi Omozaki, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
2022	J	`jnl`	Reference Vector Adaptation and Mating Selection Strategy via Adaptive Resonance Theory-based Clustering for Many-objective Optimization. CoRR Takato Kinoshita, Naoki Masuyama, Yiping Liu, Yusuke Nojima, Hisao Ishibuchi
2022	—	`conf`	Search Process Analysis of Multiobjective Evolutionary Algorithms using Convergence-Diversity Diagram. SCIS/ISIS Takato Kinoshita, Naoki Masuyama, Yusuke Nojima
2021	—	`conf`	Effects of Different Optimization Formulations in Evolutionary Reinforcement Learning on Diverse Behavior Generation. SSCI Victor Villin, Naoki Masuyama, Yusuke Nojima
2021	J	`jnl`	Effects of Different Optimization Formulations in Evolutionary Reinforcement Learning on Diverse Behavior Generation. CoRR Victor Villin, Naoki Masuyama, Yusuke Nojima
2021	B	`conf`	Multi-Modal Multi-Objective Traveling Salesman Problem and its Evolutionary Optimizer. SMC Yiping Liu, Liting Xu, Yuyan Han, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi, Gary G. Yen
2021	J	`jnl`	Multi-label Classification via Adaptive Resonance Theory-based Clustering. CoRR Naoki Masuyama, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi
2020	J	`jnl`	Adapting Reference Vectors and Scalarizing Functions by Growing Neural Gas to Handle Irregular Pareto Fronts. IEEE Trans. Evol. Comput. Yiping Liu, Hisao Ishibuchi, Naoki Masuyama, Yusuke Nojima
2020	A*	`conf`	Divisive Hierarchical Clustering Based on Adaptive Resonance Theory. CcS Yuna Yamada, Naoki Masuyama, Narito Amako, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi
2020	B	`conf`	Effects of Local Mating in Inter-task Crossover on the Performance of Decomposition-based Evolutionary Multiobjective Multitask optimization Algorithms. CEC Ryuichi Hashimoto, Toshiki Urita, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
2020	A	`conf`	Effects of dominance resistant solutions on the performance of evolutionary multi-objective and many-objective algorithms. GECCO Hisao Ishibuchi, Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima
2020	J	`jnl`	Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multimodal Multiobjective Optimization. IEEE Trans. Evol. Comput. Yiping Liu, Hisao Ishibuchi, Gary G. Yen, Yusuke Nojima, Naoki Masuyama
2020	A	`conf`	Many-Objective Problems Are Not Always Difficult for Pareto Dominance-Based Evolutionary Algorithms. ECAI Hisao Ishibuchi, Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima
2020	—	`conf`	Multi-label Classification Based on Adaptive Resonance Theory. SSCI Naoki Masuyama, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi
2020	B	`conf`	Multilayer Clustering Based on Adaptive Resonance Theory for Noisy Environments. IJCNN Narito Amako, Naoki Masuyama, Chu Kiong Loo, Yusuke Nojima, Yiping Liu, Hisao Ishibuchi
2020	B	`conf`	Multiobjective Fuzzy Genetics-Based Machine Learning for Multi-Label Classification. FUZZ-IEEE Yuichi Omozaki, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
2020	B	`conf`	On the Normalization in Evolutionary Multi-Modal Multi-Objective Optimization. CEC Yiping Liu, Hisao Ishibuchi, Gary G. Yen, Yusuke Nojima, Naoki Masuyama, Yuyan Han
2019	J	`jnl`	A Kernel Bayesian Adaptive Resonance Theory with A Topological Structure. Int. J. Neural Syst. Naoki Masuyama, Chu Kiong Loo, Stefan Wermter
2019	B	`conf`	A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible Regions. CEC Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
2019	C	`conf`	Comparison of Hypervolume, IGD and IGD+ from the Viewpoint of Optimal Distributions of Solutions. EMO Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima
2019	A	`conf`	Constrained multiobjective distance minimization problems. GECCO Yusuke Nojima, Takafumi Fukase, Yiping Liu, Naoki Masuyama, Hisao Ishibuchi
2019	J	`jnl`	Diagnosing Metabolic Syndrome Using Genetically Optimised Bayesian ARTMAP. IEEE Access Habeebah Adamu Kakudi, Chu Kiong Loo, Foong Ming Moy, Naoki Masuyama, Kitsuchart Pasupa
2019	—	`conf`	Effect of Solution Information Sharing between Tasks on the Search Ability of Evolutionary Multiobjective Multitasking Algorithms. SSCI Ryuichi Hashimoto, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
2019	—	`conf`	Fast Topological Adaptive Resonance Theory Based on Correntropy Induced Metric. SSCI Naoki Masuyama, Narito Amako, Yusuke Nojima, Yiping Liu, Chu Kiong Loo, Hisao Ishibuchi
2019	—	`conf`	Optimal Distributions of Solutions for Hypervolume Maximization on Triangular and Inverted Triangular Pareto Fronts of Four-Objective Problems. SSCI Hisao Ishibuchi, Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima
2019	B	`conf`	Searching for Local Pareto Optimal Solutions: A Case Study on Polygon-Based Problems. CEC Yiping Liu, Hisao Ishibuchi, Yusuke Nojima, Naoki Masuyama, Yuyan Han
2019	J	`jnl`	Topological Clustering via Adaptive Resonance Theory With Information Theoretic Learning. IEEE Access Naoki Masuyama, Chu Kiong Loo, Hisao Ishibuchi, Naoyuki Kubota, Yusuke Nojima, Yiping Liu
2019	B	`conf`	Two-Layered Weight Vector Specification in Decomposition-Based Multi-Objective Algorithms for Many-Objective Optimization Problems. CEC Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima
2018	—	`conf`	A Double-Niched Evolutionary Algorithm and Its Behavior on Polygon-Based Problems. PPSN (1) Yiping Liu, Hisao Ishibuchi, Yusuke Nojima, Naoki Masuyama, Ke Shang
2018	—	`conf`	Analysis of evolutionary multi-tasking as an island model. GECCO (Companion) Ryuichi Hashimoto, Hisao Ishibuchi, Naoki Masuyama, Yusuke Nojima
2018	A	`conf`	Dual-grid model of MOEA/D for evolutionary constrained multiobjective optimization. GECCO Hisao Ishibuchi, Takefumi Fukase, Naoki Masuyama, Yusuke Nojima
2018	B	`conf`	Dynamic Specification of a Reference Point for Hypervolume Calculation in SMS-EMOA. CEC Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima
2018	—	`conf`	Improving 1by1EA to Handle Various Shapes of Pareto Fronts. PPSN (1) Yiping Liu, Hisao Ishibuchi, Yusuke Nojima, Naoki Masuyama, Ke Shang
2018	J	`jnl`	Kernel Bayesian ART and ARTMAP. Neural Networks Naoki Masuyama, Chu Kiong Loo, Farhan Dawood
2018	B	`conf`	Multiobjective Evolutionary Data Mining for Performance Improvement of Evolutionary Multiobjective Optimization. SMC Naoki Masuyama, Yuki Tanigaki, Yusuke Nojima, Hisao Ishibuchi
2018	—	`conf`	Parameters Estimation in Topological Kernel Bayesian ART using Multi-objective Particle Swarm Optimization. SSCI Gin Chong Lee, Chu Kiong Loo, Naoki Masuyama
2018	B	`conf`	Performance Comparison of Multiobjective Evolutionary Algorithms on Problems with Partially Different Properties from Popular Test Suites. SMC Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
2018	J	`jnl`	Personality affected robotic emotional model with associative memory for human-robot interaction. Neurocomputing Naoki Masuyama, Chu Kiong Loo, Manjeevan Seera
2018	J	`jnl`	Quantum-Inspired Multidirectional Associative Memory With a Self-Convergent Iterative Learning. IEEE Trans. Neural Networks Learn. Syst. Naoki Masuyama, Chu Kiong Loo, Manjeevan Seera, Naoyuki Kubota
2018	J	`jnl`	Recurrent Kernel Extreme Reservoir Machine for Time Series Prediction. IEEE Access Zongying Liu, Chu Kiong Loo, Naoki Masuyama, Kitsuchart Pasupa
2018	—	`conf`	Topological Kernel Bayesian ARTMAP. WAC Naoki Masuyama, Chu Kiong Loo, Hisao Ishibuchi, Yusuke Nojima, Yiping Lin
2018	—	`conf`	Use of Two Reference Points in Hypervolume-Based Evolutionary Multiobjective Optimization Algorithms. PPSN (1) Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima
2017	J	`jnl`	Application of emotion affected associative memory based on mood congruency effects for a humanoid. Neural Comput. Appl. Naoki Masuyama, Md. Nazrul Islam, Manjeevan Seera, Chu Kiong Loo
2016	—	`conf`	An Iterative Incremental Learning Algorithm for Complex-Valued Hopfield Associative Memory. ICONIP (4) Naoki Masuyama, Chu Kiong Loo
2016	—	`conf`	Growing Neural Gas with Correntropy Induced Metric. SSCI Naoki Masuyama, Chu Kiong Loo
2016	—	`conf`	Multi-Channel Bayesian ART for robot fusion perception. SSCI Wei Hong Chin, Chu Kiong Loo, Naoki Masuyama
2015	—	`conf`	Empathic Interaction Using the Computational Emotion Model. SSCI Zeeshan Rasool, Naoki Masuyama, Md. Nazrul Islam, Chu Kiong Loo
2015	B	`conf`	Quantum-Inspired Complex-Valued Multidirectional Associative Memory. IJCNN Naoki Masuyama, Chu Kiong Loo
2015	B	`conf`	Robotic emotional model with personality factors based on Pleasant-Arousal scaling model. RO-MAN Naoki Masuyama, Chu Kiong Loo
2014	—	`conf`	Affective communication robot partners using associative memory with mood congruency effects. RiiSS Naoki Masuyama, Md. Nazrul Islam, Chu Kiong Loo
2014	J	`jnl`	Quantum-Inspired Bidirectional Associative Memory for Human-Robot Communication. Int. J. Humanoid Robotics Naoki Masuyama, Chu Kiong Loo, Naoyuki Kubota
2014	B	`conf`	Quantum-inspired multidirectional associative memory for human-robot interaction system. FUZZ-IEEE Naoki Masuyama, Chu Kiong Loo
2013	—	`conf`	Human-Robot Interaction System with Quantum-Inspired Bidirectional Associative Memory. RVSP Naoki Masuyama, Chu Kiong Loo, Naoyuki Kubota
2012	B	`conf`	Computational Intelligence for Human Interactive Communication of Robot Partners. PRICAI Naoki Masuyama, Chee Seng Chan, Naoyuki Kubota, Jinseok Woo