ขับเคลื่อนอนาคต ด้วยปัญญาประดิษฐ์

M-Research

ระบบสืบค้นฐานข้อมูลวิจัยเพื่อสนับสนุนการวิจัยบูรณาการข้ามศาสตร์

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M-Water

รายงานสถานการณ์ระดับน้ำ จังหวัดเชียงราย

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M-BurnScar

ระบบตรวจวัดและวิเคราะห์พื้นที่รอยแผลเป็นจากไฟป่า

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M-Stock

ระบบประเมินภาพถ่ายอัตโนมัติด้วยการเรียนรู้เชิงลึก

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M-GenCheck

การตรวจจับภาพบุคคลที่สร้างโดย AI ด้วยการเรียนรู้เชิงลึก

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M-DeepfakeCheck

การตรวจจับวิดีโอปลอมโดยใช้โครงข่ายประสาทเทียม

Thai Journal of Public Health · Vol. 56 (1)

PUBLICATIONS

ผลงานตีพิมพ์

ผลงานวิจัยของสมาชิกศูนย์ เรียงตามปีที่ตีพิมพ์จากใหม่ไปเก่า

86ผลงาน
รวมทั้งสิ้น

01 · JOURNAL ARTICLES

Journal

25 Publications

2026

Design and Implementation of Web-Based Nutrition Database for Early Childhood Teachers in Ethnic Minority Schools in Northern Thailand

SCOPUS ↗2026

Early Peak Badges from Wi-Fi Telemetry: A Field Feasibility Study of Lunchtime Crowd Management on a Smart Campus

Urban Science · Vol. 10 (1)

Medical Data Mining · Vol. 9 (2)

Enhancing multiclass brain tumor classification through automated segmentation-guided deep learning

Transport Economics and Management · Vol. 4

Exploring factors influencing micromobility adoption in a tourism-centric island city, Phuket

Interactive Learning Environments · Vol. 34 (1)

Exploring the impact of formative and summative assessment approaches in virtual reality emergency response learning

Transportation Research Interdisciplinary Perspectives · Vol. 39

Factors affecting shared micromobility adoptions in Thai tourist cities: A hierarchical factor analysis approach

Journal of Advances in Information Technology · Vol. 17 (3)

M-Care: Online Air Quality Monitoring System Utilizing LoRa Communication Technology

Transportation Research Interdisciplinary Perspectives · Vol. 34

Determinants of intercity mode choice preferences and travel behavior in a border tourism city

Information Sciences · Vol. 687

Optimisation of multiple clustering based undersampling using artificial bee colony: Application to improved detection of obfuscated patterns without adversarial training

PeerJ Computer Science · Vol. 10

Enhancing monitoring of suspicious activities with AI-based and big data fusion

Data and Information Management · Vol. 8 (3)

Improved detection of transient events in wide area sky survey using convolutional neural networks

SAE International Journal of Materials and Manufacturing · Vol. 16 (2)

Adaptive Slicing of Point Cloud Directly with Discrete Interpolable-Area Error Profile in Additive Manufacturing

Information Processing and Management · Vol. 59 (2)

Estimation of missing values in astronomical survey data: An improved local approach using cluster directed neighbor selection

Computers, Materials and Continua · Vol. 70 (2)

Improved KNN imputation for missing values in gene expression data

Journal of King Saud University - Computer and Information Sciences · Vol. 34 (8)

Providing contexts for classification of transients in a wide-area sky survey: An application of noise-induced cluster ensemble

Complex and Intelligent Systems · Vol. 8 (6)

Strengthening intrusion detection system for adversarial attacks: improved handling of imbalance classification problem

Bulletin of Electrical Engineering and Informatics · Vol. 10 (4)

Determining patterns of student graduation using a bi-level learning framework

Complex and Intelligent Systems · Vol. 7 (2)

Embedded YARA rules: strengthening YARA rules utilising fuzzy hashing and fuzzy rules for malware analysis

Forensic Science International: Digital Investigation · Vol. 37

Fuzzy-import hashing: A static analysis technique for malware detection

Computers, Materials and Continua · Vol. 70 (1)

Using link-based consensus clustering for mixed-type data analysis

DOI ↗2020

Improving consensus clustering with noise-induced ensemble generation

Expert Systems with Applications · Vol. 146

DOI ↗2020

Recalibration of mapping quality scores in Illumina short-read alignments improves SNP detection results in low-coverage sequencing data

PeerJ · Vol. 8

DOI ↗

02 · CONFERENCE PROCEEDINGS

Conference Proceedings

61 Publications

2026

A Multi-Method Approach to Psychographic Segmentation: Strategic Insights for Brand Positioning in Chiang Rai, Thailand

KST 2026 - 18th International Conference on Knowledge and Smart Technology · pp. 533–538

11th International Conference on Digital Arts, Media and Technology and 9th ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering, ECTI DAMT and NCON 2026 · pp. 378–383

Design and Usability Evaluation of a Gamified Social Reading Platform Based on Self-Determination Theory

KST 2026 - 18th International Conference on Knowledge and Smart Technology · pp. 497–502

Forecasting Thai Gold Prices Using Correlation-Based Feature Selection and Vector Error Correction Model (VECM)

KST 2026 - 18th International Conference on Knowledge and Smart Technology · pp. 472–477

Integrating Machine Learning into Consumer Behaviour Analysis for Insect-Based Protein Supplements

Integrating Machine Learning into Data-Driven Marketing: A Case Study of Beverage Brand Consumer Segmentation

KST 2026 - 18th International Conference on Knowledge and Smart Technology · pp. 367–371

M-GenCheck2: Fast Detection and Source Attribution of AI-Generated Images Using Deep Learning

Proceedings - 23rd International Joint Conference on Computer Science and Software Engineering, JCSSE 2026 · pp. 393–398

Modeling Student Study Space Occupancy Patterns through Passive Wi-Fi Sensing on a Smart Campus

KST 2026 - 18th International Conference on Knowledge and Smart Technology · pp. 484–489

Real-Time Air Quality Monitoring Device Using LoRaWAN Technology

JCSSE 2025 - 22nd International Joint Conference on Computer Science and Software Engineering · pp. 89–94

A Hybrid Sentiment Analysis Approach for Hotel Reviews Using Lexicon-Based Sentiment Labelling and Machine Learning

JCSSE 2025 - 22nd International Joint Conference on Computer Science and Software Engineering · pp. 133–138

Application of MClique Network Analysis Bridging Between Personality and Career

JCSSE 2025 - 22nd International Joint Conference on Computer Science and Software Engineering · pp. 256–261

Comparison of Regression and Classification Models for Forecasting Thai Gold Prices

10th International Conference on Digital Arts, Media and Technology, DAMT 2025 and 8th ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering, NCON 2025 · pp. 378–383

Customer Service Transformation for Admission in Mae Fah Luang University Using Chatbots Technology

JCSSE 2025 - 22nd International Joint Conference on Computer Science and Software Engineering · pp. 56–59

Design and Development of a User-Centric Dashboard and Mobile Interface for Real Time Municipal Wastewater Monitoring System

Exploring Generative AI for Dynamic Carrying Capacity Assessment in Mountainous and Cave Areas: A Framework Development Approach

Proceedings - 9th International Conference on Information Technology, InCIT 2025 · pp. 760–766

Interpretable Multi-Class Classification for Client Potential Prediction in B2B IT Sales

JCSSE 2025 - 22nd International Joint Conference on Computer Science and Software Engineering · pp. 14–21

M-BurnScar: Temporal-Based Burnt Scar Profiling for Modelling Risk of Forest Fires in ASEAN Countries

JCSSE 2025 - 22nd International Joint Conference on Computer Science and Software Engineering · pp. 44–49

M-GenCheck: Detecting Portrait AI-Generated Images Using Deep Learning in a Streamlit Web Application

JCSSE 2025 - 22nd International Joint Conference on Computer Science and Software Engineering · pp. 60–66

Machine Learning-Driven Prediction and Analysis of Mental Health Risks Among University Students

Proceedings - 9th International Conference on Information Technology, InCIT 2025 · pp. 512–517

Mining Student Behaviour Patterns for Mental Health Insights using Association Rule Learning

8th International Conference on Information Technology 2024, InCIT 2024 · pp. 237–242

AI-Driven Design Thinking: A Comparative Study of Human-Created and AI-Generated UI Prototypes for Mobile Applications

8th International Conference on Information Technology 2024, InCIT 2024 · pp. 423–426

Data Integraion and Data Pipeline Model by Using KNIME for Research Data

Proceedings - 2024 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering, ECTI DAMT and NCON 2024 · pp. 475–481

Development of Science Virtual Reality Lab Simulation (SVLS): Enhancing Immersive Experiences

Proceedings - 21st International Joint Conference on Computer Science and Software Engineering, JCSSE 2024 · pp. 261–267

Effectiveness of Classifying Unsafe Children's Toys Using NLP, Deep Learning and Ensemble Learning

Proceedings - 21st International Joint Conference on Computer Science and Software Engineering, JCSSE 2024 · pp. 302–309

Enhancing Data Collection for Market Basket Analysis Through CNN Object Detection

Proceedings - 21st International Joint Conference on Computer Science and Software Engineering, JCSSE 2024 · pp. 330–336

Enhancing Money Laundering Detection Addressing Imbalanced Data and Leveraging Typological Features Analysis

Conference Proceeding - 23rd International Symposium on Communications and Information Technologies, ISCIT 2024 · pp. 146–151

Evaluation of Generative-AI Fashion Images using CNN Classification and Regression

International Computer Science and Engineering Conference

Hand, Heart, and AI Harmony: Integrating Generative AI to Innovate Northern Thai Local Wisdom

8th International Conference on Information Technology 2024, InCIT 2024 · pp. 319–324

Leveraging Ingredient Profiles in Content-Based Skincare Product Recommendation

Proceedings - 21st International Joint Conference on Computer Science and Software Engineering, JCSSE 2024 · pp. 508–513

M-Stock: Automate Photo Assessment for Enhancing Student Photography Skills with Deep Learning

Proceedings - 21st International Joint Conference on Computer Science and Software Engineering, JCSSE 2024 · pp. 540–544

Online Low-Cost Air Quality Monitoring System Using LoRa-Based Communication

2024 5th International Conference on Big Data Analytics and Practices, IBDAP 2024 · pp. 73–78

Predicting China's Marriage Rate: Causal Inference Using Dual Machine Learning (DML) with XGBoost, LightGBM, CatBoost, and GBDT

Conference Proceeding - 23rd International Symposium on Communications and Information Technologies, ISCIT 2024 · pp. 163–168

Predicting Marriage Rate Using Machine Learning and Panel Data Analysis: A Case Study of China

2024 International Conference on Decision Aid Sciences and Applications, DASA 2024

Predictive Modeling of Off-Campus Student Housing Rentals Using Machine Learning

8th International Conference on Information Technology 2024, InCIT 2024 · pp. 376–381

Transferring Labels based on Text Similarity: An Application for e-Portfolio Sentiment Analysis

9th International STEM Education Conference, iSTEM-Ed 2024 - Proceedings

Using Machine Learning Models to Evaluate and Predict STEM Postgraduates' Graduation Rates: A Case Study of China

2023 International Conference on Cyber Management and Engineering, CyMaEn 2023 · pp. 413–417

A Machine Learning Approach for Depression Screening in College Students Based on Non-Clinical Information

7th International Conference on Information Technology, InCIT 2023 · pp. 481–486

A review of Chatbots development and utilization for Admission in Mae Fah Luang University

7th International Conference on Information Technology, InCIT 2023 · pp. 319–324

An Analysis of Correlation Between Learning Style and Online Learning Performance During COVID-19: A Case Study of a Computer Programming Course

8th International Conference on Digital Arts, Media and Technology and 6th ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering, ECTI DAMT and NCON 2023 · pp. 577–580

Application of Pose Estimation on Webcam for Fall Risk Assessment

2023 15th International Conference on Information Technology and Electrical Engineering, ICITEE 2023 · pp. 353–358

Augmented Imagination: Exploring Generative AI from the Perspectives of Young Learners

7th International Conference on Information Technology, InCIT 2023 · pp. 526–531

Classification of Unsafe Children's Toys Based on NLP-Generated Corpus

7th International Conference on Information Technology, InCIT 2023 · pp. 265–270

Comparative Study of Deep Learning Model for Transient Image Classification

7th International Conference on Information Technology, InCIT 2023 · pp. 538–543

Depression Classification from Thai Text Twitter Post based on NLP-generated Corpus

AIP Conference Proceedings

Development of web application for medical student log management and patient case decision support

7th International Conference on Information Technology, InCIT 2023 · pp. 254–258

Drug-Protein Target Identification by Network Analysis for the Activation of PKC/DAG Pathway In Diabetes

International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA · pp. 112–117

Elderly Standing Imbalance Detection Using Noise-Resilient Robust Mean Estimator and Deep Learning

Proceedings of JCSSE 2023 - 20th International Joint Conference on Computer Science and Software Engineering · pp. 454–457

Enhancing Student Photography Skills with Web-based Photo Stock and Learning System

7th International Conference on Information Technology, InCIT 2023 · pp. 520–525

Improving Classification Performance of Money Laundering Transactions Using Typological Features

7th International Conference on Information Technology, InCIT 2023 · pp. 508–513

Investigating the Generative-AI Evaluation Methods and Correlation with Fashion Designers

7th International Conference on Information Technology, InCIT 2023 · pp. 418–423

Uncovering Hidden Tourist Traits Using Characteristics-Based Clustering

7th International Conference on Information Technology, InCIT 2023 · pp. 532–537

Understanding Employees' Capability Towards Workload Clustering From E-Portfolio Data

7th International Conference on Information Technology, InCIT 2023 · pp. 514–519

Unveiling Patterns in the Night Market: A Machine Learning Approach to Customer Segmentation and Market Basket Analysis

ICSEC 2022 - International Computer Science and Engineering Conference 2022 · pp. 330–333

AI-Based Suspicious Identification System for Agency Security Monitoring using Big Data Fusion

6th International Conference on Information Technology, InCIT 2022 · pp. 177–181

Behavioral Office Syndrome with IoT Devices

6th International Conference on Information Technology, InCIT 2022 · pp. 182–186

Gamification of Donation App: What Affect Donators' Decision?

2022 International Conference on Decision Aid Sciences and Applications, DASA 2022 · pp. 616–619

Scene Classification with Simple Machine Learning and Convolutional Neural Network

2021 13th International Conference on Information Technology and Electrical Engineering, ICITEE 2021 · pp. 69–73

Development of Automatic Plant Factory Control Systems with AI-Based Artificial Lighting

29th International Conference on Computers in Education Conference, ICCE 2021 - Proceedings · pp. 123–128

Improved Cluster Analysis for Graduation Prediction using Ensemble Approach

SCOPUS ↗2021

Learning Activities Diagnostic Model Based on Educational Data Mining of Online Social Media Behavior

29th International Conference on Computers in Education Conference, ICCE 2021 - Proceedings · pp. 118–122

SCOPUS ↗2021

Points using Localized Distance for Contour Generation from Point Cloud for 3D Printing

2021 13th International Conference on Information Technology and Electrical Engineering, ICITEE 2021 · pp. 46–51

DOI ↗2019

Exploiting Consensus Clustering for Light Curve Data Analysis

2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019 · pp. 498–501

DOI ↗

INTELLECTUAL PROPERTY

สิทธิบัตร

ผลงานทรัพย์สินทางปัญญาของสมาชิกศูนย์ เรียงตามวันที่ล่าสุด

5สิทธิบัตร
รวมทั้งสิ้น

0126/08/2567

เลขคำขอ 2102003936เลขทะเบียน 102667

อุปกรณ์แจ้งเตือนสำหรับผู้พิการทางสายตา

สุรพล วรภัทราทร

0226/08/2567

เลขคำขอ 2102003937เลขทะเบียน 102668

เครื่องตรวจวัดคุณภาพอากาศ

สุรพล วรภัทราทร

0313/06/2562

เลขคำขอ 1702003189เลขทะเบียน 70280

หูฟัง

สุรพล วรภัทราทร, นาธนพล ตั้งบุญนิธิวงศ์, ผู้ช่วยศาสตราจารย์กุลธิดา เตวรสินสกุล

0411/01/2562

เลขคำขอ 1702003190เลขทะเบียน 67379

อุปกรณ์ควบคุมเครื่องส่งสัญญาณสำหรับผู้พิการทางสายตา

0514/03/2557

สิทธิบัตรการประดิษฐ์

เครื่องบอกเตือนสิ่งกีดขวางสำหรับผู้พิการทางสายตา

สุรพล วรภัทราทร

เลขคำขอ 1301004582