Full Description
This four-volume set constitutes the refereed proceedings of the First International Conference on on Computational Intelligence in Engineering Science, ICCIES 2025, in Ho Chi Minh City, Vietnam, during July 23-25, 2025.
The 115 full papers presented in these proceedings were carefully reviewed and selected from 210 submissions. The papers are organized in the following topical sections:
Part I: Machine Learning; Wireless Networks (6G)
Part II: Computer Vision; Natural Language Processing
Part III: Intelligent Systems; Internet of Things
Part IV: Machine Learning; Control Systems
Contents
.- Computer Vision.
.- A Fusion-Based Deep Learning Approach for Enhanced Polyp Detection in Medical Imaging.
.- Detection and Distribution Estimation of Rice Seedlings in Direct Seeding Conditions Using UAV-based Imagery.
.- Visual-GCN: A Hybrid Graph-Based Recommender System for Fashion.
.- Inception Vision Mamba UNet for Breast Ultrasound Tumor Segmentation.
.- High-Precision 3D Insect Modeling with Photogrammetry: A Comparative Study.
.- Efficient Wheat Head Detection via Lightweight Deep Learning with YOLOv5 Enhancements.
.- Enhancing Video Anomaly Detection: Object-based Pseudo Anomalies and Memory Augmented Autoencoder.
.- Smart Food Manufacturing: Integrating Deep Learning Models for Enhancing Efficiency in Broken Egg Detection.
.- An End-to-end System based on Deep Learning for Oral Disease Detection.
.- Application of YOLO Models for Automated Object Detection: Comparison, Analysis, and Recommendations.
.- Current Trends in Developing Parallel Corpora for Text-to-Sign Language Translation.
.- Detecting Scratches in Microbiological Piping Using Usb Camera and Deep Learning.
.- Explainable AI and Enhanced Fuzzy C-Means for Brain Tumor Detection.
.- YOLO11n-RP: Lightweight deep learning model for the real-time detection based on YOLOv11.
.- Natural Language Processing.
.- Parallel Corpus Construction for Chinese and Vietnamese in Historical Texts.
.- Insights into Customer Experience in Luxury Hotels: A Topic Modeling and Sentiment Analysis Approach.
.- Enhancing Water Conservation through Voice-Activated Smart Irrigation: A User-Centric Approach for Sustainable Agriculture in Vietnam.
.- Speech Synthesis on Mobile Device for Fon Language.
.- A study on the application of Large Language Models for library security testing under low-resource conditionss.
.- Natural Language Processing and Data Analysis for Cybercriminal Attribution: Conti Ransomware Chats.
.- Automated Question-Answer Generation for Evaluating Vietnamese RAG-based Approaches .
.- Building Machine Translation for Ancient Vietnamese Texts into English with Low Resources.
.- Improving Text Generation Using Multi-Step Queries.
.- Combination of Traditional Methods for Ukrainian-Vietnamese Deep Translation Models.
.- Applying Graph RAG: Enhancing Retrieval and Synthesis of Vietnamese Legal Text Information.
.- Decision Support System for Drug Recognition and Disease Diagnosi.
.- Pedagogically Anchored Code Clustering: Integrating Assignment Specifications with Control Flow and Structural Features.
.- A Transformer-Based OCR for Vietnamese Handwritten Text Recognition.
.- Saigon Tourism: A Domain-Specific Dataset for Question Answering Systems.
.- SymQA: Enhanced Knowledge Graph Question Answering with Symbolic Program Generation and Execution.
