Intelligence Computation and Applications
Description
This two-volume set, constitutes the revised selected papers of the 16th International Symposium on Intelligence Computation and Applications, ISICA 2025, held in Guangzhou, China, during November 15-16, 2025.
The 63 full papers included in these proceedings were carefully reviewed and selected from178 submissions. They were organized in the following topical sections:
Part I : Frontiers of Evolutionary Intelligent Optimization Algorithms; Intelligent Systems and Detection Technology.
Part II : Exploration of Computer Vision; Machine Learning and Its Applications; AI Empowering Education and Design Innovation.
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Content
.- Exploration of Computer Vision.
.- Animation Creation Based on the Marginalization of the Elderly in the Digital Age Application and Exploration of Cinema 4D Drawing Technology.
.- A Multi-objective Tracking Method for Low-altitude Litchi Fruit Based on YOLOv8n and Improved ByteTrack.
.- Terminal logistics collaborative delivery based on Two-stage improved algorithm.
.- A New Drone Image Detection Algorithm based on YOLO11.
.- Research on an Early Detection and Visualisation System for Indoor Fires Based on YOLOv8s .
.- Dense Video Captioning based on Multi-modal Adaptive Fusion and Multi-task Regularization.
.- A study on multi-classification of brain tumor MRI based on LightGBM and KPCA feature optimization.
.- Research on the innovative design of Zhuang clothing in Lianshan, Northern Guangdong Province based on AIGC and Style3D virtual technology.
.- Research on crop pest and disease detection method based on improved YOLOv11.
.- A Lightweight Litchi Detection Algorithm Based on Multi-Scale Feature and Contextual Information Fusion.
.- A Review of Student Classroom Status Recognition Technology Research.
.- Machine Learning and Its Applications.
.- Design and Implementation of Multi-objective Optimi-zation Algorithm Based on Deep Reinforcement Learning.
.- Intelligent Competency Modeling for Human Resource Strategy Optimization in the Apparel Industry.
.- Research on Long Dialogue Summarization Based on Pre-trained Language Models.
.- Machine Learning and Digital Twin for Reagent Optimization in Flotation: A Systematic Literature Review.
.- Data Augmentation for Structured Material Data based on Interpretable Variational Autoencoder.
.- An Intelligent Hybrid Machine Learning Framework for E-commerce Analytics and Prediction.
.- AI Agents Empower User Profile Research.
.- A review of research on recommendation algorithms based on knowledge graph.
.- Exploration of Intelligent Agent Development for Data Center Operations Management Based on the Coze Platform.
.- A Feature Selection Algorithm for Citrus Diseases and .
.- The Ecology of Fuzzy Symbols: Interpersonal Meaning Construction in Computer Intelligent Emoji Processing Across Contextual Variations.
.- Machine Learning in the Apparel Industry A Case Study on the Optimization of BP Neural Networks using Genetic Algorithms.
.- Research on autonomous driving algorithms based on deep reinforcement learning.
.- AI Empowering Education and Design Innovation.
.- A Study on the Innovative Application of Artificial Intelligence in the Design of Ethnic Minority Clothing in Northern Guangdong and Its Impacts .
.- A study of the influence of fashion toy elements and green eco-friendly materials on furniture design innovativeness and market success based on structural equation modelling.
.- Innovative Application of AIGC and Style3D Virtual Technology Based on AIGC in Clothing Design.
.- Research on the innovative design of Zhuang clothing in Lianshan, Northern Guangdong Province based on AIGC and Style3D virtual technology.
.- Artificial Intelligence Empowering The Design Innovation And Application Of Intangible Cultural Heritage Creative Products: A Case Study Of Dragon Boat Culture.
.- AI Technology Application on Enterprise Digital Job Crafting and Ambidextrous Innovation Performance.
.- Intelligent Computing-Enabled Experimental Teaching of Integrated Counters: Method Innovation and Effect Verification.
.- The Psychosocial Research Ecology of Translation Teachers in the AI Era: Mechanisms Linking Motivation, Self-Efficacy, and Perceived Team Support to Research Anxiety.