My Research

Research Grants

  1. Dec 2023-Nov 2026: Co-Principal Investigator, CYberseCurityLEarning: Master's degree in Cybersecurity (CYCLE), Budget: 80,338 EUR, Source: ERASMUS+, Grant Number: 101128627

  2. Aug 2021-Jul 2023: Co-Principal Investigator, Multimodal Cyber-bully Detection in ASEAN Languages, Budget: 999,000 INR, Source: Government of India, Grant Number: CRD/2020/000325 COMPLETED

  3. Dec 2020-Sep 2021: Principal Investigator, Car Parts Image Segmentation with Deep Learning, Budget: 246,160 THB, Source: IT.KMITL, Grant Number: 2564-02-06-002 COMPLETED

  4. Dec 2019-Sep 2021: Principal Investigator, A Novel Recurrent Two-layer Extreme Learning Machine for Time Series Prediction, Budget: 150,000 THB, Source: KMITL, Grant Number: KREF206307 COMPLETED

  5. Dec 2019-Sep 2021: Principal Investigator, Online Multi-Output Regression, Budget: 150,000 THB, Source: KMITL

  6. Nov 2019-Jun 2020: Principal Investigator, Identifying User Intent from Text on SCB Mobile Banking App, Budget: 114,800 THB, Source: Siam Commercial Bank PCL. COMPLETED

  7. Nov 2019-Jun 2020: Principal Investigator, Analysis of Click Feedback on SCB Mobile Banking App, Budget: 114,800 THB, Source: Siam Commercial Bank PCL. COMPLETED

  8. Apr 2019-Dec 2019: Principal Investigator, Eye Tracking with Smartphone Front-facing Camera in a Controlled Testing Environment, Budget: 510,300 THB, Source: KBTG, Grant Number: KLABS-G-2019-2 COMPLETED

  9. Jun 2019-Jul 2019: Principal Investigator, DeepWaste: Waste Classification and Recycling Rate Estimation Based on Deep Learning Technique, Budget 120,000 THB, Source: ASEA-UNINET, Grant Number: ICM-2018-11794 COMPLETED

  10. Oct 2017-Sep 2018: Principal Investigator, An Approach to Select a Group of Associated SNP with Genetic Traits, Budget: 50,000 THB, Source: IT.KMITL, Grant Number: 2561-02-06003 COMPLETED

  11. Oct 2016-Sep 2017: Principal Investigator, Prediction of Human Emotions Stimulated by Content in Image with Eye Movement Data, Budget: 100,000 THB, Source: IT.KMITL COMPLETED

  12. Oct 2014-Jan 2015: Principal Investigator, The Development of Career Roadmap System, Budget: 100,000 THB, Source: Siam Commercial Bank PCL. COMPLETED

  13. Jul 2014-Aug 2014: Principal Investigator, Prediction of Eye Gaze Behavior with Image Features, Budget: 170,000 THB, Source: AUN/SEED-Net. COMPLETED

  14. Sep 2013-Aug 2014: Principal Investigator, The Development of Next Generation Sequencing Tool for Annotation and Variant Filtering of Human Nucleotide Alteration, Budget: 200,800 THB, Source: Ramathibodi Hospital. COMPLETED

  15. Jun 2013-May 2015: Principal Investigator, Predicting where Humans Look at in Images by Machine Learning Techniques, Budget: 480,000 THB, Source: Thailand Research Fund, Grant Number: TRG5680090. COMPLETED

  16. Oct 2012-Sep 2013: Principal Investigator, The Development of Online Submission System for Computer Programming Teaching Tool, Budget: 50,000 THB, Source: IT.KMITL, Grant Number: 2556-0206002. COMPLETED

  17. Jan 2012-May 2012: Principal Investigator, The Development of Submission System for Computer Programming Teaching Tool, Budget: 20,000 THB, Source: IT.KMITL COMPLETED

  18. Oct 2011-Sep 2012: Principal Investigator, Dimensionality Reduction for Data Mining, Budget: 50,000 THB, Source: IT.KMITL, Number 2555-0206003. COMPLETED

  19. Jun 2008-May 2010: Researcher, Personal Information Navigator Adapting Through Viewing (PinView), Budget: 668,558.58 EUR, Source: EU FP7, Grant Number: 216529. COMPLETED

Travel Grants

  1. Apr 2015: Research Collaborations with MICA Institute, Hanoi University of Science and Technology, Source: AUN/SEED-Net.

PhD Students

  1. Alok Yadav (2020-Present)

  2. Wasu Kudisthalert (2017-2022), Variants of Extreme Learning Machine for Image Classification Problems: Developments and Their Real-World Applications

  3. Wanthanee Rathasamuth (2016-2020), A Study of Heuristic Feature Selection Techniques for SNP Database

PhD Students (Co-supervisor)

  1. Syukorn Abu Ishaq Alfarozi (2015-2019), Local Sigmoid Method and Its Application on Visible Light Communication, Co-supervised with Dr. Kuntpong Woraratpanya

  2. Ungsumalee Suttapakti (2012-2018), Empirical Monocomponent Image Decomposition and Its Application, Co-supervised with Dr. Kuntpong Woraratpanya

MSc Students - Research Course

  1. Kittisak Kianwimol (2023-Present)

  2. Chanawee Chavaltada (2016-2019) On Feature Combination for Product Hierarchical Classification by Multiple Kernel Learning

  3. Wasu Kudisthalert (2015-2017) Clustering-Based Weighted Extreme Learning Machine for Classification in Drug Discovery Process

MSc Students - Research Course - Honour Program

  1. Supawit Vatathanavaro (2018-2020) The Modification of Loss Function in Deep Learning for Class Imbalance Data

  2. Suchat Tungjitnob (2018-2020) The Application of Deep Neural Networks in Semi-supervised Learning with Image Data

  3. Wisuwat Sunhem (2015-2017) Face Shape Classification: An Approach to Combine Hand-Crafted and Deep Features

MSc Students - Research Course - Honour Program (Co-supervisor)

  1. Kittipop Peuwnuan (2015-2017) Co-supervised with Dr. Kuntpong Woraratpanya

  2. Rathawut Lertsuksakda (2014-2015) Sentiment Analysis using SentiNet, Co-supervised with Dr. Ponrudee Netisopakul

BSc Students

  1. Salisa Phosit, SawarodKongsamlit (2023) Cyberbully Detection

  2. Nonthapaht Taspan, Bukorree Madthing (2023) Car Damage Detection

  3. Siwawong Wonglertchai, Knuth Mekakakorn (2022-2023) Food Recognition

  4. Thanawat Wongsud, Netchanok Petchurai (2021-2022) Pregnancy Tracking System

  5. Werasut Karnbunjob, Massakorn Aksornsiri (2021) Hatespeech Detection in Thai

  6. Phongsathorn Kittiworapanya (2020-2021) DeepWaste: Waste Estimation and Classification System using Computer Vision

  7. Jakkrit Sonsanit, Watcharin Sirigate (2020) Analysis of Dust Exposure Impact on Risk Factors for Non-communication Diseases

  8. Nut Chukamphaeng (2020) Learning to Race with Multi-Agent Deep Reinforcement Learning

  9. Thanawat Lodkaew (2019-2020) Hybrid Loss for Learning Imbalanced Data

  10. Napasin Hongngern (2019-2020) Car Parts Segmentation by Deep Learning

  11. Pornprom Kiawjak (2019-2020) Speaker Verification System, Co-supervised with Dr. Somkiat Wangsiripitak

  12. Kavin Ruengprateepsang (2019-2020) Lip Password, Co-supervised with Dr. Somkiat Wangsiripitak

  13. Boonyarith Piriyothinkul (2018-2019) Text Detection in Manga

  14. Supawit Getmark, Kijtana Chayangsu (2017-2018) Human Gaze Behavior Analysis on Web Browser in Smartphone

  15. Jiravat Boonkumnerd (2017-2018) Automated Document Extraction System

  16. Jirathon Rodprasitt, Wikran Sakuldee (2016-2017) Cow Grading System From Photograph, Co-supervised with Dr. Natapon Pantuwong

  17. Phassarun Iamamphai (2016-2017) A Study of Approaches to Improve Open Government Data Website and a Preparation for Architecture Overview and Big Data Analytic Service on Cloud Computing

  18. Kittipop Peuwnuan, Kittayoch Kongkatitham (2015-2016) Text Recognition in Natural Scenes for Mobile Devices, Co-supervised with Dr. Kuntpong Woraratpanya [VDO]

  19. Chayanis Tuntearapong (2015-2016) Text Detection and Recognition for Text-to-speech synthesis, Co-supervised with Dr. Kuntpong Woraratpanya [VDO]

  20. Panawee Chatkamjuncharoen, Chotiros Wuttilertdeshar (2014-2015) The Prediction of Human Emotion Using Image features and Eye Movements - Best Paper Award-NCIT2015 [VDO]

  21. Trust Rukkunnathum, Chodok Posew (2014-2015) Driver Training Simulator System [VDO]

  22. Nutchaphon Rewik (2014-2015) Particle-Flow Interactive Animation for Painting Image, Co-supervised with Dr. Kuntpong Woraratpanya - Samart Best Senior Project Award [VDO]

  23. Sittipong Apichartstaporn (2014-2015) Analysis of P300 and N100 Signals on Brain-computer Interface with Vibrotactile Biofeedback

  24. Panupon Usachokcharoen (2014-2015) Sign Language Recognition Using Microsoft Kinect

  25. Kittipun Khantitrirat, Chayaphol Prapaipornlert (2013-2014) The Development of Music Information Retrieval System on iOS [VDO]

  26. Rathawut Lertsuksakda, Treerat Klaysuwan (2013-2014) Sentiment analysis using SentiNet, Co-supervised with Dr. Ponrudee Netisopakul - The NSC2014 Finalist [VDO]

  27. Kittaboon Panjarattanakorn, Ubolwan Chaovanakij (2013-2014) The Development of Next Generation Sequencing Tool for Annotation and Variant Filtering of Human Nucleotide Alteration - Best Paper Award-NCCIT2014 [VDO]

  28. Kris Thangchoeywilai (2012-2013) A Development of Computer Game for Enhancing Children skills - The Winner of Microsoft TechDays Thailand & WOWZAPP-Ver2013 (Windows 8 Game), Best Senior Project Award-IT.KMITL [Download] [VDO]

Internship Students (Bachelor's Degree Students)

  1. Nonthapaht Taspan, Bukorree Madthing

  2. Hate Speech Detection System, Special Prize, NAPROCK 13th International Programming Contest, Akita, Japan (Online): - (1) Werasut Karnbunjob, (2) Massakorn Aksornsiri

  3. Automated Student Attendance/Behaviour Tracking System, Special Prize, NAPROCK 10th International Programming Contest, Tokushima, Japan: - (1) Wiput Pootong, (2) Phongsathron Kittiworapanya

  4. FashionFinder-V3, Third Prize in Artificial Intelligence Application, NSC 2018: - Team Members: (1) Thanawat Lodkaew, (2) Nut Chukamphaeng

  5. FashionFinder-V2, Finalist, International ICT Innovative Services Contest 2017, InnoServe 2017, Taipei, Taiwan: - Team Members: (1) Thanawat Lodkaew, (2) Weeruhputt Supsohmboon

  6. FashionFinder-V2, Special Prize, NAPROCK 9th International Programming Contest, Ise-shi, Japan: - Team Members: (1) Thanawat Lodkaew, (2) Weeruhputt Supsohmboon

  7. FashionFinder-V1, Finalist, Thailand ICT Award 2017, TICTA 2017: - Team Members: (1) Thanawat Lodkaew, (2) Weeruhputt Supsohmboon

  8. IamHere-V2, Third Prize in Mobile Application, NSC 2017: - Team Members: (1) Patcharapon Joksamut, (2) Boonyarith Piriyothinkul, (3) Chayapol Chaimongkolnimit

  9. IamHere, Special Prize, NAPROCK 8th International Programming Contest, Ise-shi, Japan: - Team Members: (1) Patcharapon Joksamut, (2) Boonyarith Piriyothinkul

  10. Inside Me, Best Poster Award, NSC 2016: - Team Members: (1) Sittipong Suwannatrai, (2) Sarawut Bussadee, (3) Arnon Chonrawut, (4) Ek Thamwiwatthana

  11. Job4U, Honoury Mention Award, SCB's HIP (HR& IT Partnership) Project 2014: - Team Members: (1) Sittipong Suwannatrai, (2) Nonpawit Teerachetmongkol, (3) Patchara Pattanakimhun, (4) Phattarapong Chalermpattanapong

Independent Study (Master's Degree Students)

  1. Napat Paniangvait(2023-Present)

  2. Siripen Jungjareantrat (2012-2016) Thailand Flood Forecasting

  3. Ek Thamwiwatthana (2012-2013) Prediction of Reference Evapotranspiration with Missing Data in Thailand

  4. Janiam, P. (2011-2012) Product Management System for Steel, Stainless Steel, and Aluminium Manufacturer

  5. Kittisataporn, A. (2011-2012) Dhipaya Salvage Auto Auction