Title: Building Trust in AI: Algorithms, Data, and Process
Assoc. Prof. Teeradaj Racharak, Ph.D.
Tohoku University
Title: Towards the Next-Generation Autonomous Power Grid: Resilient, Efficient and Secure
Prof. Nesimi Ertuğrul, Ph.D.
Adelaide University
More detail
Wednesday, May 13 10:00 - 12:15 (Asia/Tokyo)
S1: Session 1
Room 1
Chair: Pokpong Songmuang
- 10:00 Slender_MobileNet: An Efficient Architecture for Sustainable Oil Palm Health Identification
- 10:15 Vision-to-Grasp: Adaptive Robotic Grasping of Apples Using Deep Learning and Physics-Based Simulation
- 10:30 Deep Learning and Error Correction Code-Based Robust Watermark Extraction from DWT-Chaotic Embedding
- 10:45 Two-Stages Tooth Numbering Framework: Mask R-CNN Detection with Post-Processing Validation for Periodontitis Analysis
- 11:00 Dugong-DeepTrack: A Deep Learning for Dugong Detection and Trajectory Extraction from UAV Video
- 11:15 Comparative Analysis of Tissue Segmentation on AFB Whole Slide Images: Classic Computer Vision vs. Machine Learning and Pre-Trained Deep Learning
- 11:30 Lightweight Convolutional Neural Network for Thai Herb Leaves Classification
- 11:45 Point Upsampling-Based Semantic Layout Generation for ControlNet-Guided Synthetic Driving Scenes in Autonomous Driving
- 12:00 RobustHerbNet: A Multi-Source and Noise-Tolerant Deep Learning Approach for Herbal Image Classification
Wednesday, May 13 10:00 - 12:15 (Asia/Tokyo)
S2: Session 2
Room 2
Chair: Rachada Kongkachandra
- 10:00 An Optimized Soft Voting Ensemble for Binary and Multi-Class Heart Disease Diagnosis Under Class Imbalance
- 10:15 High-Impact Feature-Based Machine Learning Framework for Monthly Provincial Rice Yield Forecasting in Thailand
- 10:30 HGT4Rec: Hyperbolic Graph Transformer for Sequential and Social Recommendation
- 10:45 Cross-Lingual Zero-Shot and Few-Shot Sentiment Classification for Railway Transportation Services
- 11:00 Dual Contrastive Learning-Based Interpreter with Fine-Grained Retrieval Knowledge
- 11:15 Aware of Unseen Computerized Attacks Through Resilient-Enhanced Open-Set Circumstance-Adaptive Learning
- 11:30 Machine Learning Framework for Double Generalized Additive Model
- 11:45 A Data-Centric and Human-Guided Perspective on Aspect-Based Sentiment Analysis for Urban Rail Feedback
- 12:00 Analysis of Imputation Methods for Missing Not at Random (MNAR) Data: A Comparative Study of Air Pollution Data in Bangkok, Thailand
Wednesday, May 13 10:00 - 12:15 (Asia/Tokyo)
S3: Session 3
Room 3
Chair: Orasa Tetiwat
- 10:00 Feature Selection for Neural-Network Classifiers via Genetic Algorithms: Baseline-Equivalent Accuracy and Grad-CAM++ Saliency
- 10:15 Vision-Based Non-Intrusive Retrofitting for Heterogeneous Gauge Monitoring in Asphalt Production: Analog, Digital, and Level Indicators
- 10:30 A Comparative Study of Machine Learning Models for Insurance Fraud Detection Using Structured Claim Data
- 10:45 Beyond Accuracy: Deep Learning and Explainable AI for Trustworthy Sign Language Detection
- 11:00 A Zero-Dwell-Time Active Defense Framework for MitM Attack Mitigation Using Edge-Based Machine Learning and Deceptor-in-the-Middle Redirection
- 11:15 AI-Based Diagnosis of Cassava Bacterial Blight Using RGB Images and the VARI Vegetation Index
- 11:30 An Attention-Enhanced Family-Wise Ensemble Framework for Natural Attraction Scene Classification
- 11:45 Enhancing Malware Detection Processing Time in the IaaS: A Case Study Using Volatility and LibVMI
- 12:00 A Machine Learning-Based Student Dropout Risk Prediction and Early Warning System
Wednesday, May 13 10:00 - 12:15 (Asia/Tokyo)
S4: Session 4
Room 4
Chair: Jantima Polpinij
- 10:00 An Empirical Study of Contrastive Representation Learning for Bug Dependency Classification
- 10:15 HalluCVE: A Multi-Signal Benchmark for Hallucination Detection in LLM-Generated Cyber Threat Intelligence
- 10:30 Intelligent Opinion Mining for Business Intelligence: A Comparative Study of CNN and RNN Models on Café Reviews in Thailand's Historical Tourist Destinations
- 10:45 A Comparative Study of Queueing Theory and Machine Learning for Waiting Time Prediction in Hospital Emergency Departments
- 11:00 Data-Driven Decision Support for Durian Cultivation and Complementary Crop Planning
- 11:15 An Integer Linear Programming Model for Maximizing Preference Satisfaction in University Timetabling
- 11:30 A Generative and Explainable Framework for Real-Time Geospatial Event Detection
- 11:45 A Hybrid Semantic Clustering Framework for Academic Abstracts Using SBERT and Metaheuristic-Optimized K-Means
- 12:00 SkillBridge: A Skill Centric Career Pathway Recommendation System Integrating Knowledge Graphs and Natural Language Processing
Wednesday, May 13 10:00 - 12:15 (Asia/Tokyo)
S5: Session 5
Room 5
Chair: Watsawee Sansrimahachai
- 10:00 Efficiency Analysis for Multi-User RIS Assisted Active Beamforming Encoding
- 10:15 Salivary Shotgun Metagenomics Identifies MRONJ-Associated Microbial Pathways and Bacterial Gene Variants for Biomarker Discovery
- 10:30 Time and Frequency Synchronization by Collecting Multipath Channel Components Using PSS Under Large CFOs
- 10:45 Design Point Selection for Flux Switching Permanent Magnet Machine
- 11:00 A High-Gain DC-DC Boost Converter for Next-Generation Sustainable Power Systems
- 11:15 Beyond Radiation: Acoustic Emission as a Novel Non-Invasive Modality for Bone Quality Assessment with CBCT Correlation
- 11:30 SNR-Aware Clustered Wireless Federated Learning for Massive Crowdsensing via over-the-Air Computation
- 11:45 Neurography Pain Analysis: Brain Waves in Acupuncture Procedure
- 12:00 High-Efficiency Dual-Cascade DC-DC Wide Bandgap Converters Architecture for Tsunami Monitoring
Wednesday, May 13 10:00 - 12:15 (Asia/Tokyo)
O1: Online session 1
Room: Online
Chair: Nuttachot Promrit
- 10:00 Performance Evaluation of Monthly Electricity Demand Forecasting in Thailand Using Machine Learning and Statistical Models
- 10:15 Post-Quantum CRYSTALS-Kyber with Thai Text Seeds: Unicode Normalization and Performance Evaluation
- 10:30 Performance Evaluation of CRYSTALS-Kyber on Raspberry Pi 5: A Comparative Study with RSA and EC-KEM
- 10:45 Attention-ASTFF-Net: A Channel-Aware Adaptive Spatiotemporal Fusion Network for Vehicle Recognition
- 11:00 Multimodal Violence Detection in Movies Using Audio-Visual Fusion with Multi-Head Attention
- 11:15 DDoS Detection Framework Using Machine Learning Optimized by Bayesian and PSO Techniques
Wednesday, May 13 13:00 - 15:00 (Asia/Tokyo)
S6: Session 6
Room 1
Chair: Chatklaw Jareanpon
- 13:00 Automated Dehydration Assessment via Image Analysis Using YOLOv8 Deep Neural Networks
- 13:15 An Efficient YOLO-Based Framework for Real-Time Rice Leaf Disease Detection and Segmentation
- 13:30 Deep Convolutional Neural Networks for Automated Identification of Thai Paddy Rice Varieties
- 13:45 Real-Time Frailty Detection for Elderly Care in Indoor Environments
- 14:00 A Multi-Sensor Platform for Wind Turbine Gearbox Oil Monitoring with MTF Feature Mapping and CNN-KNN Recognition
- 14:15 Topic-Modeling Guided Semantic Clustering for Enhancing CNN-Based Image Classification Using Scale-Invariant Feature Transform and Block Gabor Filtering
- 14:30 OntoDeep: Ontology-Guided Hybrid Deep Learning for Intelligent Pest Detection in Mango Orchards
- 14:45 Multi-Aspect Assessment of Thai Hammered Dulcimer (Khim) Performance via Deep Learning and Signal Analysis
Wednesday, May 13 13:00 - 15:00 (Asia/Tokyo)
S7: Session 7
Room 2
- 13:00 Synthetic Data Augmentation for Enhanced Pill Detection and Counting in Real-World Scenarios
- 13:15 Boosting-Based Power Consumption Forecasting with Advanced Feature Engineering and Metaheuristic Optimization
- 13:30 Smartphone Imaging and Deep Learning Fusion for Rapid Urease Activity Assessment in Soybean Meal
- 13:45 A Hybrid Data Cleansing Pipeline and Prototype-Based Verification for Migrating Legacy Student Registration Data
- 14:00 Optimization Based Undersampling for Imbalanced Classification Using Whale Algorithms and Random Forest
- 14:15 Feature-Optimized Ensemble Learning for Efficient Keylogger Detection
- 14:30 Enhanced Lexical-Based Phishing Detection via Gradient Boosting Ensembles Under Imbalanced Data Conditions
- 14:45 Behavioral-Based Ransomware Detection in Cloud Computing Using Explainable Machine Learning for Security Assurance
Wednesday, May 13 13:00 - 15:00 (Asia/Tokyo)
S8: Session 8
Room 3
Chair: Jessada Tanthanuch
- 13:00 Development of a Mobile-Based Machine Learning Prototype for University Admission Suitability Prediction: A Case Study in an Information Technology Program
- 13:15 Multi-Speaker Thai Speech Synthesis Using Transfer Learning
- 13:30 An Explainable Multi-Stage AI Agent for Thai Klonsupap (Klon 8) Quality Assessment
- 13:45 AI Augmented Mascot Design Workflow for Digital Learning Media with Collaborative Intelligence
- 14:00 Detection of Early Estrus in Dairy Cows via Milk Quality Assessment: A near-Infrared Milk Sensing System and Signal-Processing Pipeline with Machine Learning
- 14:15 Intelligent Web Defacement Monitoring and Early Warning System
- 14:30 The Influence of Information Security Management and Digital Intensity on Firm Performance in Thai Listed Company
- 14:45 Thai Online Debate System: A Platform for Collecting Annotated Debate Data for NLP Research Communities
Wednesday, May 13 13:00 - 15:00 (Asia/Tokyo)
S9: Session 9
Room 4
Chair: Kornprom Pikulkaew
- 13:00 An Applied Generative GeoAI Framework for Multi-Event Smart City Monitoring Using Spatial-Temporal Data
- 13:15 Multimodal Interaction Design for Accessible Gameplay: A Study of Visual and Haptic Substitution for Deaf and Hard-of-Hearing Players
- 13:30 Designing a Conceptual Framework to Identify Farmer Behavioral Factors Affecting the Influence of Precision Agriculture Technology in Thailand
- 13:45 An Integrated LoRa-Enabled IoT Sensing System for Precision Agriculture: Design Algorithm and Practical Evaluation
- 14:00 Risk-Aware Interaction and Multimodal Feedback Framework for High-Risk Electrical Simulation Training
- 14:15 Analysis of Global Asymptotic Stability for a Class of SVIR Models
- 14:30 Exploring the Balance: A Systematic Review of Proportional AI in Higher Education
- 14:45 Adaptive Multi-Metaheuristic Optimization Framework for Solving the Multi-Skill Load Assignment Problem
Wednesday, May 13 13:00 - 15:00 (Asia/Tokyo)
S10: Session 10
Room 5
Chair: Jantana Panyavaraporn
- 13:00 Explainable Machine Learning for Crop Yield Prediction Using Large-Scale Agricultural Data
- 13:15 KNBU: A k-Nearest Neighbor Borderline Undersampling Method for Effective Classification in Highly Imbalanced Data
- 13:30 Adaptive Knowledge Transfer via Confidence-Driven and Cross-Class Queen Bee Algorithm for Explainable Artificial Intelligence
- 13:45 LLM-Driven Annotation: A Scalable Framework for Automated Multi-Label Coffee Flavor Classification
- 14:00 A Unified OCR-LSTM Pipeline for Personalized Running Performance Analysis and Forecasting
- 14:15 ThreatSense-AI: Adaptive Cyber Threat Analysis and Response System
- 14:30 IoT-Based Health Surveillance System for Bedridden Patients in Home and Clinical Environments
Wednesday, May 13 13:00 - 15:00 (Asia/Tokyo)
O2: Online session 2
Room: Online
Chair: Pitpimon Choorod
- 13:00 Minimal Skill-Coverage Course Recommendation for Career Preparation Using LLM-Extracted Skill Sets
- 13:15 Optimal Learning Rate Schedules in Stochastic Gradient Descent Optimization for Plant Leaf Disease Recognition
- 13:30 Image-Based Diagnosis of Durian Leaf Diseases Using VGG16 and Convolutional Neural Networks
- 13:45 Detecting Size Defect on Nam Dok Mai Golden Mango Surface with Connected-Component Labeling and Machine Learning Algorithms
- 14:00 Lean Management of the Pineapple Processing Community Enterprise Investment Industry System Marketing Finance
- 14:15 Prototype Development of an Automated Thai-Text Image-Based Identity Verification System Integrating Similarity-Matching Algorithms, Vision LLMs, MCP Tool-Enabled AI Agents and Explainable AI (XAI)
- 14:30 Comparative Performance Analysis of Specification-Driven Laravel Development
Wednesday, May 13 15:00 - 17:15 (Asia/Tokyo)
S11: Session 11
Room 1
Chair: Orasa Tetiwat
- 15:00 Factors Affecting the Need for Intellectual Property Registration and Guidelines for Strengthening Protection: A Case Study of the College of Arts, Media and Technology, Chiang Mai University
- 15:15 Analyzing Institutional Partnership Trends: A Quantitative Study of MOUs at the College of Arts, Media and Technology, Chiang Mai University
- 15:30 Development of an Automated Database System to Enhance the Efficiency of Tuition Fee Revenue and Collaborative Program Management (CAMT-Revenue) Case Study: College of Arts, Media and Technology
- 15:45 The Development of an Information System for Renewing Self-Borrowing Books with a Web-Based Application for Creativity and Learning Room, College of Art, Media and Technology, Chiang Mai University
- 16:00 Development of a Publication Management System for the College of Arts, Media and Technology, Chiang Mai University
- 16:15 Development of a Meeting Process Model for the Executive Committee of the College of Arts, Media and Technology, Chiang Mai University Using Google Workspace
Wednesday, May 13 15:00 - 17:15 (Asia/Tokyo)
S12: Session 12
Room 2
Wednesday, May 13 15:00 - 17:15 (Asia/Tokyo)
S13: Session 13
Room 3
Wednesday, May 13 15:00 - 17:15 (Asia/Tokyo)
S14: Session 14
Room 4
Wednesday, May 13 15:00 - 17:15 (Asia/Tokyo)
S15: Session 15
Room 5
Wednesday, May 13 17:30 - 18:30 (Asia/Tokyo)
C1: Award ceremony
Room 1, Room 2, Room 3, Room 4, Room 5
Wednesday, May 13 19:00 - 21:00 (Asia/Tokyo)
B1: Banquet
Room 1, Room 2, Room 3, Room 4, Room 5
Shabu-shabu Miyanomori Restaurant Plaza