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Official Accepted Papers for JCSSE2023

Accepted Papers

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# ID Title Authors
1 1570866408 Design and Stability Guarantee of Variable Center-Frequency Bandpass Filters Tian-Bo Deng
1 1570866408 Design and Stability Guarantee of Variable Center-Frequency Bandpass Filters Tian-Bo Deng
2 1570876030 Customer Churn Prediction Using Weight Average Ensemble Machine Learning Model I Nyoman Mahayasa Adiputra; Paweena Wanchai
3 1570876386 A Survey on the Usage of Numerous ML Models for Agriculture Jyothi A P; Spandana A P
4 1570879765 Modified Feature Extraction to Apply PSO for Solving Handwritten Digits Jiraphat Samleepant; Chiabwoot Ratanavilisagul
5 1570881493 CCE-Stream: Semi-Supervised Stream Clustering Using Color-Based Constraints Kritsana Treechalong
6 1570881497 Two-Stage Thai Misspelling Correction Based on Pre-Trained Language Models Idhibhat Pankam; Peerat Limkonchotiwat; Ekapol Chuangsuwanich
7 1570882228 Effects of Speech Duration on Preserving Identity of Synthesized Voice Papapin Supmee; Klittiya Suwanmalai; Natkrita Hanchoenkul; Napa Sae-Bae; Banphatree Khomkham
8 1570882349 Sentiment Analysis of Consumer Reviews Using Machine Learning Approach Rizwanul Islam Rudra; Anilkumar Kothalil Gopalakrishnan
9 1570882435 Design and Evaluating a Method Using Project Corpus for Inferring Software Description Kohei Terakawa; Sinan Chen; Masahide Nakamura
10 1570882544 Procedural Content Generation of Super Mario Levels Considering Natural Connection SangGyu Nam; Chu-Hsuan Hsueh; Kokolo Ikeda
11 1570882610 Combining AI and Non-AI for a Smooth User Experience Thanakij Wanavit; Mario Quintana; Samuel Sallee; Leslie Klieb
12 1570882783 An Efficiently Revocable Cloud-Based Access Control Using Proxy Re-Encryption and Blockchain Khanadech Worapaluk; Somchart Fugkeaw
13 1570882947 Midnight: An Efficient Event-Driven EVM Transaction Security Monitoring Approach for Flash Loan Detection Shahin Ramezany; Rachsuda Setthawong; Pisal Setthawong
14 1570883063 A Comparison of Machine Learning and Neural Network Algorithms for an Automated Thai Essay Scoring Suttichai Suriyasat; Nuengwong Tuaycharoen; Sapa Chanyachatchawan
15 1570883359 Contextualized vs. Static Word Embeddings for Word-Based Analysis of Opposing Opinion Wassakorn Sarakul; Attapol T Rutherford
16 1570883475 Few-Shot Law Retrieval System for Supreme Court Cases Thaweesak Chusri; Sadanan Arsaibun; Peerapat Chokesuwattanaskul; Ekapol Chuangsuwanich; Attapol T Rutherford
17 1570883732 Edge Service Placement Optimization for Location-Based Service Karnkitti Kittikamron; Natthanon Manop; Kultida Rojviboonchai; Adsadawut Chanakitkarnchok
18 1570883821 Enhance Machine Learning-Based Code Smell Detection Through Hyper-Parameter Optimization Peeradon Sukkasem; Chitsutha Soomlek
19 1570883879 A Comparative Study on Out of Scope Detection for Chest X-Ray Images Nuttapol Kamolkunasiri; Proadpran Punyabukkana; Ekapol Chuangsuwanich
20 1570883884 Using Buses as Edge Nodes in Vehicular Networks Natthanon Manop; Karnkitti Kittikamron; Kultida Rojviboonchai; Adsadawut Chanakitkarnchok
21 1570884023 Topic Modelling Using Latent Dirichlet Allocation (LDA) and Analysis of Students Sentiments Ontiretse Ishmael
22 1570884054 Multi-Task Learning Frameworks to Classify Food and Estimate Weight From a Single Image Pakin Siwatammarat; Panas Jesadaporn; Jakarin Chawachat
23 1570884082 Effects of Genetic Operators on Neural Architecture Search Using Multi-Objective Genetic Algorithm Yutana Jewajinda
24 1570886985 Machine Learning Models for Condominium Appraisal With Result Tuning Sahassawat Posungnern; Sansiri Tanachutiwat; Thanit Anchaleechamaikorn; Taninnuch Lamjiak
25 1570887870 Player Optimal Positioning Analysis Using FIFA Video Game Data and Classification Models Sifat Tanvir; Tasmia Shakerin
26 1570890092 Predicting Mortality in Heart Failure Patients Using Random Forest Algorithm Pakpong Jantapremjit
27 1570890266 Development of a Novel Quality Control Indicator for Coffee Roasting Based on the Digitalization of Smell by a Portable Electronic Nose Varanya Somaudon
28 1570890530 Recognizing Fall Risk Factors With Convolutional Neural Network Siam Yamsaengsung; Sittichai Sukreep; Thanapong Khajontantichaikun; Piyapat Dajpratham; Saichon Jaiyen; Pornchai Mongkolnam; Chakarida Nukoolkit; Vithida Chongsuphajaisiddhi
29 1570890899 A Web Platform for Measuring Frog Size and Counting via Contour Detection and Image Segmentation Worawit Fankam-ai; Sirilux Kaewsirirung; Nongnuch Ketui
30 1570890927 Improved Heart Rate Estimation From Facial Videos Using Hair Detection and Majority Vote in Subintervals Panupong Sunkom; Denchai Worasawate; Chadchai Srisurangkul; Minoru Nakayama
31 1570890989 Improvement of Message-Oriented Middleware (MOM) for the Surveillance Platform Seoulcha Ratmumad; Wannarat Suntiamorntut
32 1570891008 Static Class-Level Approach for Test Impact Analysis Alon Basin
33 1570891192 DASH Strategy Based on Association Rule Learning Saksinkarn Petchkuljinda; Pantakan Kanprawet; Ponlakrit Parnsanguard; Chumphol Bunkhumpornpat; Varin Chouvatut
34 1570891273 Whole-Exome Sequencing (WES) Analysis for ABO Subgroups Identification Sutthiphan Prananpaeng; Thiradon Thaiyanto; Ratsameetip Wita; Nampeung Anukul
35 1570891457 Price Trend Forecasting of Cryptocurrency Using Multiple Technical Indicators and SHAP Pongsathorn Pichaiyuth; Puwa Termnuphan; Tuul Triyason; Olarn Rojanapornpun; Saichon Jaiyen
36 1570891490 Machine Learning Approaches for Quality Control in Pulp Packaging Manufacturers Rattana Ceesay; Thapana Boonchoo; Prapaporn Rattanatamrong
37 1570891654 Explainable AI for Systematic Detection of Potential Problems in Natural Language Datasets Aphinan Peerachaidacho; Nairat Kanyamee; Pinyo Taeprasartsit
38 1570891669 Sleep Behavior Classification Based on Clusters of Sleep Quality Pawonrat Khumngoen; Sukree Sinthupinyo
39 1570891675 Classifying Activities of Electrical Line Workers Based on Deep Learning Approaches Using Wrist-Worn Sensor Sakorn Mekruksavanich; Anuchit Jitpattanakul
40 1570891781 A Resilient Cloud-Based DDoS Attack Detection and Prevention System Somchart Fugkeaw; Narongsak Moolkaew; Theerapat Wiwattanapornpanitaction; Thanyathon Saengsenaaction; Pattavee Sanchol
41 1570891813 Solving Non-IID in Federated Learning for Image Classification Using GANs Thiti Chuenbubpha; Thapana Boonchoo; Jason Haga; Prapaporn Rattanatamrong
42 1570891839 A Comparative Study of LSTM, GRU, BiLSTM and BiGRU to Predict Dissolved Oxygen Narongsak Putpuek
43 1570891858 A Backup Mechanism of Virtual Machine Checkpoint Image Using ZFS Snapshots Tinnaphob Angkaprasert; Kasidit Chanchio
44 1570891923 Analysis of the Trade-Off in Data Quality Management for Crowdsourcing Krit Gangwanpongpun; Proadpran Punyabukkana; Ekapol Chuangsuwanich
45 1570891926 Office Syndrome Treatment Using Augmented Reality Technology on Mobile Applications Pattiyaporn Srahongthong; Apichaya Nimkoompai
46 1570891929 Vehicle Traffic Status From Real-Time Support Deep Learning Classifier Tulakorn Sawangmuang; Wachiranan Phuangpanya; Chumphol Bunkhumpornpat; Varin Chouvatut
47 1570892033 Development of a Compact System to Recognize 26 Letters in American Sign Language Alphabet Based on Flexible Ionic Liquid Strain Sensors Chi Tran Nhu; Dang Tiep; Phu Nguyen Dang; Van Nguyen Thi Thanh; Cuong Manh Vu; Tung Thanh Bui
48 1570893938 Analysis, Visualization and Interpretation of Determinants of Degree Program Selection of the Senior High School Graduates Utilizing Classification and Clustering Algorithms Jonalyn Joy B Labayne; Loyd Echalar
49 1570895172 What Affects the Adoption of Metaverse in Education? A SEM-Based Approach Rohani Rohan; Pranab Roy; Vajirasak Vanijja; Suree Funilkul; Subhodeep Mukherjee; Debajyoti Pal
50 1570895724 SmartPoultry: Early Detection of Poultry Disease From Smartphone Captured Fecal Image Md Shakhawat Hossain; Sadia Salsabil Tasbira; M M Mahbubul Syeed; Md Mahmudur Rahman; Kaniz Fatema; Mohammad Faisal Uddin
51 1570895993 Predicting Abundance of Fish Species Production in Manila Bay, Philippines Based on Ensemble Learning Approach Sherrlyn M. Rasdas; Arnel Fajardo
52 1570896344 Enhancing Brain Tumor Detection With Gradient-Weighted Class Activation Mapping and Deep Learning Techniques Kornprom Pikulkaew
53 1570897533 Cell-Key Perturbation Data Privacy Procedure for Security Operations Center Team Supornpol Nukrongsin; Chetneti Srisaan
54 1570897623 Real-Time Driver Drowsiness Alert System for Product Distributing Businesses in Phuket Using Android Devices Amonrat Prasitsupparote; Pakorn Pasitsuparoad; Sirathee Itsarapongpukdee
55 1570897802 A Practical Usability Study Framework Using the SUS and the Affinity Diagram: A Case Study on the Revised Online Roadshow Website Meng-Chew Leow; Lee-Yeng Ong; Jian-Yu Tan
56 1570898115 An Evaluation of Hospital Accreditation From the Survey With Text Vector Analysis Techniques Dittaphong Prapunwattana; Aurawan Imsombut; Picha Suwannahitatorn; Thammakorn Saethang
57 1570898133 An IoT Intensive AI-Integrated System for Optimized Surface Water Quality Profiling M M Mahbubul Syeed; Md. Rajaul Karim; Md Shakhawat Hossain; Kaniz Fatema; Mohammad Faisal Uddin; Razib Hayat Khan
58 1570898211 Seagrass Classification Using Differentiable Architecture Search Mark Anthony A Ozaeta; Felimon Jr P Brazas; Jed Allan M Cantal
59 1570898607 Improving Pre-Trained Models for Multi-Label Classification in Stack Overflow: A Comparison of Imbalanced Data Handling Methods Arisa Umparat; Suronapee Phoomvuthisarn
60 1570898671 A Comparison of Machine Learning and Neural Network Algorithms for an Automated Thai Essay Quality Checking Nichaphan Noiyoo; Jessada Thutkawkornpin
61 1570898736 Enhancing Student Photography Skill With Web-Based Photo Stock and Learning System Nontawat Thongsibsong; Surapol Vorapatratorn; Kemachart Kemavuthanon
62 1570898831 Predicting GameFi's Daily Market Direction Using Support Vector Machine Prathan Phumphuang; Wirat Jareevongpiboon
63 1570898880 A Novel Classification Layer Technique for ASL Analysis Using CNN Kittasil Silanon; Noppon Lertchuwongsa
64 1570898891 Analysis of the 5Rs in Thailand Medication Error Classification Through Natural Language Processing Peachyasitt Udomnuchaisup; Aurawan Imsombut; Picha Suwannahitatorn; Thammakorn Saethang
65 1570898932 QUALYST: Data Quality Assessment System for Thailand Open Government Data Tanapat Samakit; Chutiporn Anutariya; Marut Buranarach
66 1570898936 Design and Implementation of Data Governance Framework and Platform: A Case Study of National Research Organization of Thailand Sapa Chanyachatchawan; Krich Nasingkun; Patipat Tumsangthong; Porntiwa Chata; Marut Buranarach; Monsak Socharoentum
67 1570898955 Classification Grading of Nam Dok Mai See-Thong Mango by Deep Learning and Transfer Learning Pomboon Pomboonmee; Pongsakron Mungmor; Papitchaya Praha; Sanya Khruahong; Poommipat Lonlua
68 1570899090 Hybrid Quantum Encoding: Combining Amplitude and Basis Encoding for Enhanced Data Storage and Processing in Quantum Computing Bhattaraprot Bhabhatsatam; Sucha Smanchat
69 1570899124 Weighting Histogram of Oriented Gradients for Spondylolisthesis Classification From X-Ray Images Sittisak Saechueng; Ungsumalee Suttapakti
70 1570899153 Using Consumer-Graded Wearable Devices for Sleep Apnea Pre-Diagnosis: A Survey and Recommendations Chanphot Wongtaweesup; Kristina Thapa; Chutiporn Anutariya; Aekavute Sujarae; James Tisyakorn
71 1570899159 Studying Cardiac Electrophysiology via EPSSIM Sujitra Katekarn; Janjira Payakpate
72 1570899181 CannabisO: The Ontology-Based Knowledge Model for Safe Cannabis Consumption in Thailand Pranpreya Samasutthi; Chutiporn Anutariya
73 1570899484 A Multi-Objective Grouping Genetic Algorithm for Server Consolidation in Cloud Data Centers Chanipa Sonklin; Kachane Sonklin
74 1570899529 Enhanced Bluetooth With Low-Density Parity-Check Codes Pawarit Manakul; Usana Tuntoolavest; Kazuhiko Fukawa; La-or Kovavisaruch
75 1570899600 Automated API Testing With Karate Framework: A Case Study of an Online Assessment Web Application Supagid Gidvarowart; Atiwong Suchato; Dittaya Wanvarie; Naruemon Pratanwanich; Nuengwong Tuaycharoen
76 1570899613 Text Classification Using Improving Term Frequency With Gaussian and Multilayer Perceptron Technique Vuttichai Vichianchai; Sumonta Kasemvilas
77 1570899618 Acoustic Monitoring System With AI Threat Detection System for Forest Protection Wansuree Massagram; Bhattarapong Somwong; Kritsana Kumphet
78 1570899621 Comparison of CNN Models for Urban Garbage Image Classification in Thailand Tanasit Tuangcharoentip; Nattee Niparnan
79 1570899768 Machine Learning Techniques for Water Quality Classification of Thailand's Rivers Keereeluk Sirikarin; Subhorn Khonthapagdee
80 1570899769 Performance Improvement on a Learning Assessment Web Application Using AWS DynamoDB as a Cache Database Sirawit Tantiphuwanart; Nuengwong Tuaycharoen; Dittaya Wanvarie; Naruemon Pratanwanich; Atiwong Suchato
81 1570899799 A Sensor Fusion Approach for Improving Implementation Speed and Accuracy of RTAB-Map Algorithm Based Indoor 3D Mapping 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
82 1570899805 0.01 Cent Per Second: Developing a Cloud-Based Cost-Effective Audio Transcription System for an Online Video Learning Platform Nut Pinyo; Panya Lokaphadhana; Pipat Saengow; Saenyakorn Siangsanoh; Thanapoom Wonnaparhown; Ekapol Chuangsuwanich; Proadpran Punyabukkana; Atiwong Suchato
83 1570899818 BLUR & TRACK: Real-Time Face Detection With Immediate Blurring and Efficient Tracking Somchart Fugkeaw; Tanakrit Jaichuen; Nanthaphop Ren; Pichai Wongapinya
84 1570899828 An Enhanced Sampling-Based Method With Modified Next-Best View Strategy for 2D Autonomous Robot Exploration Dong Huu Quoc Tran; Hoang-Anh Phan; Hieu Dang Van; Tan Van Duong; Tung Thanh Bui; Van Nguyen Thi Thanh
85 1570899873 Analysis of Water Quality for Taal Lake Using Machine Learning Classification Algorithm Michelle C Tanega
86 1570899890 Classification of Water Quality Index in Laguna de Bay Using XGBoost Angelito Lungay Catajan, Jr
87 1570899894 The Comparison of Password Composition Policies Among US, German, and Thailand Samples Jenjira Lomchan; Rungrat Wiangsripanawan
88 1570899906 Development of Control-Plane Switch Migration Testbed Using Mininet-WiFi for Software-Defined Vehicular Network Muhammad Zain Ul Abideen; Aung Myo Htut; Chaodit Aswakul
89 1570899939 Maximizing Efficiency in Marketing Planning: Artificial Neural Network Regression and Data Imputation for Improving Business Forecasting Panyanat Aonpong; Ratchai Thipbumrung; Weenawadee Muangon; Opas Wongtaweesap
90 1570899964 Data Literacy Framework for Thailand Government Officers Chaiwat Jirakitpaibool; Sotarat Thammaboosadee; Monsak Socharoentum
91 1570899976 Gender Classification of Social Network Text Using Natural Language Processing and Machine Learning Approaches Supanat Jintawatsakoon; Ekkapob Poonsawat
92 1570899983 Steganography With Adaptable Separate Encrypted Code of Hidden Confidential Information Kudakwashe Vhito; Varin Chouvatut
93 1570900222 A Weakly-Supervised Glass Bottle Defect Detection System Based on Multi-View Analysis Nalina Phisanbut; Punpiti Piamsa-nga; Lutfee Phalawan
94 1570900489 An Approximation of FOCUSS Mean Squared Error Bamrung Tausiesakul; Krissada Asavaskulkiet
95 1570900648 ERP Odoo Based Medical Reimbursement System Using Scrum Method (Study Case: Group of Retail and Publishing Kompas Gramedia) Fenina Adline Twince Tobing
96 1570900706 Iteratively Reweighted Least Squares by Diagonal Regularization Bamrung Tausiesakul; Krissada Asavaskulkiet
97 1570900710 A Study of Using GPT-3 to Generate a Thai Sentiment Analysis of COVID-19 Tweets Dataset Patthamanan Isaranontakul; Worapoj Kreesuradej
98 1570900719 Survey and Analysis of NFT and Blockchain Technologies for Developing Agricultural Product Trading Systems Suwichai Phunsa; Preecha Noiumkar; Tawatchai Chomsiri

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