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Dr. WARIN WATTANAPORNPROM

Email: warin.wat@kmutt.ac.th

Work Affiliations

Strategic Research Themes

Publications

● Automated Bounding Dimension Retrieval: A Machine Learning-Driven Framework for Engineering Drawing Interpretation; Varintorn Sithisint; Siwarat Laoprom; Warin Wattanapornprom; Noraluk Chotibuth; Makorn Nupakorn; Napasrapee Satittham; 2025; Conference proceedings article
● Approximate Axis-Aligned Nearest Neighbor
; Yodthong Rodkaew; Warin Wattanapornprom; 2024; Conference proceedings article
● Automated Trading Bot Using Hidden Markov Models for Cryptocurrency Prediction
; ดลธรรม เจริญธรรมกิจ, ภัทรชนน อุไรวิชัยกุล, ภูมิไทย พรมโกฎิ, et al.; 2024; Conference proceedings article
● Automating Tower Defense Game Level Design with Evolutionary Algorithms; Warin Wattanapornprom; Chonlasit Satsuk; Thianrawit Sirisakornsakul; Trirat Jamornthawuch; Yodthong Rodkaew; Wittawin Susutti; 2024; Conference proceedings article
● B-Trade: Innovating Book Recommendation and Exchange Through Web Technology; วิธวินท์ สุสุทธิ, กีรตาพันธ์ มาลัย, กัญญาวีร์ แสงหอม, et al.; 2024; Conference proceedings article
● Development of a Web-Based Anime Streaming and Recommending Application: Enhancing User Experience with Naive Bayes Classification and Floating Text; ศุวิล ชมชัยยา, คุณากร ตานา, ธนโชติ วงศ์ใหญ่, et al.; 2024; Conference proceedings article
● Enhanced Sentiment Detection in Thai University Admissions Using Complement Naive Bayes; Warin Wattanapornprom; Nattapon Tongta; Naruebet Jaisamak; Panisara Lakhan; Pirun Dilokpatpongsa; Wittawin Susutti; 2024; Conference proceedings article
● Fiction Gene : A Thai Genre Based Fiction Visualization Testimonial System
; Warin Wattanapornprom; Chatchaya Innarong; Isara Kerdpra; Chisanupong Treesutrummas; Supatcha Lertampaiporn; Wittawin Susutti; 2024; Conference proceedings article
● Human vs. AI: Leveraging Machine Learning and Deep Learning to Verify Image Authenticity; Thittaporn Ganokratanaa, Manotham Damnnoen, Puchit Katesomboon, et al.; 2024; Conference proceedings article
● Hybrid Property Post Recommendation System using K-Nearest Neighbors and Singular Value Decomposition; สุมิตรา วงภัคดี, ชัชชญา อินณรงค์, ศารทูล ขุนสนิท, et al.; 2024; Conference proceedings article
● MaidConnect: Innovative Connection Between Housemaids and Employers; วิธวินท์ สุสุทธิ, กีรตาพันธ์ มาลัย, กัญญาวีร์ แสงหอม, et al.; 2024; Conference proceedings article
● Procedural Content Generation for 2.5D Rogue-Lite Games: An Evolutionary Algorithm Approach; Warin Wattanapornprom; Chisanupong Wipachainun; Thanathat Lertpinitamonkul; Wasamon Suksai; Yodthong Rodkaew; Wittawin Susutti; 2024; Conference proceedings article
● Real-time Car Part Instance Segmentation: the Comparison of the State-of-the-Art; Wittawin Susutti; Siwarat Laoprom; Thanaphit Sutthipanyo; Kanok Vongsaroj; Pirun Dilokpatpongsa; Warin Wattanapornprom; 2024; Conference proceedings article
● Revolutionizing Tower Defense: Automating Game Level Design with Rogue-lite Integration; Warin Wattanapornprom; Jirawat Santichavalit; Arnon Pakdee; Witoon Ruamngoen; Yodthong Rodkaew; Wittawin Susutti; 2024; Conference proceedings article
● Text-based Movie Recommendation Web Application with DistilBERT; สุพิชชา จำปาทอง, ณัฐวุฒิ กลิ่นสวัสดิ์, นพคุณ อนัตกิจถาวร, et al.; 2024; Conference proceedings article
● Ensemble-AHTPpred: A Robust Ensemble Machine Learning Model Integrated With a New Composite Feature for Identifying Antihypertensive Peptides; Supatcha Lertampaiporn, Apiradee Hongsthong, Warin Wattanapornprom and Chinae Thammarongtham; 2022; Journal article
● Gaussian Quantum-Behaved Particle Swarm with Learning Automata-Adaptive Attractor and Local Search; Sivakorn Sansawas; Tanathep Roongpipat; Saksorn Ruangtanusak; Jessada Chaikhet; Chukiat Worasucheep; Warin Wattanapornprom; 2022; Conference proceedings article
● mSRFR: a machine learning model using microalgal signature features for ncRNA classification; Songtham Anuntakarun, Supatcha Lertampaiporn, Teeraphan Laomettachit, et al.; 2022; Journal article
● Weighted ensemble for plant protein subcellular localization using particle swarm optimization; Wattanapornprom W., Glomrit T., Prayongsup T., et al.; 2021; Conference proceedings article

Expertise

Artificial Intelligence
Bioinformatics
Digital Marketing
Enterprise Resource Planning
Machine Learning
Metaheuristics
Multi-objective Combinatorial Optimization
Production Line Balancing and Scheduling