Advances in Computational Collective Intelligence (eBook, PDF)

17th International Conference, ICCCI 2025, Ho Chi Minh City, Vietnam, November 12-15, 2025, Proceedings, Part I
Redaktion: Nguyen, Ngoc Thanh; Vossen, Gottfried; Treur, Jan; Nunez, Manuel; Nguyen van, Sinh; Kozierkiewicz, Adrianna; Dinh Duc Anh, Vu

• Format: PDF

Produktbeschreibung

This two-volume set CCIS 2747-2748 constitutes the refereed proceedings of the 17th International Conference on Computational Collective Intelligence, ICCCI 2025, held in Ho Chi Minh City, Vietnam, during November 12-15, 2025.

The 67 full papers included in this book were carefully reviewed and selected from 290 submissions. The papers are organized in the following topical sections:

Part I: Collective Intelligence and Collective Decision-Making; Cooperative Strategies for Decision Making and Optimization; Computational Intelligence for Digital Content Understanding; Data Fusion and Application for Industry 4.0; and Natural Language Processing.

Part II: Deep Learning Techniques; Social Networks and Intelligent Systems; Computational Intelligence in Medical Applications; Data Mining and Machine Learning; and Cybersecurity, Blockchain Technology and Internet of Things.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 499
• Erscheinungstermin: 7. November 2025
• Englisch
• ISBN-13: 9783032102027
• Artikelnr.: 75845631

Inhaltsangabe

.
Collective Intelligence and Collective Decision
Making .
Multi
Agents UAV Coordination for Evacuation Support in Disaster
Affected Areas. .
A Multi
Agent Model of Knowledge Acquisition. .
A General Framework for Collective Recommendation System using Dynamic Users Clustering. .
Which motivation strategy impacts game player the most?. .
Multidimensional vector ranking algorithm for the group recommendation system. .
Cooperative Strategies for Decision Making and Optimization .
Multi Objective Optimization of the Home HealthCare Optimization Problem using Machine Learning and Tabu Search. .
Parallel Memetic Differential Evolution for Minimum Sum
of
Squares Clustering. .
Performance Analysis and Optimization for a Multi
tasking Federated Learning Framework. .
Generating All Connected and Non
Isomorphic Regular Graphs Using a Constraint
Based Approach. .
Stock Price Prediction with PSO
LSTM: A Case Study on Global Corporations. .
Computational Intelligence for Digital Content Understanding .
Classification of Violent Scenes in Cartoon Videos Using Deep Learning Techniques. .
Real
Time Automated Detection of Violent Content in Animated Cartoons Using YOLO. .
RAViS: Region
Aware Video Style Transfer with Prompt
Based Attention. .
Chat2Edit: A Prompt
based Image Editor with Live Feedback and Parameter Recommendation. .
Integrating Local Features into Vision Transformer Architecture for Vietnamese Visual Question Answering. .
Vision Transformer explainability: Enhancing class activation map of every heads using confidence scores with perturbation. .
Enhancing Visual Question Answering with Semantic
Preserving Image Generation. .
Smart Handwritten Notes Recognition: AI
Powered Solutions for Learning Beyond. .
Data Fusion and Application for Industry 4.0 .
Chart VQA: A Step Towards Visual Understanding. .
Mind Sparks: Detecting Aha Moments for Personalized Learning with EEG, .
BiComplex Multimodal Fusion with Entity Attention. .
Advancing Multimodal Knowledge Graph Completion with KAN Fusion and Quaternion Fourier Transform Filtering. .
Topological Framework for Exploring Imbalanced Time Series. .
Enhancing Class Incremental Learning with Fisher
Weighted Parameter Fusion and Feature Alignment. .
Predicting Thesis Orientation for Student Based on Academic Performance. .
Natural Language Processing .
How Good is BLI as an Alignment Measure: A Study in Word Embedding Paradigm. .
Augmenting Classical Chinese
Modern Vietnamese Couplet Parallel Corpus using LLM
assisted methods. .
Enhancing Embedding Representations for Large Language Models: A Comparative Study of the Hashing Trick and One
Hot Encoding. .
Summarizing Vietnamese Books Using a Multi
stage Hybrid Pipeline. .
Parallel speech corpus of Kazakh and Turkish languages: methodology of creation and application prospects. .
Vietnamese Question Answering on Tabular Data via Large Language Models. .
Leveraging GPT
4 for Cryptocurrency News Sentiment Detection: A Multi
Model Benchmarking. .
A Benchmark Dataset and Evaluation Framework for Vietnamese Large Language Models in Customer Support.