Detailed Program

We would like to emphasize the importance of adhering to the detailed program schedule. We kindly request that presenters refrain from requesting changes to their scheduled times, as such alterations can significantly impact many presenters and disrupt the overall conference schedule.

Thank you for your understanding and cooperation.

JCSSE 2024 Program

19-22 June 2024

Cape Panwa Hotel, Phuket, Thailand

Wednesday 19 June 2024
Room 1 Room 2 Room 3
8.00 - 9.00 Registration
9.00 - 10.20 Image Processing 1
Session Chair: Prof. Dr.Kosin Chamnongthai
Staff: Nichapat Sangkaew		 Machine Learning 1
Session Chair: Assoc.Prof. Dr.Ekkarat Boonchieng
Staff: Sawitree Srianan		  
1570993885 Cascaded Architecture for Segmenting Prostate Cancer Lesions in Biparametric MRI 1570982078 Hybrid Machine Learning Approach for Microclimate Prediction in Equipment-Operated Open Ventilated Greenhouse
1570994827 ASDR: Automatic System to Diagnose and Recognize Electrical Drawings 1570994593 Prediction of Daily Outpatient Volume Using Ensemble Empirical Mode Decomposition and Long-Short Term Memory, During the Incident
1571010888 Screening of Defects in AI Generated Portraits 1570995155 Detection of a Real Thai National ID Card in Video Based
1571013790 Adaptive Body Part ROI With Triple Stream Approach for Human Action Recognition 1570997841 Generative AI: How Well Can It Understand Conversational UX?
10.20 - 10.35 Coffee Break
10.35 - 11.55 Image Processing 2
Session Chair: Prof. Dr.Kosin Chamnongthai
Staff: Nichapat Sangkaew		 Machine Learning 2
Session Chair: Assoc.Prof. Dr.Ekkarat Boonchieng
Staff: Sawitree Srianan		 Computer Educational
Session Chair: Dr.Kla Tantithamthavorn
Staff: Nattapat Luenglertpaiboon
1571013916 Multiple Face Detection and Recognition for System-On-Chip FPGAs 1571009343 Non-Invasive Automatic Drowsiness Detection Using Independently Recurrent Neural Network 1571014443 The Impact of Moodle LMS Integration on Group Discussions to Support Collaborative Learning
1571014065 Extracting Information From Drug Label Using Image and Text Processing 1571008676 Diesel Price Prediction Models With Traditional Time-Series Algorithms and Neural Networks 1571016964 Towards 3D Serious Game Simulation for Military Training
1571014114 Comparative Analysis of Pretrained Deep Neural Networks for Plant Disease Classification 1571011737 Policy GRU-RL: Simplified Music Playlist Recommendation Using Sequential on Reinforcement Learning Concept 1571017026 Enhancing Educational Strategy Through K-Means Clustering: A Study on Academic Departments
1571009357 Framework on Image-Based Implicit Tourism Recommendation Using Transfer Learning Feature Extraction 1571012301 Electromyography-Based Hand Pose Estimation Using Machine Learning    
12.00 -13.00 Lunch
13.30 -16.25

Opening Ceremony

Keynote Speaker #1: Prof. Dr.Jungpil Hahn
Title: AI and Its Transformative Impact: Implications for Computer Science and Software Engineering

Keynote Speaker #2: Dr.Patanamon Thongtanunam
Title: Uncovering Hidden Challenges: Designing Data-Driven Solutions for Real-World Software Engineering

Session Chair: Asst. Prof. Dr.Nattapong Tongtep
18.30 - 21.00 Welcome Dinner at Cafe' Andaman
Thursday 20 June 2024
Room 1 Room 2 Room 3
9.00 - 10.20 Image Processing 3
Session Chair: Dr.Kittasil Silanon
Staff: Jetsadaporn Noijanghan		 Machine Learning 3
Session Chair: Assoc.Prof. Dr.Krisana Chinnasarn
Staff: Worathep Winyattikul		 Invited Speakers (Abstract Papers)
Session Chair: Prof. Dr.Yung-Nien Sun
1571014354 Applying the ABC Approach for Edge Detection in Unshelled Banana Prawn Images 1571012306 Unveiling Emotions and Themes in Thai Songs via Topic Modeling 1000000001 Revolutionizing Stroke Rehabilitation: Objective Assessment of Upper Limb Movement using OpenPose and Machine Learning
1571014377 Enhancing Data Collection for Market Basket Analysis Through CNN Object Detection 1571012311 Utilizing Explainable Artificial Intelligence (XAI) to Identify Determinants of Coffee Quality 1000000002 Integrating Advanced AI in Maritime Telemedicine: A Large Language Model Approach
1571014496 Waterline Detection and Water Level Estimation Based on HED Edge Detection 1571012843 Egg Shape as a Generalized Radial Basis Shape for Discard-After-Learn Method in Streaming Data 1000000003 Mature Estimation Model of School-Age Children Based on Handwriting Kinetics Data
1571014501 Effectiveness of Classifying Unsafe Children's Toys Using NLP, Deep Learning and Ensemble Learning 1571014033 Leak Signal Collection and Classification in Water Pipelines Using Resource-Constrained Devices    
10.20 - 10.35 Coffee Break
10.35 - 11.55 Image Processing 4
Session Chair: Dr.Maneenate Puongmanee
Staff: Jetsadaporn Noijanghan		 Machine Learning 4
Session Chair: Assoc.Prof. Dr.Krisana Chinnasarn
Staff: Worathep Winyattikul		 Invited Speakers (Abstract Papers)
Session Chair: Prof. Dr.Yung-Nien Sun
1571014664 3D Mapping of Quadcopters Using Stereo Cameras for Indoor Environment 1571014242 End-To-End Data Characteristics Monitoring for MLOps 1000000004 Multimodal Generative AI Model for Diabetes Mellitus Classification
1571015392 uitPEclaFL: A Study on PE Malware Classification Using Federated Learning 1571014270 Prediction Chronic Kidney Disease Progression in Diabetic Patients Using Machine Learning Models 1000000005 Key Indicative Features of Lower Limb Fatigue from sEMG Signals Using Machine Learning
1571015500 A Study of Noise Reduction Algorithm Using Statistical Optimization in Digital Holographic Microscopy 1571014296 Unlocking the Aroma Profiles of Coffee Roasting Levels With an Electronic Nose Coupled With Machine Learning 1000000006 Anomaly Soft Tissue Detection through Ultrasound with Variational Autoencoder
1571015648 Water Supply Forecasting Model in the Chi River From Satellite Images 1571014308 Loan Applicant Anomaly Detection    
12.00 - 13.00 Lunch
13.00 - 14.00 Poster Session - -
1571009470 Synthesizing Frontal Electroencephalogram by Conditional Generative Adversarial Networks: A Preliminary Investigation
1571014265 Multiple View Classification and Detection of Scaphoid Fractures Using Deep Learning
1571014322 Quantification Method for Gait Symmetry in the Elderly Using Cross-Correlation on an IMU
13.30 - 14.50 Image Processing 5
Session Chair: Asst. Prof. Nawanol Theera-Ampornpunt
Staff: Jetsadaporn Noijanghan		 Machine Learning 5
Session Chair: Dr.Maneenate Puongmanee
Staff: Worathep Winyattikul		 Computer Science Cooperative Research Network (CSCRN) Meeting
1571015726 N Observation Photon Counting Imaging With Preprocessing 1571017028 Estimating Group Fairness Using Pairwise Similarity
1571015742 Identifying Common Unsafe Gestures of Grabbing Wheel and Distracting Phone Talk by Appropriate Network 1571017036 Enhancing Hate Speech Classification in Myanmar Language Through Lexicon-Based Filtering
1571015911 A Machine Learning Algorithms for Drug Identification: Enhancing Medication Safety in Thailand 1571017092 Fault Diagnosis of Rolling Element Bearing From Vibration Signal Using One Dimensional Convolutional Neural Networks
1571016152 Early Detection of Alzheimer's Disease: A Deep Learning Approach for Accurate Diagnosis 1571017103 Analyzing Machine Learning Techniques for Air Passenger Numbers Forecasting
14.50 - 15.05 Coffee Break
15.05 - 16.25 Image Processing 6
Session Chair: Asst. Prof. Nawanol Theera-Ampornpunt
Staff: Jetsadaporn Noijanghan		 Cyber Security 1
Session Chair: Dr.Jakapan Suaboot
Staff: Worathep Winyattikul		 Computer Science Cooperative Research Network (CSCRN) Meeting
1571016278 Lightweight YOLOv5-Based Algorithm to Detect Room Nameplates for Autonomous Smart Wheelchai 1570989781 EX-DFL: An Explainable Deep Federated-Based Intrusion Detection System for Industrial IoT
1571013860 Comparison of Deep Learning-Based Models for Oral Disease Detection 1570991752 Behavioral Authentication Using Activity-Based Model Segregation in Convolutional Neural Networks for Mobile Sensor Data
1571016412 Optimizing LiDAR-Based Depth Map Accuracy Through Multiview Angle Analysis to Enhance Shape Measurement Efficiency 1570993110 Malware Classification for Mobile Application Using Permission Manifest
1571016413 A Comparative Study of Loss Functions for Arbitrary-Oriented Object Detection in Aerial Images 1570995221 A Scalable and Secure Outsourced IoT Electronic Health Records With Efficient User Revocation Using Fog-Assisted Cloud Model
16.25-16.30 Short Break
16.30 - 17.50 Image Processing 7
Session Chair: Dr.Kittasil Silanon
Staff: Jetsadaporn Noijanghan		 Cyber Security 2
Session Chair: Dr.Jakapan Suaboot
Staff: Worathep Winyattikul		  
1571016791 Predicting Calamansi Fruit Yield Using CNN-Based Flower Detection: A Deep Learning Approach 1571004975 Developing Web Application Firewall Using Deep Learning HYDRA Multi-Modal Approach
1571016744 A 3D Camera Protocol for Object Pose Estimation From Point Cloud in Robot Operations 1571014079 Design and Development of Scalable SIEM as a Service Using Spark and Anomaly Detection
1571017021 YOLO for Small Objects in Aerial Imagery: A Performance Evaluation 1571014407 A Design and Development of Web Application Vulnerability Detection System Using Graph-Based Modeling Analysis Over CAPEC
1571017022 Factors Influencing the Behavioral Intention of Elderly Toward Self-Ordering Kiosks 1571016981 Automating Hidden Gambling Detection in Web Sites: A BeautifulSoup Implementation
18.30 - 21.00 Banquet at Panwa House
Friday 21 June 2024
Room 1 Room 2 Room 3
9.00 - 10.20 Software Engineering 1
Session Chair: Asst.Prof. Dr.Adisak Intana
Staff: Jetsadaporn Noijanghan		 Data Science 1
Session Chair: Asst.Prof. Dr.Noppon Lertchuwongsa
Staff: Worathep Winyattikul		 Health Informatics 1
Session Chair: Asst.Prof. Dr.Jirawat Thaenthong
Staff: Tanatorn Tantipiriyakul
1570993134 Development of the Topic Tagging System for Thai and English-Translated Web Contents 1570993480 The Use of Clinical Language Models Pretrained on Institutional EHR Data for Downstream Tasks 1571001633 Measuring Patient Similarities in Clinical Data Repository Through Graph Representation
1570995321 Shared Control-Based AI-Empowered Framework for Real-Time Synthesis of Metaverse Avatars 1571013823 Investigating the Influence of Psychologists' Recommendations on Thai Juvenile Court Judgements 1571004546 PSD-CNN Approach for Subject Independent Dementia Recognition From EEG Signals
1571013886 Typhon: Automatic Recommendation of Relevant Code Cells in Jupyter Notebooks 1571013971 Enhancing Auto Insurance Fraud Detection Using Convolutional Neural Networks 1571011214 Lateralizing Seizure Onset Zone Through Interictal Sleep Scalp EEG High-Frequency Oscillations
1571013894 See to Believe: Using Visualization to Motivate Updating Third-Party Dependencies 1571014343 Bit-Level Affixation Text Compression Algorithms 1571013096 Professional-Level Classification for Healthcare Articles
10.20 - 10.35 Coffee Break
10.35 - 11.55 Software Engineering 2
Session Chair: Asst.Prof. Dr.Adisak Intana
Staff: Jetsadaporn Noijanghan		 Data Science 2
Session Chair: Asst.Prof. Dr.Noppon Lertchuwongsa
Staff: Worathep Winyattikul		 Health Informatics 2
Session Chair: Asst.Prof. Dr.Jirawat Thaenthong
Staff: Tanatorn Tantipiriyakul
1571014267 Developing Eternal Learning Model Trainer System to Support Continuous Knowledge Integration and Cognitive Growth 1571014371 Machine Learning Models to Investigate Startup Success in Venture Capital Using Crunchbase Dataset 1571013282 Data-Driven With Process Mining to Analyze and Identify Key Features for No-Show Risks in Patients With Chronic Diseases to Achieve Treatment Improvement
1571014338 Integration Model for Face Registration Checkpoint 1571014393 A Comparative Study of DenseNets for Vietnamese Traditional Music Genre Classification 1571014234 BERT Based Model for Robust Mental Health Analysis in Clinical Informatics
1571014357 Online Low-Cost Air Quality Monitoring System Using LoRa-Based Communication 1571014410 A Framework for Automatic Root Cause Analysis of Network Failure on MPLS Network 1571016855 Representation Learning Technique in DNA Sequence Classification for SARS-CoV-2 and Pathogenic Viruses
1571014937 Enhancing Usability and Learner Engagement: A Heuristic Evaluation of the AI-Enhanced Video Drama Maker App 1571014430 Classification of Android Malware From Binary Code Using Ensemble Method With Recursive Feature Elimination    
12.00 - 13.00 Lunch
13.30 - 14.50 Software Engineering 3
Session Chair: Dr.Apichart Vasutapituks
Staff: Jetsadaporn Noijanghan		 Data Science 3
Session Chair: Dr.Isoon Kanjanasurat
Staff: Worathep Winyattikul		 Human Computer Interaction
Session Chair: Prof. Dr.Damir Vusić
Staff: Tanatorn Tantipiriyakul
1571015661 An Investigation of Machine Learning Algorithms for Predictive Maintenance in High Pressure Processing Systems 1571014462 Enhancing Market Making Strategies With Deep Reinforcement Learning-Based Quoting Decisions 1571013597 A Research on the Usability Evaluation of Telecommunication and Navigation Applications in In-Vehicle Infotainment Systems
1571016749 The Effects of Mixed Reality-Based Badminton Training System on the Hitting Accuracy of Badminton and Cybersickness 1571014472 Enhancing Money Laundering Detection Addressing Imbalanced Data and Leveraging Typological Features Analysis 1571012973 User-Centric Design: Adjective Rating Scale for Conversational Agent Interaction
1571016891 Enhancing Agile Software Development: A Novel Approach to Automated Requirements Prioritization 1571016722 Mass-Ratio-Average-Absolute-Deviation Based Outlier Factor for Anomaly Scoring 1571016679 Development of Autonomous Mobile Service Robot as A Reception in Department Stores
1570983597 Regularized Linear Fractional Programming for Implementing Digital Phase Compensators 1571000742 Quantum Benchmark Suite for IBM's Backend Based on SupermarQ 1571017073 Influence of Augmented Reality on User Experience in E-Commerce
14.50 - 15.05 Coffee Break
15.05 - 16.45 Information Retrieval & NLP
Session Chair: Dr.Apichart Vasutapituks
Staff: Jetsadaporn Noijanghan		 Computer Networks & Communications
Session Chair: Assoc.Prof. Dr.Sinchai Kamolphiwong
Staff: Worathep Winyattikul		 Artificial Intelligence Applications
Session Chair: Dr.Phet Aimtongkham
Staff: Tanatorn Tantipiriyakul
1570995479 Extracting Aspect-Based Economic Sentiments From Thai Social Media Text 1571012541 Graph Neural Network Performance Analysis in the Cell-Free Massive MIMO Wireless Systems 1571013496 Estimation of Major Seismic Activities in Thailand Using Fourier Transform
1571012858 Backward Inverted Lists Approximate String Matching Algorithm 1571012543 Adapting Graph Structure for IoT Network: A Performance Analysis 1571013804 An NLP-Based Approach for Detecting Ambiguity of Thai Software Requirements Specification
1571014282 Thai Question Text-To-SQL Parsing Using Transformer 1571015658 Maximizing the Lifetime of Wireless Sensor Networks: Integrating K-Means Clustering With LEACH Protocol to Improve Energy Efficiency 1571016946 Development of AI Chatbot for Tourism Promotion: A Case Study in Ranong and Chumphon, Thailand
1571017027 Exploring the Impact of Error Type Features Integration on Transformer-Based Myanmar Spelling Correction 1571016893 A Flexible and Cost-Efficient Protection Scheme for SDN-Based 5G Backhaul Network 1571016947 Named Entity Recognition for Thai Historical Data
1571014276 Automated Face Selection and Censoring on Image and Video Using Artificial Intelligent 1571016934 Signal Strength and Energy Consumption on Various Internet of Things Communication Protocol Using Heltec ESP32 LoRa 1570999687 M-Stock: Automate Photo Assessment for Enhancing Student Photography Skills With Deep Learning
Saturday 22 June 2024
9.00 - 16.30
Excursion with local tours (Optional) *

* The package tour is not included in the registration fee.
More Information, please visit: Excursion program
Detailed Program