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21st JCSSE 2024: Phuket, Thailand
- 21st International Joint Conference on Computer Science and Software Engineering, JCSSE 2024, Phuket, Thailand, June 19-22, 2024. IEEE 2024, ISBN 979-8-3503-8176-4
- Aziz Nanthaamornphong
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Message from General Chair. IV - Krisana Chinnasarn:
Message from the Chair of IEEE Computer Society Thailand Chapter. VI - Niwat Keawpradub:
Welcome Message from the President of Prince of Songkla University. III - Satsawat Nitisatyothin, Eakkachai Pengwang:
3D Mapping of Quadcopters Using Stereo Cameras for Indoor Environment. 1-8 - Teerasak Wichai, Ratthathammanoon Chukamlang, Wansuree Massagram:
Electromyography-Based Hand Pose Estimation U sing Machine Learning. 1-5 - Chiwin Charngtong, Arbtip Dheeravongkit, Sunachai Vonzbunvona:
A 3D Camera Protocol for Object Pose Estimation from Point Cloud in Robot Operations. 9-15 - Huy Do Nhat Nguyen, Hung Do Thanh Le, Quan Anh Mai, Dung Anh Huvnh, Thanh Nhat Tieu, Hung Tung Bui, Huy Quang Do:
A Comparative Study of DenseNets for Vietnamese Traditional Music Genre Classification. 16-21 - Kaung Htet San, Toshiaki Kondo, Sanparith Marukatat, Yuko Hara-Azumi:
A Comparative Study of Loss Functions for Arbitrary-Oriented Object Detection in Aerial Images. 22-27 - Teeramaet Bongkodmalee, Supasake Vongvipaporn, Preravitch Siripanich, Somchart Fugkeaw, Chalee Vorakulpipat:
A Design and Development of Web Application Vulnerability Detection Using Graph-Based Modeling Analysis Over CAPEC. 28-34 - Tri Trinh, Dang Dinh Trang, Vu Quoc Bao, Nguyen Ngoc Anh, Dinh Huy Hieu:
A Flexible and Cost-Efficient Protection Scheme for SDN-Based 5G Backhaul Network. 35-39 - Tikumporn Wankvar, Apichon Witayangkurn:
A Framework for Automatic Root Cause Analysis of Network Failure on MPLS Network. 40-46 - Sorayus Kittisorayut, Sarayut Nonsiri, Pichitchai Kamin, Supawee Makdee:
A Machine Learning Algorithms for Drug Identification: Enhancing Medication Safety in Thailand. 47-52 - Shih-Chieh Chen, Chong De Tee:
A Research on the Usability Evaluation of Telecommunication and Navigation Applications in In-Vehicle Infotainment Systems. 53-60 - Rohan Prasad Gupta, Chalee Vorakulpipat, Somchart Fugkeaw, Apichon Witayangkurn:
A Scalable and Secure Outsourced IoT Electronic Health Records with Efficient User Revocation Using Fog-Assisted Cloud Model. 61-67 - Jongpil Jeong, Hyun-Woo Kim, Myungjin Cho, Min-Chul Lee:
A Study of Noise Reduction Algorithm Using Statistical Optimization in Digital Holographic Microscopy. 68-73 - Mohammad Abrar Shakil Sejan, Md. Habibur Rahman, Md. Abdul Aziz, Hyoung-Kyu Song, Rana Tabassum:
Adapting Graph Structure for IoT Network: A Performance Analysis. 74-78 - Worawit Tepsan, Sorn Sooksatra, Pitiwat Lueangwitchajaroen, Sitapa Watcharapinchai:
Adaptive Body Part ROI with Triple Stream Approach for Human Action Recognition. 79-85 - Xingci Gu, Ye Yuan, Jianjun Yang, Longjiang Li:
AI-empowered Pose Reconstruction for Real-time Synthesis of Remote Metaverse Avatars. 86-93 - Suradach Srisuwan
An Investigation of Machine Learning Algorithms for Predictive Maintenance in High Pressure Processing Systems. 94-98 - Adisak Intana, Kanjana Laosen, Panya Nuanchan, Nattapong Pattanakit, Sathani Dermchai:
An NLP-Based Approach for Detecting Ambiguity of Thai Software Requirements Specification. 99-106 - Pornsiri Khumla, Kamthorn Sarawan, Jantima Polpinij, Sarayut Gonwirat, Phoori Chantima, Worapot Sommool:
Analyzing Machine Learning Techniques for Air Passenger Numbers Forecasting. 107-112 - Adisak Supeesun, Kanjana Eiamsaard, Anan Banharnsakun:
Applying the ABC Approach for Edge Detection in Unshelled Banana Prawn Images. 113-117 - Chatbordin Klinsrisuk, Apichon Witayangkurn:
ASDR: Automatic System to Diagnose and Recognize Electrical Drawings. 118-125 - Ratchai Thipbumrung, Panyanat Aonpong:
Automated Face Selection and Censoring on Image and Video using Artificial Intelligent. 126-131 - Prasert Teppap, Panudech Tipauksorn, Somnuek Surathong, Wirot Ponglangka, Prasert Luekhong:
Automating Hidden Gambling Detection in Web Sites: A BeautifulSoup Implementation. 132-139 - Nuanprang Sangurai, Soontaree Thumsuwan, Chouvalit Khancome:
Backward Inverted Lists Approximate String Matching Algorithm. 140-145 - Thapanapong Rukkanchanunt, Saksinkarn Petchkuliinda, Hideya Ochiai:
Behavioral Authentication Using Activity-Based Model Segregation in Convolutional Neural Networks for Mobile Sensor Data. 146-152 - Akshat Gaurav, Brij B. Gupta, Kwok Tai Chui:
BERT Based Model for Robust Mental Health Analysis in Clinical Informatics. 153-160 - Prayat Lewan, Chouvalit Khancome:
Bit-Level Affixation Text Compression Algorithms. 161-166 - Chaloemphon Thipkasorn, Sitthichok Chaichulee, Tanan Bejrananda, Teeravut Tubtawee:
Cascaded Architecture for Segmenting Prostate Cancer Lesions in Biparametric MRI. 167-173 - Nawa Tippayasem, Krerk Piromsopa:
Classification of Android Malware from Binary Code Using Ensemble Method with Recursive Feature Elimination. 174-178 - Romiyal George, Selvarajah Thuseethan
Comparative Analysis of Pre-trained Deep Neural Networks for Plant Disease Classification. 179-186 - Peeranat Thongsakul, May Phu Paing:
Comparison of Deep Learning-based Models for Oral Disease Detection. 187-191 - Kantapat Chaichareenon, Natawut Nupairoj:
Data-Driven with Process Mining to Analyze and Identify Key Features for No-Show Risks in Patients with Chronic Diseases to Achieve Treatment Improvement. 192-198 - Thean Thepa, Pongsapon Ateetanan, Pratuck Khubpatiwitthayakul, Somchart Fugkeaw:
Design and Development of Scalable SIEM as a Service using Spark and Anomaly Detection. 199-205 - Yibei Bail, Chidchanok Lursinsap:
Detecting Common Unsafe Gestures of Grabbing Wheel and Distracting Phone Talk by Appropriate Convolutional Neural Network. 206-210 - Aniwat Keereena, Sukree Sinthupinyo:
Detection of a Real Thai National ID Card in Video Based. 211-216 - Muhammad Irfan Luthfi
Developing Eternal Learning Model Trainer System to Support Continuous Knowledge Integration and Cognitive Growth. 217-223 - Nasith Laosen, Kanjana Laosen, Piyawat Sriprasert:
Development of AI Chatbot for Tourism Promotion: A Case Study in Ranong and Chumphon, Thailand. 224-231 - Supachai Vongbunyong, Tanakorn Teerabundit, Natkamon Khantee, Kitti Thamrongaphichartkul:
Development of Autonomous Mobile Service Robot as A Reception in Department Stores. 232-238 - Thitiworada Amsa-nguan, Nawakarn Leerattanachote, Ponlawat Suparat, Piyanit Wepulanon, Santitham Prom-on:
Development of the Topic Tagging System for Thai and English-Translated Web Contents. 239-245 - Sumet Muanchang, Piyanit Wepulanon, Phattara Khumprom
Diesel Price Prediction Models with Traditional Time-Series Algorithms and Neural Networks. 246-252 - Jiranuwat Tima, Chontee Wiratkasem, Worakarn Chairuean, Patcharida Padongkit, Kittamet Pangkhiao, Kornprom Pikulkaew
Early Detection of Alzheimer's Disease: A Deep Learning Approach for Accurate Diagnosis. 253-260 - Htoo Thiri Wai, Surapong Uttama:
Effectiveness of Classifying Unsafe Children's Toys Using NLP, Deep Learning and Ensemble Learning. 261-267 - Warawut Nualplaud, Chidchanok Lursinsap:
Egg Shape as a Generalized Radial Basis Shape for Discard-After-Learn Method in Streaming Data. 268-274 - Natnaree Jubju, Natawut Nupairoj:
End-To-End Data Characteristics Monitoring for MLOps. 280-285 - Rahat Izhar
Enhancing Agile Software Development: A Novel Approach to Automated Requirements Prioritization. 286-293 - Ratchanon Wongpanti, Sirion Vittayakorn:
Enhancing Auto Insurance Fraud Detection Using Convolutional Neural Networks. 294-301 - Thandar Phyo, Surapong Uttama:
Enhancing Data Collection for Market Basket Analysis Through CNN Object Detection. 302-309 - Aomsap Inkongngarm, Jakramate Bootkrajang, Samerkae Somhom, Areerat Trongratsameethong, Prasert Luekhong:
Enhancing Educational Strategy Through K-Means Clustering: A Study on Academic Departments. 310-315 - Nang Aeindray Kyaw, Ye Kyaw Thu, Thazin Myint Oo, Hutchatai Chanlekha, Manabu Okumura, Thepchai Supnithi:
Enhancing Hate Speech Classification in Myanmar Language through Lexicon-Based Filtering. 316-323 - Chawanvit Ekarittikrai, Ekarat Rattagan:
Enhancing Market Making Strategies with Deep Reinforcement Learning-Based Quoting Decisions. 324-329 - The Hnin Phyu, Surapong Uttama:
Enhancing Money Laundering Detection Addressing Imbalanced Data and Leveraging Typological Features Analysis. 330-336 - Yi-Fan Liu, Muhammad Irfan Luthfi
Enhancing Usability and Learner Engagement: A Heuristic Evaluation of the AI-Enhanced Video Drama Maker App. 337-342 - Adisak Supeesun, Jakarin Chawachat, Vacharapat Mettanant, Jittat Fakcharoenphol:
Estimating Group Fairness Using Pairwise Similarity. 343-350 - Apichat Heednacram, Yossawee Keaomanee, Jarupong Plodtong:
Estimation of Major Seismic Activities in Thailand Using Fourier Transform. 351-357 - Danish Attique, Wang Hao, Wang Ping, Danish Javeed
EX-DFL: An Explainable Deep Federated-based Intrusion Detection System for Industrial IoT. 358-364 - Ei Thandar Phyu, Ye Kyaw Thu, Hutchatai Chanlekha, Kotaro Funakoshi, Thepchai Supnithi:
Exploring the Impact of Error Type Features Integration on Transformer-based Myanmar Spelling Correction. 365-372 - Wasin Faengrit, Suppawong Tuarob, Thanapon Noraset:
Extracting Aspect-Based Economic Sentiments From Thai Social Media Text. 373-376 - Peeraporn Rimdusit, Phakhatorn Aphiromyarnont, Suphakant Phimoltares, Sasipa Panthuwadeethorn:
Extracting Information from Drug Label Using Image and Text Processing. 377-382 - Teh Hui Min, Leow Meng-Chew, Ong Lee-Yeng:
Factors Influencing the Behavioral Intention of Elderly Toward Self-Ordering Kiosks. 383-389 - Supasin Sinkittiyanont, Chanat Ratanasumawong:
Fault Diagnosis of Rolling Element Bearing from Vibration Signal Using One Dimensional Convolutional Neural Networks. 390-397 - Septia Rani, Sheila Nurul Huda, Irving Vitra Paputungan, Dhomas Hatta Fudholi, Fadillah Akbar, M. Ulil Albab Surya Negara:
Framework on Image-Based Implicit Tourism Recommendation Using Transfer Learning Feature Extraction. 398-403 - Debajyoti Pal, Sunisa Sathapornvajana, Suree Funilkul:
Generative AI: How Well Can it Understand Conversational UX? 404-411 - Md. Habibur Rahman, Mohammad Abrar Shakil Sejan, Md. Abdul Aziz, Rana Tabassum, Hyoung-Kyu Song:
Graph Neural Network Performance Analysis in the Cell-Free Massive MIMO Wireless Systems. 412-417 - Kyaw Maung Maung Thwin, Teera Phatrapornnant, Teerayut Horanont, Ornprapa Thepsilvisut, Hung Nguyen Duy:
Hybrid Machine Learning Approach for Microclimate Prediction in Equipment-Operated Open Ventilated Greenhouse. 418-423 - Damir Vusic
Influence of Augmented Reality on User Experience in E-commerce. 424-431 - Sasithorn Suchaiya, Sorapong Ruanmanee, Neranuch Pachanatip, Jitti Niramitranon, Chaiporn Jaikaeo:
Integration Model for Face Registration Checkpoint. 432-439 - Chadathip Prangkulcharoenkit, Sirirat Sanghkao, Wanwisa Kawto, Attapol T. Rutherford, Jakapun Tachaiya:
Investigating the Influence of Psychologists' Recommendations on Thai Juvenile Court Judgements. 440-447 - Dhruva P. Achar, Karunakar A Kotegar, Kurupath Radhakrishnan:
Lateralizing Seizure Onset Zone Through Interictal Sleep Scalp EEG High-Frequency Oscillations. 448-454 - Ratchapol Chantarachote, Natchapol Charuwimolkul, Chaiporn Jaikaeo, Adichai Pornprommin
Leak Signal Collection and Classification in Water Pipelines Using Resource-Constrained Devices. 455-462 - Ainandafiq Muhammad Alqadri
Lightweight YOLOv5-Based Algorithm to Detect Room Nameplates for Autonomous Smart Wheelchair. 463-468 - Nurhuda Maming, Santhana Chaimontree, Apiradee Lim:
Loan Applicant Anomaly Detection. 469-474 - Laxman Gautam, Naruemon Wattanapongsakorn:
Machine Learning Models to Investigate Startup Success in Venture Capital Using Crunchbase Dataset. 475-481 - Warasit Changrangkarn, Pakorn Leesutthipornchai:
Malware Classification for Mobile Application Using Permission Manifest. 482-487 - Zehong Fan, Arthorn Luangsodsai, Krung Sinapiromsaran:
Mass-Ratio-Average-Absolute-Deviation Based Outlier Factor for Anomaly Scoring. 488-493 - Noman Ashraf, Rungrat Viratikul, Teerapol Silawan, Chaiyachet Saivichit:
Maximizing the Lifetime of Wireless Sensor Networks: Integrating K-Means Clustering with LEACH Protocol to Improve Energy Efficiency. 494-499 - Thanakorn Kritsrinopphadol, Kerdkiat Suvirat, Sawrawit Chairat, Kamonrat Tangudomkit, Thammasin Ingviya, Phurit Bovornchutichai, Sitthichok Chaichulee:
Measuring Patient Similarities in Clinical Data Repository through Graph Representation. 500-507 - Nontawat Thongsibsong
M-Stock: Automate Photo Assessment for Enhancing Student Photography Skills with Deep Learning. 508-513 - Siraphop Santiwiwat, Amir Hajian, Watchara Ruangsang, Supavadee Aramvith:
Multiple Face Detection and Recognition for System-an-Chip FPGAs. 514-521 - Gilsu Yeo, Hyun-Woo Kim, Myungjin Cho, Min-Chul Lee:
N Observation Photon Counting Imaging With Preprocessing. 522-527 - Nasith Laosen, Kanjana Laosen, Thummarat Paklao:
Named Entity Recognition for Thai Historical Data. 528-533 - Arrie Kurniawardhani, Hanif A. Rahman, Irving Vitra Paputungan:
Non-Invasive Automatic Drowsiness Detection using Independently Recurrent Neural Network. 534-539 - Vittayasak Rujivorakul, Surapol Vorapatratorn:
Online Low-Cost Air Quality Monitoring System Using LoRa-Based Communication. 540-544 - Possathon Teerakantapirut, Rungrat Viratikul, Charnchai Pluempitiwiriyawej:
Optimizing LiDAR-Based Depth Map Accuracy Through Multiview Angle Analysis to Enhance Shape Measurement Efficiency. 545-550 - Chanapa Channarong, Saranya Maneeroj:
Policy GRU-RL: Simplified Music Playlist Recommendation U sing Sequential on Reinforcement Learning Concept. 551-557 - Regine A. Ponce-Machete, Arnel Fajardo:
Predicting Calamansi Fruit Yield Using CNN-Based Flower Detection: A Deep Learning Approach. 558-565 - Wasawat Apiromrakl, Chanavee Toh, Pornpen Sangthawan, Thammasin Ingviya:
Prediction Chronic Kidney Disease Progression in Diabetic Patients Using Machine Learning Models. 566-573 - Teeraphat Buengbongkoch, Natawut Nupairoj:
Prediction of Daily Outpatient Volume Using Ensemble Empirical Mode Decomposition and Long-Short Term Memory During the Incident. 574-580 - Gang Wang
Professional-Level Classification for Healthcare Articles. 581-587 - Supavit Kongwudhikunakorn, Suktipol Kiatthaveephong, Kamonwan Thanontip, Pitshaporn Leelaarporn, Pathitta Dujada, Tohru Yagi, Vorapun Senanarong, Wanumaidah Saengmolee, Theerawit Wilaiprasitporn:
PSD-CNN Approach for Subject Independent Dementia Recognition from EEG Signals. 588-594 - Chalothorn Yooyuen, Ruchipas Bavontaweepanya, Prapong Prechaprapranwong, Rajchawit Sarochawikasit:
Quantum Benchmark Suite for IBM's Backend Based on SupermarQ. 595-599 - Tian-Bo Deng:
Regularized Linear Fractional Programming for Implementing Digital Phase Compensators. 600-603 - Krerkpon Rattanapoom, Thapana Boonchoo, Satanat Kitsiranuwat:
Representation Learning Technique in DNA Sequence Classification for SARS-CoV-2 and Pathogenic Viruses. 604-611 - Tanapon Photchanasavanee, Nuttapong Chentanez:
Screening of Defects in AI Generated Portraits. 612-617 - Haiyong Ragkhit Etsagul, Ipa An Jarukitpipat, Raula Gaikovina Kula, Morakot Choetkiertikul, Klinton Chhun, Wachirayana Wanprasert, Thanwadee Sunetnanta:
See to Believe: Using Visualization to Motivate Updating Third-Party Dependencies. 618-625 - Phanuwut Rojnarong, Wanchalerm Pora:
Signal Strength and Energy Consumption on Various Internet of Things Communication Protocol Using Heltec ESP32 LoRa. 626-630 - Natthawat Tungruethaipak, Santitham Prom-on:
Thai Question Text-To-SQL Parsing Using Transformer. 631-637 - Tsai-Chiao Wang, Chia-Liang Tsai
The Effects of Mixed Reality-Based Badminton Training System on the Hitting Accuracy of Badminton and Cybersickness. 638-641 - Ahmad Abtokhi, Hisyam Fahmi, Mohammad Sholahuddin:
The Impact of Moodle LMS Integration on Group Discussions to Support Collaborative Learning. 642-647 - Kerdkiat Suvirat, Sawrawit Chairat, Kanakorn Horsiritham, Thammasin Ingviya, Chanon Kongkamol, Sitthichok Chaichulee:
The Use of Clinical Language Models Pretrained on Institutional EHR Data for Downstream Tasks. 648-655 - Kanuengnij Kubola, Benchaporn Jantarakongkul, Bhusana Kongon, Tanat Kanangnanon, Nattamon Srithammee, Prajaks Jitngernmadan:
Towards 3D Serious Game Simulation for Military Training. 656-661 - Chaiyong Ragkhitwetsagul, Veerakit Prasertpol, Natanon Ritta, Paphon Sae-Wong, Thanapon Noraset, Morakot Choetkiertikul:
Typhon: Automatic Recommendation of Relevant Code Cells in Jupyter Notebooks. 662-669 - Nguyen Vuong Thinh, Nguyen Tan Cam, Trinh Gia Huy:
uitPEclaFL: A Study on PE Malware Classification Using Federated Learning. 670-677 - Varanya Somaudon, Teerakiat Kerdcharoen:
Unlocking the Aroma Profiles of Coffee Roasting Levels with an Electronic Nose Coupled with Machine Learning. 678-681 - Panupong Wanjantuk, Niyom Pinitkarn, Sonephanom Sengthavideth, Jirat Matthayomnan, Anupap Meesomboon:
Unveiling Emotions and Themes in Thai Songs via Topic Modeling. 682-688 - Lawal Ibrahim Faruk Dutsinma, Debajyoti Pal, Suree Funilkul, Pornchai Mongkolnam, Sunisa Sathapornvajana, Nipon Charoenkitkarn:
User-Centric Design: Adjective Rating Scale for Conversational Agent Interaction. 689-695 - Khamsing Sermmany, Panupong Wanjantuk, Watis Leelapatra:
Utilizing Explainable Artificial Intelligence (XAI) to Identify Determinants of Coffee Quality. 696-703 - Pakawan Pugsee, Kantika Soipetchakoon, Pongthep Thongsang:
Water Supply Forecasting Model in the Chi River from Satellite Images. 704-711 - Punn Kiriwong, Wipada Glahan, Jidapa Thongnirun, Supakorn Siddhichai, Kitti Koonsanit, Phitchakorn Watcharanurak, Santitham Prom-on, Kharittha Jangsamsi:
Waterline Detection and Water Level Estimation Based on HED Edge Detection. 712-719 - Wimonthip Saenprasert, Ei Ei Tun, Amir Hajian, Watchara Ruangsang, Supavadee Aramvith:
YOLO for Small Objects in Aerial Imagery: A Performance Evaluation. 720-727
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