Table of Contents

• Topic Modelling using Latent Dirichlet Allocation (LDA) and Analysis of Students SentimentsOntiretse Ishmael, Etain Kiely, Cormac Quigley, Donal McGinty. 1-6 [doi]
• Two-stage Thai Misspelling Correction based on Pre-trained Language ModelsIdhibhat Pankam, Peerat Limkonchotiwat, Ekapol Chuangsuwanich. 7-12 [doi]
• Text Classification Using Improving Term Frequency with Gaussian and Multilayer Perceptron TechniquesVuttichai Vichianchai, Sumonta Kasemvilas. 13-18 [doi]
• CannabisO: The Ontology-based Knowledge Model for Safe Cannabis Consumption in ThailandPranpreya Samasutthi, Chutiporn Anutariya. 19-24 [doi]
• Weighting Histogram of Oriented Gradients for Spondylolisthesis Classification from X-Ray ImagesSittisak Saechueng, Ungsumalee Suttapakti. 25-30 [doi]
• Comparison of CNN Models for Urban Garbage Image Classification in ThailandTanasit Tuangcharoentip, Nattee Niparnan. 31-36 [doi]
• Design and Stability Guarantee of Variable Center-Frequency Bandpass FiltersTian-Bo Deng. 37-42 [doi]
• CCE-Stream: Semi-supervised Stream Clustering Using Color-based ConstraintsKritsana Treechalong, Thanawin Rakthanmanon, Kitsana Waiyamai. 43-48 [doi]
• Sentiment Analysis of Consumer Reviews Using Machine Learning ApproachRizwanul Islam Rudra, Anilkumar Kothalil Gopalakrishnan. 49-54 [doi]
• A Comparison of Machine Learning and Neural Network Algorithms for an Automated Thai Essay ScoringSuttichai Suriyasat, Sapa Chanyachatchawan, Nuengwong Tuaycharoen. 55-60 [doi]
• Effects of Genetic Operators on Neural Architecture Search Using Multi-Objective Genetic AlgorithmPraiwan Patcharabumrung, Yutana Jewajinda, Kata Praditwong. 61-66 [doi]
• A Comparative Study of LSTM, GRU, BiLSTM and BiGRU to Predict Dissolved OxygenNarongsak Putpuek, Apiradee Putpuek, Apichart Sungthong. 67-72 [doi]
• A Comparative Study on Out of Scope Detection for Chest X-ray ImagesNuttapol Kamolkunasiri, Proadpran Punyabukkana, Ekapol Chuangsuwanich. 73-78 [doi]
• A Weakly-Supervised Glass Bottle Defect Detection System Based on Multi-View AnalysisLutfee Phalawan, Nalina Phisanbut, Punpiti Piamsa-nga. 79-83 [doi]
• Few-Shot Law Retrieval System for Supreme Court CasesThaweesak Chusri, Sadanan Arsaibun, Peerapat Chokesuwattanaskul, Ekapol Chuangsuwanich, Attapol T. Rutherford. 84-89 [doi]
• Customer Churn Prediction Using Weight Average Ensemble Machine Learning ModelI Nyoman Mahayasa Adiputra, Paweena Wanchai. 90-94 [doi]
• Contextualized vs. Static Word Embeddings for Word-based Analysis of Opposing OpinionsWassakorn Sarakul, Attapol T. Rutherford. 95-100 [doi]
• Machine Learning Models for Condominium Appraisal with Result TuningSahassawat Posungnern, Sansiri Tanachutiwat, Thanit Anchaleechamaikorn, Taninnuch Lamjiak. 101-105 [doi]
• A Study of Using GPT-3 to Generate a Thai Sentiment Analysis of COVID-19 Tweets DatasetPatthamanan Isaranontakul, Worapoj Kreesuradej. 106-111 [doi]
• Iteratively Reweighted Least Squares by Diagonal RegularizationBamrung Tausiesakul, Krissada Asavaskulkiet. 112-117 [doi]
• A Novel Classification Layer Technique for ASL Analysis Using CNNKittasil Silanon, Noppon Lertchuwongsa. 118-122 [doi]
• Seagrass Classification Using Differentiable Architecture SearchMark Anthony A. Ozaeta, Arnel C. Fajardo, Felimon P. Brazas, Jed Allan M. Cantal. 123-128 [doi]
• Predicting Abundance of Fish Species Populations in Manila Bay, Philippines Based on Ensemble Learning ApproachSherrlyn M. Rasdas, Arnel C. Fajardo, Jomel S. Limbago. 129-134 [doi]
• Player Optimal Positioning Analysis Using FIFA Video Game Data and Classification ModelsSifat Tanvir, Tasmia Shakerin. 135-138 [doi]
• Explainable AI for Systematic Detection of Potential Problems in Natural Language DatasetsAphinan Peerachaidacho, Nairat Kanyamee, Pinyo Taeprasartsit. 139-144 [doi]
• Survey and Analysis of NFT and Blockchain Technologies for Developing Agricultural Product Trading SystemsSuwichai Phunsa, Preecha Noiumkar, Thawatchai Chomsiri. 145-149 [doi]
• Price Trend Forecasting of Cryptocurrency Using Multiple Technical Indicators and SHAPPongsathorn Pichaiyuth, Puwa Termnuphan, Tuul Triyason, Olarn Rojanapornpun, Saichon Jaiyen. 150-154 [doi]
• Analysis of the Trade-Off in Data Quality Management for CrowdsourcingKrit Gangwanpongpun, Ekapol Chuangsuwanich, Proadpran Punyabukkana. 155-160 [doi]
• Classification Grading of Nam Dok Mai See-Thong Mango by Deep Learning and Transfer LearningPomboon Pomboomee, Poommipat Lonlue, Papitchaya Praha, Pongsakron Mungmor, Sanya Khruahong. 161-166 [doi]
• BLUR & TRACK: Real-time Face Detection with Immediate Blurring and Efficient TrackingTanakrit Jaichuen, Nanthaphop Ren, Pichai Wongapinya, Somchart Fugkeaw. 167-172 [doi]
• Sleep Behavior Classification Based on Clusters of Sleep QualityPawonrat Khumngoen, Sukree Sinthupinyo. 173-177 [doi]
• An Efficiently Revocable Cloud-based Access Control Using Proxy Re-encryption and BlockchainKhanadech Worapaluk, Somchart Fugkeaw. 178-183 [doi]
• A Resilient Cloud-based DDoS Attack Detection and Prevention SystemSomchart Fugkeaw, Narongsak Moolkaew, Theerapat Wiwattanapornpanit, Thanyathon Saengsena, Pattavee Sanchol. 184-189 [doi]
• Cell-key Perturbation Data Privacy Procedure for Security Operations Center TeamSupornpol Nukrongsin, Chetneti Srisa-An. 190-195 [doi]
• QUALYST: Data Quality Assessment System for Thailand Open Government DataTanapat Samakit, Chutiporn Anutariya, Marut Buranarach. 196-201 [doi]
• Design and Implementation of a Data Governance Framework and Platform: A Case Study of a National Research Organization of ThailandSapa Chanyachatchawan, Krich Nasingkun, Patipat Tumsangthong, Porntiwa Chata, Marut Buranarach, Monsak Socharoentum. 202-206 [doi]
• Data Literacy Framework for Thailand Government OfficersChaiwat Jirakitpaibool, Sotarat Thammaboosadee, Monsak Socharoentum. 207-212 [doi]
• The Comparison of Password Composition Policies Among US, German, and Thailand SamplesJenjira Lomchan, Rungrat Wiangsripanawan, Siamak F. Shahandashti. 213-218 [doi]
• A Sensor Fusion Approach for Improving Implementation Speed and Accuracy of RTAB-Map Algorithm Based Indoor 3D MappingHoang-Anh Phan, Phuc-Vinh Nguyen, Thu Hang Thi Khuat, Hieu Dang Van, Dong Huu Quoc Tran, Bao-Lam Dang, Tung Thanh Bui, Van Nguyen Thi Thanh, Trinh Chu Duc. 219-224 [doi]
• An Enhanced Sampling-Based Method with Modified Next-Best View Strategy For 2D Autonomous Robot ExplorationDong Huu Quoc Tran, Hoang-Anh Phan, Hieu Dang Van, Tan Van Duong, Tung Thanh Bui, Van Nguyen Thi Thanh. 225-230 [doi]
• An Approximation of FOCUSS Mean Squared ErrorBamrung Tausiesakul, Krissada Asavaskulkiet. 231-236 [doi]
• Midnight: An Efficient Event-driven EVM Transaction Security Monitoring Approach For Flash Loan DetectionShahin Ramezany, Rachsuda Setthawong, Pisal Setthawong. 237-241 [doi]
• Effects of Speech Duration on Preserving the Identity of Synthesized VoicePapapin Supmee, Klittiya Suwanmalai, Natkrita Hanchoenkul, Napa Sae-Bae, Banphatee Khomkham. 242-246 [doi]
• An IoT Intensive AI-integrated System for Optimized Surface Water Quality ProfilingM. M. Mahbubul Syeed, Md. Rajaul Karim, Md. Shakhawat Hossain, Kaniz Fatema, Mohammad Faisal Uddin, Razib Hayat Khan. 247-252 [doi]
• Acoustic Monitoring System with AI Threat Detection System for Forest ProtectionBhattarapong Somwong, Kritsana Kumphet, Wansuree Massagram. 253-257 [doi]
• Development of a Compact System to Recognize 26 Letters in American Sign Language Alphabet Based on Flexible Ionic Liquid Strain SensorsChi Tran Nhu, Tiep Dang Dinh, Phu Nguyen Dang, Van Nguyen Thi Thanh, Cuong Vu Manh, Tung Bui Thanh. 258-263 [doi]
• Whole-Exome Sequencing (WES) Analysis for ABO Subgroups IdentificationSutthiphan Prananpaeng, Thiradon Thaiyanto, Ratsameetip Wita, Nampeung Anukul. 264-269 [doi]
• Classifying Activities of Electrical Line Workers Based on Deep Learning Approaches Using Wrist-Worn SensorSakorn Mekruksavanich, Anuchit Jitpattanakul. 270-274 [doi]
• An Evaluation Of Hospital Accreditation From The Survey With Text Vector Analysis TechniquesDittaphong Prapunwattana, Aurawan Imsombut, Picha Suwannahitatorn, Thammakorn Saethang. 275-280 [doi]
• Analysis of the 5Rs in Thailand Medication Error Classification through Natural Language ProcessingPeachyasitt Udomnuchaisup, Aurawan Imsombut, Picha Suwannahitatorn, Thammakorn Saethang. 281-284 [doi]
• Design and Evaluating a Method Using Project Corpus for Inferring Software DescriptionKohei Terakawa, Sinan Chen, Masahide Nakamura. 285-290 [doi]
• Procedural Content Generation of Super Mario Levels Considering Natural ConnectionSangGyu Nam, Chu-Hsuan Hsueh, Kokolo Ikeda. 291-296 [doi]
• Enhanced Machine Learning-Based Code Smell Detection Through Hyper-Parameter OptimizationPeeradon Sukkasem, Chitsutha Soomlek. 297-302 [doi]
• Performance Improvement on a Learning Assessment Web Application Using AWS DynamoDB as a Cache DatabaseSirawit Tantiphuwanart, Nuengwong Tuaycharoen, Dittaya Wanvarie, Naruemon Pratanwanich, Atiwong Suchato. 303-308 [doi]
• Automated API Testing with Karate Framework: A Case Study of an Online Assessment Web ApplicationSupagid Gidvarowart, Atiwong Suchato, Dittaya Wanvarie, Naruemon Pratanwanich, Nuengwong Tuaycharoen. 309-314 [doi]
• A Practical Usability Study Framework Using the SUS and the Affinity Diagram: A Case Study on the Revised Online Roadshow WebsiteLeow Meng-Chew, Ong Lee Yeng, Tan Jian-Yu. 315-320 [doi]
• Static Class-Level Approach For Test Impact AnalysisAlon Basin, Arthorn Luangsodsai, Krung Sinapiromsaran. 321-326 [doi]
• ERP Odoo Based Medical Reimbursement System Using Scrum Method: (Study Case: Group of Retail and Publishing Kompas Gramedia)Bernardus Gery Santoso, Fenina Adline Twince Tobing, Adhi Kusnadi. 327-332 [doi]
• Solving Non-IID in Federated Learning for Image Classification using GANsThiti Chuenbubpha, Thapana Boonchoo, Jason Haga, Prapaporn Rattanatamrong. 333-338 [doi]
• Enhancing Brain Tumor Detection with Gradient-Weighted Class Activation Mapping and Deep Learning TechniquesKornprom Pikulkaew. 339-344 [doi]
• SmartPoultry: Early Detection of Poultry Disease from Smartphone Captured Fecal ImageMd Shakhawat Hossain, Umme Sadia Salsabil, M. M. Mahbubul Syeed, Md Mahmudur Rahman, Kaniz Fatema, Mohammad Faisal Uddin. 345-350 [doi]
• Real-Time Driver Drowsiness Alert System for Product Distribution Businesses in Phuket Using Android DevicesAmonrat Prasitsupparote, Pakorn Pasitsuparoad, Sirathee Itsarapongpukdee. 351-355 [doi]
• Modified Feature Extraction to apply PSO for solving Handwritten DigitsJiraphat Samleepant, Chiabwoot Ratanavilisagul. 356-361 [doi]
• Combining AI and Non-AI for a Smooth User ExperienceThanakij Wanavit, Mario Quintana, Samuel Sallee, Leslie Klieb. 362-367 [doi]
• Multi-Task Learning Frameworks to Classify Food and Estimate Weight From a Single ImagePakin Siwathammarat, Panas Jesadaporn, Jakarin Chawachat. 368-373 [doi]
• A Web Platform for Measuring Frog Size and Counting via Contour Detection and Image SegmentationWorawit Fankam-ai, Panyakorn Rintha, Thanakorn Inthajak, Sirilux Kaewsirirung, Nongnuch Ketui, Kanitha Homjun. 374-379 [doi]
• Improved Heart Rate Estimation From Facial Videos Using Hair Detection and Majority Vote in SubintervalsPanupong Sunkom, Denchai Worasawate, Chadchai Srisurangkul, Minoru Nakayama. 380-384 [doi]
• Machine Learning Approaches for Quality Control in Pulp Packaging ManufacturersRattana Ceesay, Thapana Boonchoo, Prapaporn Rattanatamrong. 385-390 [doi]
• Recognizing Fall Risk Factors with Convolutional Neural NetworkSittichai Sukreep, Piyapat Dajpratham, Chakarida Nukoolkit, Siam Yamsaengsung, Thanapong Khajontantichaikun, Pornchai Mongkolnam, Saichon Jaiyen, Vithida Chongsuphajaisiddhi. 391-396 [doi]
• Analysis of Water Quality for Taal Lake Using Machine Learning Classification AlgorithmMichelle C. Tanega, Arnel C. Fajardo, Jomel S. Limbago. 397-402 [doi]
• Classification of Water Quality Index in Laguna de Bay using XGBoostAngelito L. Catajan, Arnel C. Fajardo, Jomel S. Limbago. 403-408 [doi]
• Maximizing Efficiency in Marketing Planning: Artificial Neural Network Regression and Data Imputation for Improving Business ForecastingPanyanat Aonpong, Ratchai Thipbumrung, Weenawadee Muangon, Opas Wongtaweesap. 409-414 [doi]
• Gender Classification of Social Network Text Using Natural Language Processing and Machine Learning ApproachesSupanat Jintawatsakoon, Ekkapob Poonsawat. 415-420 [doi]
• A Multi-Objective Grouping Genetic Algorithm for Server Consolidation in Cloud Data CentersChanipa Sonklin, Kachane Sonklin. 421-426 [doi]
• Enhanced Bluetooth with Low-Density Parity-Check CodesPawarit Manakul, Usana Tuntoolavest, La-or Kovavisaruch, Kazuhiko Fukawa. 427-431 [doi]
• 0.01 Cent per Second: Developing a Cloud-based Cost-effective Audio Transcription System for an Online Video Learning PlatformNut Pinyo, Panya Lokaphadhana, Pipat Saengow, Saenyakorn Siangsanoh, Thanapoom Wonnaparhown, Ekapol Chuangsuwanich, Proadpran Punyabukkana, Atiwong Suchato. 432-437 [doi]
• Development of Control-Plane Switch Migration Testbed Using Mininet-WiFi for Software-Defined Vehicular NetworkMuhammad Zain ul Abideen, Aung Myo Htut, Chaodit Aswakul. 438-442 [doi]
• Office Syndrome Treatment Using Augmented Reality Technology on Mobile ApplicationsPattiyaporn Srahongthong, Apichaya Nimkoompai. 443-447 [doi]
• What Affects the Adoption of Metaverse in Education? A SEM-based ApproachRohani Rohan, Pranab Roy, Vajirasak Vanijja, Suree Funilkul, Subhodeep Mukherjee, Debajyoti Pal. 448-453 [doi]
• Enhancing Student Photography Skills with Web-based Photo Stock and Learning SystemNontawat Thongsibsong, Kemachart Kemavuthanon, Surapol Vorapatratorn. 454-457 [doi]
• Studying Cardiac Electrophysiology via EPSSIMSujitra Katekarn, Noppadon Sisuk, Teonchit Nuamchit, Kanjana Jittiporn, Janjira Payakpate. 458-463 [doi]
• Improving Pre-Trained Models for Multi-Label Classification in Stack Overflow: A Comparison of Imbalanced Data Handling MethodsArisa Umparat, Suronapee Phoomvuthisarn. 464-469 [doi]
• Machine Learning Techniques for Water Quality Classification of Thailand's RiversKeereeluk Sirikarin, Subhorn Khonthapagdee. 470-475 [doi]
• Predicting GameFi's Daily Market Direction Using Support Vector MachinePrathan Phumphuang, Wirat Jareevongpiboon. 476-481 [doi]
• A Comparison of Machine Learning and Neural Network Algorithms for An Automated Thai Essay Quality CheckingNichaphan Noiyoo, Jessada Thutkawkornpin. 482-487 [doi]
• Edge Service Placement Optimization for Location-Based ServiceKarnkitti Kittikamron, Natthanon Manop, Adsadawut Chanakitkarnchok, Kultida Rojviboonchai. 488-493 [doi]
• Using Buses as Edge Nodes in Vehicular NetworksNatthanon Manop, Karnkitti Kittikamron, Adsadawut Chanakitkarnchok, Kultida Rojviboonchai. 494-499 [doi]
• Improvement of Message-Oriented Middleware (MOM) for the Surveillance PlatformSeoulcha Ratmumad, Wannarat Suntiamorntut. 500-505 [doi]
• A Backup Mechanism of Virtual Machine Checkpoint Image using ZFS SnapshotsTinnaphob Angkaprasert, Kasidit Chanchio. 506-511 [doi]
• Hybrid Quantum Encoding: Combining Amplitude and Basis Encoding for Enhanced Data Storage and Processing in Quantum ComputingBhattaraprot Bhabhatsatam, Sucha Smanchat. 512-516 [doi]
• Using Consumer-Graded Wearable Devices for Sleep Apnea Pre-Diagnosis: A Survey and RecommendationsChanphot Wongtaweesup, Kristina Thapa, Chutiporn Anutariya, Aekavute Sujarae, James Tisyakorn. 517-522 [doi]
• Steganography with Adaptable Separate Encrypted Code of Hidden Confidential InformationKudakwashe Vhito, Varin Chouvatut. 523-528 [doi]
• Development of a novel quality control indicator for coffee roasting based on the digitalization of smell by a portable electronic noseVaranya Somaudon, Pathapee Sakuldee, Teerakiat Kerdcharoen. 529-532 [doi]