16th International Conference on Swarm Intelligence, ICSI 2025, Yokohama, Japan, July 11-15, 2025, Proceedings, Part II Herausgeber: Tan, Ying; Shi, Yuhui
16th International Conference on Swarm Intelligence, ICSI 2025, Yokohama, Japan, July 11-15, 2025, Proceedings, Part II Herausgeber: Tan, Ying; Shi, Yuhui
This two-volume set LNCS 16011 and 16012 constitutes the refereed post-conference proceedings of the 16th International Conference on Advances in Swarm Intelligence, ICSI 2025, held in Yokohama, Japan, during July 11-15, 2025. The 54 revised full papers presented in these proceedings were carefully reviewed and selected from 116 submissions. The papers are organized in the following topical sections: Particle Swarm Optimization; Swarm Optimization Algorithms; Swarm of Large Language Models; Agent and Multi-agents; Vehicle Routing; Multiobjective Optimization; Approaches for Classification and…mehr
This two-volume set LNCS 16011 and 16012 constitutes the refereed post-conference proceedings of the 16th International Conference on Advances in Swarm Intelligence, ICSI 2025, held in Yokohama, Japan, during July 11-15, 2025. The 54 revised full papers presented in these proceedings were carefully reviewed and selected from 116 submissions. The papers are organized in the following topical sections: Particle Swarm Optimization; Swarm Optimization Algorithms; Swarm of Large Language Models; Agent and Multi-agents; Vehicle Routing; Multiobjective Optimization; Approaches for Classification and Feature Selection; Prediction and Detection Algorithms; Machine Learning.
. Multiobjective Optimization. . Enhanced Multi objective Particle Swarm Optimization Algorithms. . Evolutionary Multiobjective Optimization of Mixed Neural Network Controllers for Hexapod Robot Locomotion Control. . Entropy Informed Stochastic Improvement for Indicator Based Multiobjective Optimization. . LA NSGA II: A Multi Objective Evolutionary Approach for Patient Referral Optimization in Integrated Healthcare Networks. . Constrained Multimodal Multi objective Optimization Algorithm Based on Improved PPS Framework. . A Constrained Multi Objective Differential Evolution Algorithm Based on Evolutionary Multi Task Optimization. . Approaches for Classification and Feature Selection. . Comparative Analysis of Segmentation and Classification Models of Retinopathies in Ophthalmological Images. . Integration of Magnetic Resonance Imaging and Neuropsychological Data for Automated Parkinson’s Diagnosis. . Integrating Multi modal Contrastive Learning and Multi scale Feature Extractor for Liver Cancer Classification. . Optimization of Classification Models for Heart Disease: Comparison between Feature Selection and Dimensionality Reduction Techniques. . Enhanced Differential Evolution Based Multi modal Feature Selection in Power Equipment Defect Detection. . Multi Strategy Improved Pelican Optimization Algorithm for Solving Minimal Attribute Reduction Problem. . Prediction and Detection Algorithms. . An Efficient Neural Network based Mathematical Modelling for Iron Ore Quality Prediction. . How Data Missing Affects Stability of Feature Selection: An Empirical Study. . Research on Sound Source Identification Method for Beach Search and Rescue Based on Convolutional Neural Network. . A Mutual Information based Adaptive Large Neighborhood Search for Solving Inventory constrained Cigarette Formulation Maintenance Problem. . Ingredient Detection from Low Quality Images of Food Labels. . From Single tasking Swarming to Multi tasking Heterogeneous Swarming for Solving Non uniform Area Coverage Problems. . A Lightweight YOLOv11 based Model with Small Object Enhance Pyramid for Underwater Object Detection in Aerial Imagery. . Machine Learning. . Dual Path Optimization for Open World Test Time Training. . Distributed Geometric Control of Underactuated UAVs for Cooperative Transportation. . Design and Implementation of Risk Control Model and Scenario Adaptation Method Based on Graph Machine Learning. . Incremental Update Strategy for Continuous Action Iterated Hierarchical Dilemma. . Modeling of Parent Child Interaction through Facial Expressions for Childcare Support Systems. . Fast Symbolic Regression Benchmarking.
. Multiobjective Optimization. . Enhanced Multi objective Particle Swarm Optimization Algorithms. . Evolutionary Multiobjective Optimization of Mixed Neural Network Controllers for Hexapod Robot Locomotion Control. . Entropy Informed Stochastic Improvement for Indicator Based Multiobjective Optimization. . LA NSGA II: A Multi Objective Evolutionary Approach for Patient Referral Optimization in Integrated Healthcare Networks. . Constrained Multimodal Multi objective Optimization Algorithm Based on Improved PPS Framework. . A Constrained Multi Objective Differential Evolution Algorithm Based on Evolutionary Multi Task Optimization. . Approaches for Classification and Feature Selection. . Comparative Analysis of Segmentation and Classification Models of Retinopathies in Ophthalmological Images. . Integration of Magnetic Resonance Imaging and Neuropsychological Data for Automated Parkinson’s Diagnosis. . Integrating Multi modal Contrastive Learning and Multi scale Feature Extractor for Liver Cancer Classification. . Optimization of Classification Models for Heart Disease: Comparison between Feature Selection and Dimensionality Reduction Techniques. . Enhanced Differential Evolution Based Multi modal Feature Selection in Power Equipment Defect Detection. . Multi Strategy Improved Pelican Optimization Algorithm for Solving Minimal Attribute Reduction Problem. . Prediction and Detection Algorithms. . An Efficient Neural Network based Mathematical Modelling for Iron Ore Quality Prediction. . How Data Missing Affects Stability of Feature Selection: An Empirical Study. . Research on Sound Source Identification Method for Beach Search and Rescue Based on Convolutional Neural Network. . A Mutual Information based Adaptive Large Neighborhood Search for Solving Inventory constrained Cigarette Formulation Maintenance Problem. . Ingredient Detection from Low Quality Images of Food Labels. . From Single tasking Swarming to Multi tasking Heterogeneous Swarming for Solving Non uniform Area Coverage Problems. . A Lightweight YOLOv11 based Model with Small Object Enhance Pyramid for Underwater Object Detection in Aerial Imagery. . Machine Learning. . Dual Path Optimization for Open World Test Time Training. . Distributed Geometric Control of Underactuated UAVs for Cooperative Transportation. . Design and Implementation of Risk Control Model and Scenario Adaptation Method Based on Graph Machine Learning. . Incremental Update Strategy for Continuous Action Iterated Hierarchical Dilemma. . Modeling of Parent Child Interaction through Facial Expressions for Childcare Support Systems. . Fast Symbolic Regression Benchmarking.
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