Naoki Masuyama

Orcid: 0000-0002-2886-1588

According to our database1, Naoki Masuyama authored at least 66 papers between 2012 and 2023.

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Bibliography

2023
Multi-Label Classification via Adaptive Resonance Theory-Based Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

System design optimization with mixed subsystems failure dependencies.
Reliab. Eng. Syst. Saf., 2023

Privacy-preserving Continual Federated Clustering via Adaptive Resonance Theory.
CoRR, 2023

A Parameter-free Adaptive Resonance Theory-based Topological Clustering Algorithm Capable of Continual Learning.
CoRR, 2023

Reference Vector Adaptation and Mating Selection Strategy via Adaptive Resonance Theory-Based Clustering for Many-Objective Optimization.
IEEE Access, 2023

Adaptive Resonance Theory-Based Topological Clustering with Node Deletion Mechanism for Evolving Stream Data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

A Decomposition-based Multi-modal Multi-objective Evolutionary Algorithm with Problem Transformation into Two-objective Subproblems.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Fuzzy Classifiers with a Two-Stage Reject Option.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022
Class-wise Classifier Design Capable of Continual Learning using Adaptive Resonance Theory-based Topological Clustering.
CoRR, 2022

Adaptive Resonance Theory-Based Topological Clustering With a Divisive Hierarchical Structure Capable of Continual Learning.
IEEE Access, 2022

Behavior Analysis of Constrained Multiobjective Evolutionary Algorithms using Scalable Constrained Multi-Modal Distance Minimization Problems.
Proceedings of the World Automation Congress, 2022

Error-Reject Tradeoff Analysis on Two-Stage Classifier Design with a Reject Option.
Proceedings of the World Automation Congress, 2022

Effects of Accuracy-based Single-Objective Optimization in Multiobjective Fuzzy Genetics-based Machine Learning.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

Search Process Analysis of Multiobjective Evolutionary Algorithms using Convergence-Diversity Diagram.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

Adaptive Resonance Theory-based Clustering for Handling Mixed Data.
Proceedings of the International Joint Conference on Neural Networks, 2022

Evolutionary Multi-Objective Multi-Tasking for Fuzzy Genetics-Based Machine Learning in Multi-Label Classification.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Analytical Methods to Separately Evaluate Convergence and Diversity for Multi-objective Optimization.
Proceedings of the Metaheuristics - 14th International Conference, 2022

2021
Effects of Different Optimization Formulations in Evolutionary Reinforcement Learning on Diverse Behavior Generation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Multi-Modal Multi-Objective Traveling Salesman Problem and its Evolutionary Optimizer.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020
Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multimodal Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2020

Adapting Reference Vectors and Scalarizing Functions by Growing Neural Gas to Handle Irregular Pareto Fronts.
IEEE Trans. Evol. Comput., 2020

Multi-label Classification Based on Adaptive Resonance Theory.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Multilayer Clustering Based on Adaptive Resonance Theory for Noisy Environments.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Effects of dominance resistant solutions on the performance of evolutionary multi-objective and many-objective algorithms.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Multiobjective Fuzzy Genetics-Based Machine Learning for Multi-Label Classification.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Many-Objective Problems Are Not Always Difficult for Pareto Dominance-Based Evolutionary Algorithms.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

On the Normalization in Evolutionary Multi-Modal Multi-Objective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Effects of Local Mating in Inter-task Crossover on the Performance of Decomposition-based Evolutionary Multiobjective Multitask optimization Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Divisive Hierarchical Clustering Based on Adaptive Resonance Theory.
Proceedings of the International Symposium on Community-centric Systems, 2020

2019
A Kernel Bayesian Adaptive Resonance Theory with A Topological Structure.
Int. J. Neural Syst., 2019

Topological Clustering via Adaptive Resonance Theory With Information Theoretic Learning.
IEEE Access, 2019

Diagnosing Metabolic Syndrome Using Genetically Optimised Bayesian ARTMAP.
IEEE Access, 2019

Fast Topological Adaptive Resonance Theory Based on Correntropy Induced Metric.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Optimal Distributions of Solutions for Hypervolume Maximization on Triangular and Inverted Triangular Pareto Fronts of Four-Objective Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Effect of Solution Information Sharing between Tasks on the Search Ability of Evolutionary Multiobjective Multitasking Algorithms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Constrained multiobjective distance minimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Comparison of Hypervolume, IGD and IGD+ from the Viewpoint of Optimal Distributions of Solutions.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible Regions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Searching for Local Pareto Optimal Solutions: A Case Study on Polygon-Based Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Two-Layered Weight Vector Specification in Decomposition-Based Multi-Objective Algorithms for Many-Objective Optimization Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Quantum-Inspired Multidirectional Associative Memory With a Self-Convergent Iterative Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Kernel Bayesian ART and ARTMAP.
Neural Networks, 2018

Personality affected robotic emotional model with associative memory for human-robot interaction.
Neurocomputing, 2018

Recurrent Kernel Extreme Reservoir Machine for Time Series Prediction.
IEEE Access, 2018

Topological Kernel Bayesian ARTMAP.
Proceedings of the 2018 World Automation Congress, 2018

Parameters Estimation in Topological Kernel Bayesian ART using Multi-objective Particle Swarm Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Performance Comparison of Multiobjective Evolutionary Algorithms on Problems with Partially Different Properties from Popular Test Suites.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Multiobjective Evolutionary Data Mining for Performance Improvement of Evolutionary Multiobjective Optimization.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Improving 1by1EA to Handle Various Shapes of Pareto Fronts.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

A Double-Niched Evolutionary Algorithm and Its Behavior on Polygon-Based Problems.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Use of Two Reference Points in Hypervolume-Based Evolutionary Multiobjective Optimization Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Dual-grid model of MOEA/D for evolutionary constrained multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Analysis of evolutionary multi-tasking as an island model.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Dynamic Specification of a Reference Point for Hypervolume Calculation in SMS-EMOA.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Application of emotion affected associative memory based on mood congruency effects for a humanoid.
Neural Comput. Appl., 2017

2016
Growing Neural Gas with Correntropy Induced Metric.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Multi-Channel Bayesian ART for robot fusion perception.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An Iterative Incremental Learning Algorithm for Complex-Valued Hopfield Associative Memory.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015
Empathic Interaction Using the Computational Emotion Model.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Robotic emotional model with personality factors based on Pleasant-Arousal scaling model.
Proceedings of the 24th IEEE International Symposium on Robot and Human Interactive Communication, 2015

Quantum-Inspired Complex-Valued Multidirectional Associative Memory.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Quantum-Inspired Bidirectional Associative Memory for Human-Robot Communication.
Int. J. Humanoid Robotics, 2014

Affective communication robot partners using associative memory with mood congruency effects.
Proceedings of the 2014 IEEE Symposium on Robotic Intelligence in Informationally Structured Space, 2014

Quantum-inspired multidirectional associative memory for human-robot interaction system.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Human-Robot Interaction System with Quantum-Inspired Bidirectional Associative Memory.
Proceedings of the Second International Conference on Robot, Vision and Signal Processing, 2013

2012
Computational Intelligence for Human Interactive Communication of Robot Partners.
Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012


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