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20th JCSSE 2023: Phitsanulok, Thailand
- 20th IEEE International Joint Conference on Computer Science and Software Engineering, JCSSE 2023, Phitsanulok, Thailand, June 28 - July 1, 2023. IEEE 2023, ISBN 979-8-3503-0050-5
- Ontiretse Ishmael
, Etain Kiely, Cormac Quigley, Donal McGinty:
Topic Modelling using Latent Dirichlet Allocation (LDA) and Analysis of Students Sentiments. 1-6 - Idhibhat Pankam, Peerat Limkonchotiwat, Ekapol Chuangsuwanich:
Two-stage Thai Misspelling Correction based on Pre-trained Language Models. 7-12 - Vuttichai Vichianchai, Sumonta Kasemvilas:
Text Classification Using Improving Term Frequency with Gaussian and Multilayer Perceptron Techniques. 13-18 - Pranpreya Samasutthi, Chutiporn Anutariya:
CannabisO: The Ontology-based Knowledge Model for Safe Cannabis Consumption in Thailand. 19-24 - Sittisak Saechueng, Ungsumalee Suttapakti:
Weighting Histogram of Oriented Gradients for Spondylolisthesis Classification from X-Ray Images. 25-30 - Tanasit Tuangcharoentip, Nattee Niparnan:
Comparison of CNN Models for Urban Garbage Image Classification in Thailand. 31-36 - Tian-Bo Deng:
Design and Stability Guarantee of Variable Center-Frequency Bandpass Filters. 37-42 - Kritsana Treechalong, Thanawin Rakthanmanon, Kitsana Waiyamai:
CCE-Stream: Semi-supervised Stream Clustering Using Color-based Constraints. 43-48 - Rizwanul Islam Rudra, Anilkumar Kothalil Gopalakrishnan:
Sentiment Analysis of Consumer Reviews Using Machine Learning Approach. 49-54 - Suttichai Suriyasat, Sapa Chanyachatchawan, Nuengwong Tuaycharoen:
A Comparison of Machine Learning and Neural Network Algorithms for an Automated Thai Essay Scoring. 55-60 - Praiwan Patcharabumrung, Yutana Jewajinda, Kata Praditwong:
Effects of Genetic Operators on Neural Architecture Search Using Multi-Objective Genetic Algorithm. 61-66 - Narongsak Putpuek, Apiradee Putpuek, Apichart Sungthong:
A Comparative Study of LSTM, GRU, BiLSTM and BiGRU to Predict Dissolved Oxygen. 67-72 - Nuttapol Kamolkunasiri, Proadpran Punyabukkana
A Comparative Study on Out of Scope Detection for Chest X-ray Images. 73-78 - Lutfee Phalawan, Nalina Phisanbut, Punpiti Piamsa-nga:
A Weakly-Supervised Glass Bottle Defect Detection System Based on Multi-View Analysis. 79-83 - Thaweesak Chusri, Sadanan Arsaibun, Peerapat Chokesuwattanaskul, Ekapol Chuangsuwanich, Attapol T. Rutherford:
Few-Shot Law Retrieval System for Supreme Court Cases. 84-89 - I Nyoman Mahayasa Adiputra
Customer Churn Prediction Using Weight Average Ensemble Machine Learning Model. 90-94 - Wassakorn Sarakul, Attapol T. Rutherford:
Contextualized vs. Static Word Embeddings for Word-based Analysis of Opposing Opinions. 95-100 - Sahassawat Posungnern, Sansiri Tanachutiwat, Thanit Anchaleechamaikorn, Taninnuch Lamjiak:
Machine Learning Models for Condominium Appraisal with Result Tuning. 101-105 - Patthamanan Isaranontakul, Worapoj Kreesuradej:
A Study of Using GPT-3 to Generate a Thai Sentiment Analysis of COVID-19 Tweets Dataset. 106-111 - Bamrung Tausiesakul
Iteratively Reweighted Least Squares by Diagonal Regularization. 112-117 - Kittasil Silanon, Noppon Lertchuwongsa:
A Novel Classification Layer Technique for ASL Analysis Using CNN. 118-122 - Mark Anthony A. Ozaeta, Arnel C. Fajardo, Felimon P. Brazas, Jed Allan M. Cantal:
Seagrass Classification Using Differentiable Architecture Search. 123-128 - Sherrlyn M. Rasdas, Arnel C. Fajardo, Jomel S. Limbago:
Predicting Abundance of Fish Species Populations in Manila Bay, Philippines Based on Ensemble Learning Approach. 129-134 - Sifat Tanvir, Tasmia Shakerin:
Player Optimal Positioning Analysis Using FIFA Video Game Data and Classification Models. 135-138 - Aphinan Peerachaidacho, Nairat Kanyamee, Pinyo Taeprasartsit
Explainable AI for Systematic Detection of Potential Problems in Natural Language Datasets. 139-144 - Suwichai Phunsa, Preecha Noiumkar, Thawatchai Chomsiri:
Survey and Analysis of NFT and Blockchain Technologies for Developing Agricultural Product Trading Systems. 145-149 - Pongsathorn Pichaiyuth, Puwa Termnuphan, Tuul Triyason, Olarn Rojanapornpun, Saichon Jaiyen:
Price Trend Forecasting of Cryptocurrency Using Multiple Technical Indicators and SHAP. 150-154 - Krit Gangwanpongpun, Ekapol Chuangsuwanich, Proadpran Punyabukkana:
Analysis of the Trade-Off in Data Quality Management for Crowdsourcing. 155-160 - Pomboon Pomboomee, Poommipat Lonlue, Papitchaya Praha, Pongsakron Mungmor, Sanya Khruahong
Classification Grading of Nam Dok Mai See-Thong Mango by Deep Learning and Transfer Learning. 161-166 - Tanakrit Jaichuen, Nanthaphop Ren, Pichai Wongapinya, Somchart Fugkeaw:
BLUR & TRACK: Real-time Face Detection with Immediate Blurring and Efficient Tracking. 167-172 - Pawonrat Khumngoen, Sukree Sinthupinyo:
Sleep Behavior Classification Based on Clusters of Sleep Quality. 173-177 - Khanadech Worapaluk, Somchart Fugkeaw:
An Efficiently Revocable Cloud-based Access Control Using Proxy Re-encryption and Blockchain. 178-183 - Somchart Fugkeaw, Narongsak Moolkaew, Theerapat Wiwattanapornpanit, Thanyathon Saengsena, Pattavee Sanchol:
A Resilient Cloud-based DDoS Attack Detection and Prevention System. 184-189 - Supornpol Nukrongsin, Chetneti Srisa-An:
Cell-key Perturbation Data Privacy Procedure for Security Operations Center Team. 190-195 - Tanapat Samakit, Chutiporn Anutariya, Marut Buranarach:
QUALYST: Data Quality Assessment System for Thailand Open Government Data. 196-201 - Sapa Chanyachatchawan, Krich Nasingkun, Patipat Tumsangthong, Porntiwa Chata, Marut Buranarach
Design and Implementation of a Data Governance Framework and Platform: A Case Study of a National Research Organization of Thailand. 202-206 - Chaiwat Jirakitpaibool, Sotarat Thammaboosadee, Monsak Socharoentum:
Data Literacy Framework for Thailand Government Officers. 207-212 - Jenjira Lomchan, Rungrat Wiangsripanawan, Siamak F. Shahandashti:
The Comparison of Password Composition Policies Among US, German, and Thailand Samples. 213-218 - Hoang-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:
A Sensor Fusion Approach for Improving Implementation Speed and Accuracy of RTAB-Map Algorithm Based Indoor 3D Mapping. 219-224 - Dong Huu Quoc Tran, Hoang-Anh Phan, Hieu Dang Van, Tan Van Duong, Tung Thanh Bui, Van Nguyen Thi Thanh:
An Enhanced Sampling-Based Method with Modified Next-Best View Strategy For 2D Autonomous Robot Exploration. 225-230 - Bamrung Tausiesakul
An Approximation of FOCUSS Mean Squared Error. 231-236 - Shahin Ramezany, Rachsuda Setthawong
Midnight: An Efficient Event-driven EVM Transaction Security Monitoring Approach For Flash Loan Detection. 237-241 - Papapin Supmee, Klittiya Suwanmalai, Natkrita Hanchoenkul, Napa Sae-Bae, Banphatee Khomkham
Effects of Speech Duration on Preserving the Identity of Synthesized Voice. 242-246 - M. M. Mahbubul Syeed
An IoT Intensive AI-integrated System for Optimized Surface Water Quality Profiling. 247-252 - Bhattarapong Somwong, Kritsana Kumphet, Wansuree Massagram:
Acoustic Monitoring System with AI Threat Detection System for Forest Protection. 253-257 - Chi Tran Nhu, Tiep Dang Dinh, Phu Nguyen Dang, Van Nguyen Thi Thanh, Cuong Vu Manh, Tung Bui Thanh:
Development of a Compact System to Recognize 26 Letters in American Sign Language Alphabet Based on Flexible Ionic Liquid Strain Sensors. 258-263 - Sutthiphan Prananpaeng, Thiradon Thaiyanto, Ratsameetip Wita, Nampeung Anukul:
Whole-Exome Sequencing (WES) Analysis for ABO Subgroups Identification. 264-269 - Sakorn Mekruksavanich, Anuchit Jitpattanakul:
Classifying Activities of Electrical Line Workers Based on Deep Learning Approaches Using Wrist-Worn Sensor. 270-274 - Dittaphong Prapunwattana, Aurawan Imsombut, Picha Suwannahitatorn, Thammakorn Saethang:
An Evaluation Of Hospital Accreditation From The Survey With Text Vector Analysis Techniques. 275-280 - Peachyasitt Udomnuchaisup, Aurawan Imsombut, Picha Suwannahitatorn, Thammakorn Saethang:
Analysis of the 5Rs in Thailand Medication Error Classification through Natural Language Processing. 281-284 - Kohei Terakawa, Sinan Chen, Masahide Nakamura:
Design and Evaluating a Method Using Project Corpus for Inferring Software Description. 285-290 - SangGyu Nam, Chu-Hsuan Hsueh, Kokolo Ikeda:
Procedural Content Generation of Super Mario Levels Considering Natural Connection. 291-296 - Peeradon Sukkasem, Chitsutha Soomlek:
Enhanced Machine Learning-Based Code Smell Detection Through Hyper-Parameter Optimization. 297-302 - Sirawit Tantiphuwanart, Nuengwong Tuaycharoen, Dittaya Wanvarie, Naruemon Pratanwanich, Atiwong Suchato:
Performance Improvement on a Learning Assessment Web Application Using AWS DynamoDB as a Cache Database. 303-308 - Supagid Gidvarowart, Atiwong Suchato, Dittaya Wanvarie, Naruemon Pratanwanich, Nuengwong Tuaycharoen:
Automated API Testing with Karate Framework: A Case Study of an Online Assessment Web Application. 309-314 - Leow Meng-Chew, Ong Lee-Yeng, Tan Jian-Yu:
A Practical Usability Study Framework Using the SUS and the Affinity Diagram: A Case Study on the Revised Online Roadshow Website. 315-320 - Alon Basin, Arthorn Luangsodsai, Krung Sinapiromsaran:
Static Class-Level Approach For Test Impact Analysis. 321-326 - Bernardus Gery Santoso, Fenina Adline Twince Tobing, Adhi Kusnadi:
ERP Odoo Based Medical Reimbursement System Using Scrum Method: (Study Case: Group of Retail and Publishing Kompas Gramedia). 327-332 - Thiti Chuenbubpha, Thapana Boonchoo, Jason Haga, Prapaporn Rattanatamrong:
Solving Non-IID in Federated Learning for Image Classification using GANs. 333-338 - Kornprom Pikulkaew
Enhancing Brain Tumor Detection with Gradient-Weighted Class Activation Mapping and Deep Learning Techniques. 339-344 - Md Shakhawat Hossain
SmartPoultry: Early Detection of Poultry Disease from Smartphone Captured Fecal Image. 345-350 - Amonrat Prasitsupparote, Pakorn Pasitsuparoad, Sirathee Itsarapongpukdee:
Real-Time Driver Drowsiness Alert System for Product Distribution Businesses in Phuket Using Android Devices. 351-355 - Jiraphat Samleepant, Chiabwoot Ratanavilisagul:
Modified Feature Extraction to apply PSO for solving Handwritten Digits. 356-361 - Thanakij Wanavit, Mario Quintana, Samuel Sallee, Leslie Klieb:
Combining AI and Non-AI for a Smooth User Experience. 362-367 - Pakin Siwathammarat, Panas Jesadaporn, Jakarin Chawachat:
Multi-Task Learning Frameworks to Classify Food and Estimate Weight From a Single Image. 368-373 - Worawit Fankam-ai, Panyakorn Rintha, Thanakorn Inthajak, Sirilux Kaewsirirung, Nongnuch Ketui, Kanitha Homjun:
A Web Platform for Measuring Frog Size and Counting via Contour Detection and Image Segmentation. 374-379 - Panupong Sunkom, Denchai Worasawate, Chadchai Srisurangkul, Minoru Nakayama:
Improved Heart Rate Estimation From Facial Videos Using Hair Detection and Majority Vote in Subintervals. 380-384 - Rattana Ceesay, Thapana Boonchoo, Prapaporn Rattanatamrong:
Machine Learning Approaches for Quality Control in Pulp Packaging Manufacturers. 385-390 - Sittichai Sukreep, Piyapat Dajpratham, Chakarida Nukoolkit, Siam Yamsaengsung, Thanapong Khajontantichaikun, Pornchai Mongkolnam, Saichon Jaiyen, Vithida Chongsuphajaisiddhi:
Recognizing Fall Risk Factors with Convolutional Neural Network. 391-396 - Michelle C. Tanega, Arnel C. Fajardo, Jomel S. Limbago:
Analysis of Water Quality for Taal Lake Using Machine Learning Classification Algorithm. 397-402 - Angelito L. Catajan, Arnel C. Fajardo, Jomel S. Limbago:
Classification of Water Quality Index in Laguna de Bay using XGBoost. 403-408 - Panyanat Aonpong
Maximizing Efficiency in Marketing Planning: Artificial Neural Network Regression and Data Imputation for Improving Business Forecasting. 409-414 - Supanat Jintawatsakoon, Ekkapob Poonsawat:
Gender Classification of Social Network Text Using Natural Language Processing and Machine Learning Approaches. 415-420 - Chanipa Sonklin, Kachane Sonklin:
A Multi-Objective Grouping Genetic Algorithm for Server Consolidation in Cloud Data Centers. 421-426 - Pawarit Manakul, Usana Tuntoolavest, La-or Kovavisaruch, Kazuhiko Fukawa:
Enhanced Bluetooth with Low-Density Parity-Check Codes. 427-431 - Nut Pinyo, Panya Lokaphadhana, Pipat Saengow, Saenyakorn Siangsanoh, Thanapoom Wonnaparhown, Ekapol Chuangsuwanich, Proadpran Punyabukkana, Atiwong Suchato:
0.01 Cent per Second: Developing a Cloud-based Cost-effective Audio Transcription System for an Online Video Learning Platform. 432-437 - Muhammad Zain Ul Abideen, Aung Myo Htut, Chaodit Aswakul:
Development of Control-Plane Switch Migration Testbed Using Mininet-WiFi for Software-Defined Vehicular Network. 438-442 - Pattiyaporn Srahongthong, Apichaya Nimkoompai:
Office Syndrome Treatment Using Augmented Reality Technology on Mobile Applications. 443-447 - Rohani Rohan
What Affects the Adoption of Metaverse in Education? A SEM-based Approach. 448-453 - Nontawat Thongsibsong, Kemachart Kemavuthanon, Surapol Vorapatratorn:
Enhancing Student Photography Skills with Web-based Photo Stock and Learning System. 454-457 - Sujitra Katekarn, Noppadon Sisuk, Teonchit Nuamchit, Kanjana Jittiporn, Janjira Payakpate:
Studying Cardiac Electrophysiology via EPSSIM. 458-463 - Arisa Umparat, Suronapee Phoomvuthisarn:
Improving Pre-Trained Models for Multi-Label Classification in Stack Overflow: A Comparison of Imbalanced Data Handling Methods. 464-469 - Keereeluk Sirikarin, Subhorn Khonthapagdee:
Machine Learning Techniques for Water Quality Classification of Thailand's Rivers. 470-475 - Prathan Phumphuang, Wirat Jareevongpiboon:
Predicting GameFi's Daily Market Direction Using Support Vector Machine. 476-481 - Nichaphan Noiyoo, Jessada Thutkawkornpin:
A Comparison of Machine Learning and Neural Network Algorithms for An Automated Thai Essay Quality Checking. 482-487 - Karnkitti Kittikamron, Natthanon Manop, Adsadawut Chanakitkarnchok, Kultida Rojviboonchai:
Edge Service Placement Optimization for Location-Based Service. 488-493 - Natthanon Manop, Karnkitti Kittikamron, Adsadawut Chanakitkarnchok, Kultida Rojviboonchai:
Using Buses as Edge Nodes in Vehicular Networks. 494-499 - Seoulcha Ratmumad, Wannarat Suntiamorntut:
Improvement of Message-Oriented Middleware (MOM) for the Surveillance Platform. 500-505 - Tinnaphob Angkaprasert, Kasidit Chanchio:
A Backup Mechanism of Virtual Machine Checkpoint Image using ZFS Snapshots. 506-511 - Bhattaraprot Bhabhatsatam, Sucha Smanchat:
Hybrid Quantum Encoding: Combining Amplitude and Basis Encoding for Enhanced Data Storage and Processing in Quantum Computing. 512-516 - Chanphot Wongtaweesup, Kristina Thapa, Chutiporn Anutariya, Aekavute Sujarae, James Tisyakorn:
Using Consumer-Graded Wearable Devices for Sleep Apnea Pre-Diagnosis: A Survey and Recommendations. 517-522 - Kudakwashe Vhito, Varin Chouvatut:
Steganography with Adaptable Separate Encrypted Code of Hidden Confidential Information. 523-528 - Varanya Somaudon, Pathapee Sakuldee, Teerakiat Kerdcharoen:
Development of a novel quality control indicator for coffee roasting based on the digitalization of smell by a portable electronic nose. 529-532
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