Time (Tokyo) Room: A (Main room no. 8-9) Room: B (No. 10) Room: C (No. 11) V2-Online presentation V1-Online presentation

Monday, April 21
13:00-16:00 R1Registration Day

Tuesday, April 22
09:00-09:10 K1Opening ceremony by Assoc.Prof. Athikom Roeksabutr
09:10-09:50 K2Keynote speaker by Prof. Dr.-Ing. Habil. Dr. h.c. Herwig Unger
10:00-12:00 S1AI, ML, and Data Science S2Computer Science and IT for Daily Life S3Software Engineering, Knowledge and Data Management    
13:00-15:00 S4AI, ML, and Data Science S5AI for A Smart World S6Artificial Intelligence and Machine Learning V2AI and Data Science V1Computer Science for Daily Life
15:00-17:00 S7AI and Machine Learning S8IT for Better Life S9Smart Life: Networks & Intelligent Systems
18:00-20:00 B1Banquet        

Wednesday, April 23
08:00-18:00 X1Academic discussion and research group development

Monday, April 21

Monday, April 21 13:00 - 16:00 (Asia/Tokyo)

R1: Registration Day

Onsite
Room: A (Main room no. 8-9), Room: B (No. 10), Room: C (No. 11), V2-Online presentation, V1-Online presentation

Tuesday, April 22

Tuesday, April 22 9:00 - 9:10 (Asia/Tokyo)

K1: Opening ceremony by Assoc.Prof. Athikom Roeksabutr

Room: A (Main room no. 8-9), Room: B (No. 10), Room: C (No. 11), V2-Online presentation, V1-Online presentation

The official opening ceremony for AJCC2025 is scheduled for April 22, 2025, between 9:00 AM and 9:10 AM Tokyo Time. This brief but significant event will be led by Assoc. Prof. Athikom Roeksabutr, the esteemed President of the Electrical Engineering Academic Association (Thailand).

Tuesday, April 22 9:10 - 9:50 (Asia/Tokyo)

K2: Keynote speaker by Prof. Dr.-Ing. Habil. Dr. h.c. Herwig Unger

A brain-inspired approach to sequence learning
Room: A (Main room no. 8-9), Room: B (No. 10), Room: C (No. 11), V2-Online presentation, V1-Online presentation

This talk offers insights into cutting-edge research at the Chair of Communication Networks at FernUniversität in Hagen, focusing on advancements in brain-inspired methods and the development of GraphLearner, a neuromorphic sequence analyser and generator. Beginning with a review of previous research, including text-representing centroids and a decentralized search engine, we highlight the significance of brain-inspired approaches despite the success of conventional deep learning techniques.

Drawing from the works of Hawkins and others, we introduce the GraphLearner as a promising alternative to traditional "black box" models in deep neural networks. By employing Markov models and leveraging Bloom filters for efficient probability calculations, GraphLearner offers enhanced explainability and adaptability. The talk delves into the architecture and functioning of GraphLearner, showcasing its performance in natural language processing tasks. Additionally, we discuss potential extensions and applications of GraphLearner in diverse domains.

Tuesday, April 22 10:00 - 12:00 (Asia/Tokyo)

S1: AI, ML, and Data Science

Onsite
Room: A (Main room no. 8-9)
Chair: Olarik Surinta
S1.1 10:00 DPCT: Disentangling Personal Style and Content for Chinese Handwriting Generation with Transformer
Heng-Cheng Hsu and Chen-Kuo Chiang
S1.2 10:15 Exploring Fine-Tuning of BERT for End-to-End Thai Aspect-Based Sentiment Analysis
Pongsathon Janyoi, Warunya Wunnasri and Jakkrit Kaewyotha
S1.3 10:30 Low-Cost Multispectral Acquisition Device Coupled with Machine Learning for Detecting Adulteration of Honey
Ravipat Lapcharoensuk, Thayanont Lunvongsa, Wutthiphong Boodnon, Phanchay Suntisakoonwong and Agustami Sitorus
S1.4 10:45 Two-Step Textual Similarity-Based Approach for Predicting Suitable Production Line for a Newly Designed Product
Jantana Panyavaraporn, Chantra Nakvachiratrakul and Paramate Horkaew
S1.5 11:00 An Approach for Enhanced Decision-Making in Multi-Objective Maintenance Planning for Integrated Railway Systems
Sanyapong Petchrompo, Ajith Kumar Parlikad and Naruemon Wattanapongsakorn
S1.6 11:15 An Analysis of Customer Segmentation in Restaurant Business Using RFM Analysis and K-Means Clustering
Kamontorn Prompitak, Salang Musikasuwan and Kwankamon Dittakan
Kamontorn Prompitak
S1.7 11:30 Machine Learning Predictions for Mean-Absolute Deviation Optimization in Stock Portfolios
Benjawan Rodjanadid and Phetngam Koatborom
S1.8 11:45 Optimizing Firewall Log File Classification with Multilayer Perceptron Neural Networks
Artitayaporn Rojarath, Nantanee Srisaengchan, Saisunee Jabjone, Suda Tipprasert, Emmanuel Okafor and Olarik Surinta
Artitayaporn Rojarath

Tuesday, April 22 10:00 - 12:00 (Asia/Tokyo)

S2: Computer Science and IT for Daily Life

Onsite
Room: B (No. 10)
Chair: Khanista Namee
S2.1 10:00 A Mixed-Integer Linear Programming Approach for Efficient Operating Room Scheduling
Warisara Boontieaw, Wasin Padungwech and Sanyapong Petchrompo
S2.2 10:15 Integration of Image Processing and Machine Learning Technologies in an Automated Wastewater Detection System for the Electroplating Industry
Chi Han Chen, Jia-Chun Wu, Adam Lin and Rung-Shiang Cheng
S2.3 10:30 A Comparative Study on Electricity Consumption Predictive Models of Electronic Manufacturing in Thailand
Noppanan Kloysawat and Salang Musikasuwan
Noppanan Kloysawat
S2.4 10:45 Development of Generative Chatbot Towards Thai Rice Knowledge Using Retrieval-Augmented Generation
Yuttana Jaroenruen, Nattapong Kaewboonma, Taneth Ruangrajitpakorn and Jirapong Panawong
Nattapong Kaewboonma
S2.5 11:00 Cybercrime Websites Report and Verification System Using Machine Learning Classification
Pheeraphat Prisan, Apichaya Maneewong, Chayakun Borattasuwan and Ittipon Rassameeroj
S2.6 11:15 Framework for Intent Knowledge Extraction in Product Review Analysis
Artitayaporn Rojarath, Worawith Sangkatip, Wararat Songpan, Emmanuel Okafor and Olarik Surinta
Artitayaporn Rojarath
S2.7 11:30 Fungus Detection in Peanuts from Smart Lens Imagery Using Convolutional Neural Network
Jirawat Thaenthong and Kwankamon Dittakan
S2.8 11:45 BERT - Driven Course Analysis for Improved Academic Decision-Making
Vitthawin Khantichaimongkol, Surasit Uypatchawong, Kittanut Chungnoi and Pokpong Songmuang
Surasit Uypatchawong

Tuesday, April 22 10:00 - 12:00 (Asia/Tokyo)

S3: Software Engineering, Knowledge and Data Management

Onsite
Room: C (No. 11)
Chair: Orasa Tetiwat
S3.1 10:00 A Comparative Study of Game-Based Learning and Collaborative Learning in Computer Programming: Impact on Motivation to Learn, Programming Skills, and Learning Achievement
Kannika Daungcharone and Krittawaya Thongkoo
S3.2 10:15 The Enhancing System Thinking and Teamwork Through LEGO® SERIOUS PLAY®: a Case Study in Knowledge and Innovation Management
Manissaward Jintapitak and Pitipong Yodmongkol
S3.3 10:30 User-Centric Design Thinking Framework for Digital Transformation: Bridging the Digital Literacy Gap in Thai Manufacturing SMEs
Somkeit Noamna, Porntida Kaewkamol and Jirapipat Thanyaphongphat
S3.4 10:45 Enhanced Natural Language Processing with an Ontology-Based Framework for a Criteria-Based Ethical Review System Prototype for Human Research Projects
Ekkawit Sittiwa, Pramote Sittijuk, Khaninnat Chotpornseema, Phasskorn Worra-arj, Wiraiwan Sanchana and Orasa Tetiwat
Orasa Tetiwat
S3.5 11:00 Ubiquitous Collaborative Learning Applications: Driving Gender-Inclusive Success in Computer Education
Krittawaya Thongkoo and Kannika Daungcharone
Krittawaya Thongkoo
S3.6 11:15 Implementing Levenshtein Edit Distance Algorithm in DNA Profiles Direct Matching
Phornvipa Werukanjana, Prush Sa-nga-ngam and Norapattra Permpool
S3.7 11:30 Monitoring and Predicting Chemical Testing of Water Types: LIMS System
Somsri Jarupadung, Wararat Jakawat, Soraya Singsaro and Putsadee Muhamad

Tuesday, April 22 13:00 - 15:00 (Asia/Tokyo)

S4: AI, ML, and Data Science

Onsite
Room: A (Main room no. 8-9)
Chair: Jarunee Duangsuwan
S4.1 13:00 Area Assessment of Psoriasis Lesions Based on Image Augmentation: a Study on Utilizing Standard Skin Disease Datasets to Address the Lack of Thai Skin Images
Tanatorn Tanantong, Nawarerk Chalarak, Sumet Jirattisak, Krittakom Srijiranon and Kitiya Tanantong
S4.2 13:15 Enhancing BERT with High-Quality and Underrepresented Data for Improved Sentiment Analysis Accuracy
Chirawan Ronran, Manote Tonsing and Sayan Unankard
Sayan Unankard
S4.3 13:30 Trend Analysis and Prediction of Maximum Temperature in Southern Thailand
Pawichaya Noppakhun, Rattikan Saelim and Salang Musikasuwan
Pawichaya Noppakhun
S4.4 13:45 Deep Learning-Based Cross-Domain Recommendation System for Matching Bakery Products with Appropriate Packaging
Apisake Hongwitayakorn, Sajjaporn Waijanya, Nuttachot Promrit and Undaman Nopnapaporn
S4.5 14:00 Enhancing Natural Attraction Scene Classification with Attention Mechanism: Attention-X
Sujitranan Mungklachaiya and Anongporn Salaiwarakul
Sujitranan Mungklachaiya
S4.6 14:15 Ensembled-Features Deep Learning for Soil pH Classification: Addressing Intra-Class Similarity with GLCM and Neural Networks
Anongporn Salaiwarakul and Sujitranan Mungklachaiya

Tuesday, April 22 13:00 - 15:00 (Asia/Tokyo)

S5: AI for A Smart World

Room: B (No. 10)
Chair: Warangkhana Kimpan
S5.1 13:00 Diagnosis of Mango Leaves Diseases Using Deep Learning Techniques
Sanya Khruahong, Benyapha Saardmuang and Chonnakarn Wongnim
S5.2 13:15 Deep Learning-Driven Accent Classification and CNN-Based Speech Signal Analysis
Montri Phothisonothai, Korawit Orkphol and Natthapon Pannurat
S5.3 13:30 Intention Classification of Chinese Topics on Thai Facebook Pages Using Transformer Models with Emotional Features
Pagon Gatchalee, Sajjaporn Waijanya and Nuttachot Promrit
Pagon Gatchalee
S5.4 13:45 Ensemble Machine Learning-Based PM2.5 Modeling Using Hotspot Counts (0-1000 Km) Reflecting Chiang Mai, Thailand's Extreme Pollution
Rati Wongsathan and Apimook Sabkam
S5.5 14:00 Comparative Analysis of Feature Extraction Methods for Motor Imagery Classification in Brain-Computer Interfaces Using K-Nearest Neighbor
Rene Salmingo
S5.6 14:15 A Robustness Study of Federated Learning for EEG-Based Eye State Classification
Pamica Srimora, Prapaporn Rattanatamrong, Wanida Putthividhya, Thapana Boonchoo and Kundjanasith Thonglek
S5.7 14:30 Enhancing a Temporal Fusion Transformer Using GRU-LSTM Encoder-Decoder for Effective Solar Generation Forecasting
Yeunyong Kantanet and Nattapon Kumyaito
S5.8 14:45 A Classification Good and Bad Cocoons by Processing Audio and Images Using Artificial Intelligence
Chutiphon Srisawat, Waraporn Phalee, Phakakorn Panpho and On-Uma Pramote

Tuesday, April 22 13:00 - 15:00 (Asia/Tokyo)

S6: Artificial Intelligence and Machine Learning

Onsite
Room: C (No. 11)
Chair: Herwig Unger
S6.1 13:00 Improving Defamation Detection Accuracy on Facebook Using Advanced Text Methods
Saowalak Arampongsanuwat, Orawan Chaowalit, Pitikan Kuntitan and Patipan Watjanapron
S6.2 13:15 Integrating Multimodal Deep Learning for Accurate Classification and Retrieval of the Motifs on the Centre of Sukhothai Ceramics
Orawan Chaowalit, Saowalak Arampongsanuwat, Pitikan Kuntitan and Patipan Watjanapron
S6.3 13:30 Facility Location Problem with Balancing Facility Workloads and Probabilistic Customer Demands
Wasin Padungwech and Nathnarong Khajohnsaksumeth
S6.4 13:45 Digital Workforce Matching: a Machine Learning Model for Skill-Based Job Classification and Recommendation
Paweena Chaiaroon, Nuttachot Promrit, Sajjaporn Waijanya, Natratanon Kanraweekultana and Karanya Sitdhisanguan
S6.5 14:00 Multi-Scale Feature Aggregation and Attention (MSFAA) Model for Enhanced Facial Expression Recognition
Rit Lawpanom, Jakkrit Kaewyotha and Wararat Songpan
S6.6 14:15 Clustering of ESTS Test Scores for Students in the Faculty of Science and Technology at Loei Rajabhat University
Supailin Pichai, Dulachat Siriwallop and Thosang Phimbaotham
S6.7 14:30 Integrating RGB and DSM Data for Enhanced Building Segmentation in UAV Images
Kanokwan Khiewwan, Duangduen Asavasuthirakul and Sutasinee Chimlek

Tuesday, April 22 13:00 - 17:00 (Asia/Tokyo)

V2: AI and Data Science

Online
Room: V2-Online presentation
Chair: Chonlatee Photong

AJCC2025 Virtual Conference

Time: Apr 22, 2025 at 13.00 (Tokyo time) or 11.00 (Bangkok time)

Join Zoom Meeting

https://us06web.zoom.us/j/89149295895?pwd=X6zWakslLbZbKXAXuPwTqjKpX6jMFy.1

Meeting ID: 891 4929 5895

Passcode: 171707

V2.1 13:00 Evaluating Model Performance for Sentiment Analysis on Game Reviews
Natthapumin Manucham, Anirut Chothanom, Wararat Songpan and Artitayaporn Rojarath
V2.2 13:15 A Comparative Study on Imputation Methods for Clustering with Missing Data
Pinidchaya Chottanom, Niwan Wattanakitrungroj and Sasiporn Tongman
V2.3 13:30 Enhancing Audience Experience in Traditional Thai Long-Boat Racing Through Semi-Automated Competition Ranking for Streaming (SACRS)
Thirachit Saenphon and Piyarat Silapasuphakornwong
Thirachit Saenphon
V2.4 13:45 Enhancing Sustainable Agriculture: Detection of Plant Leaf Diseases Using YOLO-Based Object Detection
Suksun Promboonruang, Thummarat Boonrod, Bancha Luaphol, Sayun Phansomboon, Udom Wongsupha, Anucha Puthikulsakhon, Patcharin Zatun, Chaiwat Hmokaew and Kamonwan Ratchatawetchakul
V2.5 14:00 Determining Banana Properties Using Machine Learning Ripeness Features
Rong Phoophuangpairoj and Hong Chen
V2.6 14:15 Inertial Sensor-Driven Deep Learning for Robust Driver Behavior Monitoring in Industrial Environments
Sakorn Mekruksavanich, Olarik Surinta, Wikanda Phaphan and Anuchit Jitpattanakul
V2.7 14:30 Using Machine Learning Techniques to Compare Classification Model Efficiency for Analyzing Library Usage Factors and Student Academic Performance
Orapan Khongmalai, Anyanitha Distanont, Natratanon Kanraweekultana and Thitima Thienanantakul
V2.8 14:45 Higher Education and Generative AI (ChatGPT)
Yuwanuch Gulatee, Aphi Khamphroh, Phumin Hongma, Rawiworn Hongma and Wantipa Unarat
V2.9 15:00 Banana Quality Classification Using Lightweight CNN Model with Microservice Integration System
Vasutorn Chaowalittawin, Woranidtha Krungseanmuang, Posathip Sathaporn, Fuka Morita, Tuanjai Archevapanich and Boonchana Purahong

Tuesday, April 22 13:00 - 17:00 (Asia/Tokyo)

V1: Computer Science for Daily Life

Online
Room: V1-Online presentation
Chair: Chatklaw Jareanpon

AJCC2025 Virtual Conference

Time: Apr 22, 2025 at 13.00 (Tokyo time) or 11.00 (Bangkok time)

Join Zoom Meeting

https://us06web.zoom.us/j/89149295895?pwd=X6zWakslLbZbKXAXuPwTqjKpX6jMFy.1

Meeting ID: 891 4929 5895

Passcode: 171707

V1.1 13:00 Brain Tumor Segmentation Using K-Means Clustering and 3D Unsharp Masking Integrated with a 3D U-Net Architecture for Clinical Use
Abdelrahman Telib and Mohamed Kamel Gabr
V1.2 13:15 Security Analysis and Mitigation Strategies for SSL Stripping and Keylogging Attacks: a Case Study of Thai Financial, Commercial, and Educational Web Platforms
Khathawut Chanbuala, Darunee Puangpronpitag, Egachai Puangpronpitag and Somnuk Puangpronpitag
V1.3 13:30 A Green and Unified Log Framework Incorporating Machine Learning and Multi-Objective Feature Selection
Pornpimon Boriwan and Thanathorn Phoka
V1.4 13:45 Community Identity Through the Use of Isan Thong Towards 2D Media Design
Kamonwan Ratchatawetchakul, Yongyut Ratchatawetchakul, Suksun Promboonruang, Siri-orn Vongtavee, Thummarat Boonrod, Bancha Luaphol, Rachan Vongtavee, Patcharin Zatun and Montakarn Tummawat
Kamonwan Ratchatawetchakul
V1.5 14:00 Evaluating Energy-Water Ratio Efficiency in Irrigation Area Agricultural Water Management
Phairoj Samutrak, Saichon Thongkam and Chinnakorn Jirakajornjaritkul
V1.6 14:15 Modeling to Measure the Diffusion Distance of Particulate Matter 2.5 from Combustion of Agricultural Areas
Ekkawit Sittiwa, Khaninnat Chotpornseema, Warachanan Choothong, Thiraphat Meesumrarn, Withoon Sonthipak and Krisda Khankasikam
Ekkawit Sittiwa
V1.7 14:30 The Last Intensity for Optimization Thresholding and Automatic Detection of Specular Reflections
Thummarat Boonrod, Suksun Promboonruang, Chatklaw Jareanpon, Bancha Luaphol, Montakarn Tummawat and Kamonwan Ratchatawetchakul
V1.8 14:45 Sentiment Analysis of Product and Service Reviews: a Systematic Literature Review of Techniques, Challenges, and Future Trends
Rachasee Srisane, Artitayaporn Rojarath, Wararat Songpan and Olarik Surinta
Rachasee Srisane

Tuesday, April 22 15:00 - 17:00 (Asia/Tokyo)

S7: AI and Machine Learning

Onsite
Room: A (Main room no. 8-9)
Chair: Khanista Namee
S7.1 15:00 An Artificial Intelligence-Based Bone Age Assessment for Thai Children
Sarun Paisarnsrisomsuk, Pitchaya Wiratchotisatian, Kwankhao Tangprasert, Ratikorn Chaisiwamongkol, Wichuda Chaisiwamongkol and Weerapat Srikongpan
S7.2 15:15 Identifying Key Factors for Multiclass Classification of Bird Sounds Based on Wav2Vec Model
Thitiwan Sirivadhanakul, Satanat Kitsiranuwat and Prapaporn Rattanatamrong
S7.3 15:30 Unveiling Prime Investment Opportunities in Raw Land: a Data-Driven GIS Approach to Price Prediction and Cost Comparison in Phra Nakhon Si Ayutthaya
Wichai Witayakiattilerd and Nattharat Kanphakdee
Wichai Witayakiattilerd
S7.4 15:45 Automatic Corn Field Detection Using Unmanned Aerial Vehicle and Transfer Learning Based Approach
Chinapat Sakunrasrisuay, Punoi Pongsatorn, Arisman Meteepatipan, Chatchai Punriboon, Satit Kravenkit, Nikorn Kannikaklang and Phet Aimtongkham
Nikorn Kannikaklang

Tuesday, April 22 15:00 - 17:00 (Asia/Tokyo)

S8: IT for Better Life

Room: B (No. 10)
Chair: Orasa Tetiwat
S8.1 15:00 The Development of E-Learning Lessons Using Augmented Reality
Phakharach Plirdpring and Angsana Phonsuk
Phakharach Plirdpring
S8.2 15:15 Ontology-Based Food Recommendations for Tourists Exploring and Navigating Cambodian Cuisine
Rathana Lang and Chakkrit Snae Namahoot
Rathana Lang
S8.3 15:30 Optimizing Diabetes Prediction: Integrating Machine Learning and SHAP for Enhanced Model Accuracy
Vachirapon Tosawat, Chakkrit Snae Namahoot and Kanokkarn Snae Namahoot
Vachirapon Tosawat
S8.4 15:45 The Use of Marketing Technology in Stock Firm Based on Insourcing and Outsourcing Strategy
Thanyalak Mueangkhot and Chaknarin Kongcharoen
S8.5 16:00 Confidence Intervals for the XRani Distribution Parameter in Analyzing PM2.5 Concentrations in Bangkok, Thailand
Wararit Panichkitkosolkul
Wararit Panichkitkosolkul

Tuesday, April 22 15:00 - 17:00 (Asia/Tokyo)

S9: Smart Life: Networks & Intelligent Systems

Onsite
Room: C (No. 11)
Chair: Apisake Hongwitayakorn
S9.1 15:00 Verifiable Credential Wallet for Digital Transcripts
Tharathep Klinla-Or and Ittipon Rassameeroj
S9.2 15:15 Cloud-Based Face Recognition Service Optimization by Object Tracking
Sasithorn Suchaiya, Sorapong Ruanmanee and Jitti Niramitranon
S9.3 15:30 Internet of Things Based Practical Smart Environmental Monitoring System for Poultry Farm
Thanavit Anuwongpinit, Boonchana Purahong, Tuanjai Archevapanich and Chananont Manthawornsiri
S9.4 15:45 Development of Smart Technologies for Profitable Onion Production
Amy Lizbeth J Rico, Jayson J. Elenzano, John Alvin M Neuda and Michael R. Raquel
Jayson J. Elenzano

Tuesday, April 22 18:00 - 20:00 (Asia/Tokyo)

B1: Banquet

KKC Main Hall
Room: A (Main room no. 8-9)
  • 18:00 - 18:30: Welcome Reception & Best presentation awards
  • 18:30 - 19:30: Dinner Service
  • 19:30 - 20:00: Networking & Closing Remarks

Wednesday, April 23

Wednesday, April 23 8:00 - 18:00 (Asia/Tokyo)

X1: Academic discussion and research group development

Ine Village
Room: A (Main room no. 8-9), Room: B (No. 10), Room: C (No. 11), V2-Online presentation, V1-Online presentation

Social Event and Academic Discussions for Research Networking.

This event aims to foster research groups from various universities for future collaboration.

Lunch will be at local restaurants in Ine Village (participants pay individually).