Artificial Intelligence and Machine Learning
Computational Intelligence
Software and Systems Engineering
Robotic Process Automation (RPA)
Data Analytics and Visualization
[1] Chapter 4. Working with Keras, Advanced deep learning for engineers and scientists, A practical approach, Springer Nature, Switzerland
INTERNATIONAL JOURNAL PAPERS (indexed in Scopus)
[1] T. Romruensukharon and S. Nonsiri, The Comparison of Deep Neural Network for Hevea Clone Identification, Current Applied Science and Technology (Accepted)
[2] Coatanéa E., Nonsiri S., Roca R., Mokammel F., Kruck J., Christophe F., Systematic Search for Design Contradictions in Systems’ Architecture: Toward a Computer Aided Analysis, Transactions of the SDPS: Journal of Integrated Design and Process Science, Vol. 19, No. 1, 2015
[3] Nonsiri S., Christophe F., Coatanéa E., Mokammel F., A Combined Design Structure Matrix (DSM) and Discrete Differential Evolution (DDE) Approach for Scheduling and Organizing System Development Tasks Modelled using SysML, Transactions of the SDPS: Journal of Integrated Design and Process Science, Vol. 18, No. 3, 2014
[4] Medyna, G., Nonsiri S., Coatanéa E., Bernard A., Modeling, Evaluation and Simulation During the Early Design Stages: Toward the Development of an Approach Limiting the Need for Specific Knowledge, Transactions of the SDPS: Journal of Integrated Design and Process Science, Vol. 16, No. 4, 2012
[5] Coatanéa E., Nonsiri S., Ritola T., Tumer I., Jensen D., A framework for Building Dimensionless behavioral models for function-based failure propagation Analysis, ASME Journal of Mechanical Design, 2011 (2016 Impact Factor: 2.565, 2016 Five-Year Impact Factor: 3.017)
INTERNATIONAL CONFERENCE PAPERS (indexed in Scopus)
[1] T. Sitthilertpisarn, S. Nantalek, S. Nonsiri, N. Vichaidis. Predictive Maintenance for Motor-Operated Valves: a Machine Learning Approach to Torque-Based Fault Detection, The 9th International Conference on Information Technology (InCIT2025), Phuket, Thailand, 12 - 14 November, 2025 (Accepted)
[2] A. Pratumrat , T. Kanignant, S. Nonsiri. Digital Supplier Quality Chargeback System for Automotive Supply Chain Process Automation, The 9th International Conference on Information Technology (InCIT2025), Phuket, Thailand, 12 - 14 November, 2025 (Accepted)
[3] S. Nantalek, S. Nonsiri, and A. Monsakul. Comparative Study of Ensemble Learning for Predictive Maintenance in HDD Manufacturing, The 22nd International Joint Conference on Computer Science and Software Engineering (JCSSE 2025), Chiang Mai, Thailand, November 2-5, 2025 (Accepted)
[4] T. Romruensukharon, S. Nonsiri. Hevea Clone Identification using Deep Learning, The 17th International Conference on Information Technology and Electrical Engineering (ICITEE 2025), Bangkok, Thailand, October 20 - 21, 2025 (Accepted)
[5] B. Uthaisang, A. Titivanich, and S. Nonsiri. Deep Transfer Learning for Automated Waste Image Classification, The 6th International Conference on Big Data Analytics and Practices (IBDAP 2025), Chiang Mai, Thailand, August 1-3, 2025
[6] P. Saego, S. Nonsiri, and S. Makdee. Real-Time Person and Vehicle Detection System Using Deep Learning for Smart University, The 6th International Conference on Big Data Analytics and Practices (IBDAP 2025), Chiang Mai, Thailand, August 1-3, 2025
[7] P. Worathepnitinan, S. Nonsiri, T. Romruensukharon, and T. Kanignant. Identification of Skin Cancer Using Deep Learning, The 22nd International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2025), Bangkok, Thailand, May 20 - 23, 2025
[8] K. Kochsuwan, S. Nonsiri, and T. Kanignant. Machine Learning Techniques for Renewable Energy Forecasting in Thailand, 17th International Conference on Knowledge and Smart Technology (KST 2025), Bangkok, Thailand, Feb 26 - March 1, 2025
[9] S. Kittisorayut, S. Nonsiri, P. Kamin, and S. Makdee. A Machine Learning Algorithms for Drug Identification: Enhancing Medication Safety in Thailand, 2024, 21st International Joint Conference on Computer Science and Software Engineering (JCSSE), Phuket, Thailand, 19 – 22 June 2024
[10] N. Pannoy, S. Nonsiri, and S. Makdee. Object Detection for Retail Product Recognition, The 9th International Conference on Business and Industrial Research (ICBIR2024), Bangkok, Thailand, May 23-24, 2024 (Best Paper Award)
[11] S. Narongsak and S. Nonsiri, Digital Token Token-Based Degree Certificate with Credit Transfer System, The 8th International Conference on Business and Industrial Research (ICBIR2023), Bangkok, Thailand, May 18-19, 2023
[12] A. Sungsiri, S. Nonsiri, and A. Monsakul. The Classification of Edible-Nest Swiftlets Using Deep Learning, The 6th International Conference on Information Technology (InCIT2022), Bangkok, Thailand, 10 - 11 November, 2022
[13] W. Kaeothep and S. Nonsiri, Optimization of ULD Load Planning Using MILP: Mixed Integer Linear Programming, The 7th International Conference on Business and Industrial Research (ICBIR2022), Bangkok, Thailand, May 19-20, 2022
[14] J. Boonchai, K. Kitchat, and S. Nonsiri, The Classification of DDoS Attacks Using Deep Learning Techniques, The 7th International Conference on Business and Industrial Research (ICBIR2022), Bangkok, Thailand, May 19-20, 2022
[15] F. Joseph and S. Nonsiri, Region Specific Opinion Mining from Tweets in a Mixed Political Scenarios, International Conference on Intelligent and Smart Computing in Data Analytics (ISCDA), Andhra Pradesh, India, October 3-5, 2020
[16] E. Coatanéa, S. Nonsiri, F. Mokammel, Graph Based Representation and Analyses for Conceptual Stages, 34th Computers and Information in Engineering Conference (CIE), ASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (DETC/CIE), Buffalo, New York, USA, Aug 17-20, 2014.
[17] S. Nonsiri, E. Coatanea, M. Bakhouya, F. Mokammel, Model-Based Approach for Change Propagation Analysis in Requirements, 7th IEEE International Systems Conference, Orlando, Florida, April 15-18, 2013.
[18] F. Mokammel, M. Bakhouya, E. Coatanea, Christophe F., S. Nonsiri, Impact Analysis of Graph-based Requirements Models using PageRank Algorithm, 7th IEEE International Systems Conference, Orlando, Florida, April 15-18, 2013.
[19] S. Nonsiri, E. Coatanea, M. Bakhouya, Using a Discrete Differential Evolution Algorithm for Design Process scheduling, 32nd Computers and Information in Engineering Conference (CIE), ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (DETC/CIE), Chicago, IL, USA, Aug 12-15, 2012.
[20] E. Coatanéa, S. Nonsiri, M. Bakhouya, P. Kiviluoma, O. Calonius, An Early Modeling and Simulation Approach for Fast Evaluation of Design Concepts, 32nd Computers and Information in Engineering Conference (CIE), ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (DETC/CIE), Chicago, IL, USA, Aug 12-15, 2012.
[21] S. Nonsiri and Supratid S., Modifying Ant Colony Optimization, 2008 IEEE Conference on Soft Computing in Industrial Applications (SMCia/08), Muroran, Japan, 25-27 June, 2008.
NATIONAL JOURNAL PAPERS
[1] W. Kittibawornkul, S. Nonsiri, and P. Kamin, The Comparison of Machine Learning Algorithms for Predictive Maintenance of Aircraft Engine, APHEIT Journal (SCIENCE and Technology), Vol. 11 No. 1 (2022), January - June, pp. 1–14.
[2] K Khunabut, S. Nonsiri, N Vichaidis. The study of jewelry setting performance using business intelligence, APHEIT Journal (SCIENCE and Technology), Vol. 11 No. 1 (2022), January - June, pp. 29–46.
[3] M. Boonbangyang and S. Nonsiri, Cancer Epitope Classification, Journal of Information Science and Technology, Volume 11, No 2, Jul – Dec 2021, pages 72 - 83
NATIONAL CONFERENCE PAPERS
[1] A. Sungsiri, S. Nonsiri, S. Magdee, and A. Monsakul. The Classification of Avocado with Deep Learning, The 8th Thai-Nichi Institute of Technology Academic Conference (TNIAC2022), Bangkok, Thailand, May 19-20, 2022 (Best Paper Award)
[2] R. Songnok, S. Nonsiri, and S. Magdee. The Development of Demand and Supply Planning using Robotic Process Automation (RPA), The 8th Thai-Nichi Institute of Technology Academic Conference (TNIAC2022), Bangkok, Thailand, May 19-20, 2022
[3] B. Wiranurak, S. Nonsiri, and A. Monsakul. A Design of Model Predictive for Activity using Internet of Things, The 8th Thai-Nichi Institute of Technology Academic Conference (TNIAC2022), Bangkok, Thailand, May 19-20, 2022
[4] K. Kantee Charoensedtasin, S. Nonsiri, and A. Monsakul. A Design Framework for E-Auction of Edible-Nest Swiftlet Using Blockchain, The 8th Thai-Nichi Institute of Technology Academic Conference (TNIAC2022), Bangkok, Thailand, May 19-20, 2022
[5] M. Boonbangyang and S. Nonsiri, Cancer Epitope Classification Using Machine Learning, National Conference on Information Technology (NCIT2021), Bangkok, Thailand, October 28-29, 2021
[6] N. Nittayoosakulchot and S. Nonsiri, Comparing of technique for Face Recognition based on Attendance System with Temperature Detection via Thermal Camera, The 2nd National and International Conference 2021 on "Multidisciplinary for Innovation Development in 21st Century, Bangkok, Thailand, 2021
[7] S. Nonsiri, P. Boonsieng, N. Vichaidia, S. Makdee The System Development of Real-Time Face Mark Detection, National Conference on Information Technology (NCIT2020), Chonburi, Thailand, October 21-22, 2020
[8] Pawared Cheacharoen, Monsicha Rattanakewmanee, Tanyaporn Kanignant, Sarayut Nonsiri, The Development of reduce wasted for Thai-Nichi Institute of Technology, The 6th Thai-Nichi Institute of Technology Academic Conference (TNIAC2020), Bangkok, Thailand, May 21, 2020
Committee
Editorial Board
Journal of Information Science and Technology (JIST), Thailand (2021)
Organizing Committee
The 10th International Conference on Business and Industrial Research (ICBIR2025), Bangkok, Thailand
15th Joint Symposium on Computational Intelligence (JSCI15), Bangkok, Thailand
The 9th International Conference on Business and Industrial Research (ICBIR2022), Bangkok, Thailand
The 8th Thai-Nichi Institute of Technology Academic Conference (TNIAC2022), Bangkok, Thailand
The 7th International Conference on Business and Industrial Research (ICBIR2020), Bangkok, Thailand
The 6th Thai-Nichi Institute of Technology Academic Conference (TNIAC2020), Bangkok, Thailand
Special Session Technical Program Committee
Computational Intelligence and Transportation Systems (CITS 2023) Joint with ICBIR2023, Bangkok, Thailand
Program Committee Member
The 23rd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2024), Bangkok, Thailand
Local Organizing Committee member
The 4th International Conference on Information Technology (InCIT2019), Bangkok, Thailand
The International Conference on High Performance Computing & Simulation (HPCS 2013), Helsinki, Finland.
National Conference on Information Technology (NCIT2019), Bangkok, Thailand
Technical Program Committee
The 17th International Conference on Information Technology and Electrical Engineering (ICITEE 2025), Bangkok, Thailand
Session Chair
The 17th International Conference on Information Technology and Electrical Engineering (ICITEE 2025), Bangkok, Thailand
The 9th International Conference on Business and Industrial Research (ICBIR2024), Bangkok, Thailand
The 8th International Conference on Business and Industrial Research (ICBIR2023 ), Bangkok, Thailand
The 7th IEEE International Systems Conference, Orlando, Florida, USA, 2013
The 4th International Conference on Information Technology (InCIT2019), Bangkok, Thailand
International Conference on Innovative Digital (ICID2019), Bangkok, Thailand
The 6th Thai-Nichi Institute of Technology Academic Conference (TNIAC2020), Bangkok, Thailand
The 8th International Conference on Business and Industrial Research (ICBIR2023), Bangkok, Thailand
Computer Text Book Reviewer
International Journal Reviewer
Engineering Applications of Artificial Intelligence (Elsevier)
Applied Soft Computing Journal (Elsevier)
Expert Systems with Applications (Elsevier)
Image and Vision Computing (Elsevier)
Neurocomputing (Elsevier)
Pattern Recognition (Elsevier)
Computers in Industry (Elsevier)
SN Computer Science (Springer)
International Journal of Advanced Computer Science and Applications (SAI)
Web Intelligence (IOS Press)
International Journal of Engineering Design (Taylor & Francis)
International Journal of Product Development (Inderscience)
International Conference Reviewer
Reviewer: The 9th International Conference on Information Technology (InCIT2025), Phuket, Thailand
Reviewer: The 2nd International Conference on Electrical and Computer Engineering Researches (ICECER 2025), Antananarivo, Madagascar
Reviewer: The 4th International Symposium on Biomedical Engineering and Computational Biology (BECB 2025), Wuhan, China
Reviewer: The 17th International Conference on Information Technology and Electrical Engineering (ICITEE 2025), Bangkok, Thailand
Reviewer: The 5th International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2025), Zanzibar, Tanzania
Reviewer: The 2nd International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), Antalya, Turkey
Reviewer: The 4th IEEE Technology and Engineering Management Society Conference: Asia-Pacific 2025 (TEMSCON-ASPAC 2025), Bangkok, Thailand
Reviewer: The 3rd International Conference on Advanced Sensing and Intelligent Systems (ICASIS 2025), Nanjing, China
Reviewer: The 10th International Conference on Business and Industrial Research (ICBIR2025), Bangkok, Thailand
Reviewer: The 22nd International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2025), Bangkok, Thailand
Reviewer: The 5th International Conference on Electrical, Computer and Energy Technologies (ICECET 2025), Paris, France
Reviewer: The International Conference on Electrical and Computer Engineering Researches (ICECER 2024), Gaborone, Botswana
Reviewer: The 23rd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT2024), Bangkok, Thailand
Reviewer: The 4th International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME'24), Maldives
Reviewer: The 15th Joint Symposium on Computational Intelligence (JSCI15), Bangkok, Thailand
Reviewer: The 21st International Joint Conference on Computer Science and Software Engineering (JCSSE2024), Phuket, Thailand
Reviewer: The 8th International Conference on Information Technology (InCIT2024), Rangsit, Thailand
Reviewer: The 21st International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2024), Khon Kaen, Thailand
Reviewer: The 9th International Conference on Business and Industrial Research (ICBIR2024), Bangkok, Thailand
Reviewer: The Asia Joint Conference on Computing (AJCC 2024), Mahasarakham, Thailand
Reviewer: The 18th National and The 8th International Sripatum University Conference (SPUCON 2023), Bangkok, Thailand
Reviewer: 14th Joint Symposium on Computational Intelligence (JSCI14), Chiang Mai, Thailand
Reviewer: The 7th International Conference on Information Technology (InCIT2023), Chiang Rai, Thailand
Reviewer: The 15th International Conference on Information Technology and Electrical Engineering (ICITEE2023), Chiang Mai, Thailand
Reviewer: The 20th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, Thailand
Reviewer: The 8th International Conference on Business and Industrial Research (ICBIR2023), Bangkok, Thailand
Reviewer: The 6th International Conference on Information Technology (InCIT2022), Bangkok, Thailand
Reviewer: The 7th International Conference on Business and Industrial Research (ICBIR2022), Bangkok, Thailand
Reviewer: International Conference on Government Technology and Innovation 2022 (DGTI-Con 2022), Bangkok, Thailand
Reviewer: International Conference on Big Data Analytics and Practices (IBDAP 2020), Bangkok, Thailand
Reviewer: International Conference on Industry 4.0 (IVCCPS 2020), Chennai, India, 2020
Reviewer: The 23rd International Computer Science and Engineering Conference (ICSEC 2019), Phuket, Thailand
Reviewer: The 4th International Conference on Information Technology (InCIT2019), Bangkok, Thailand
Reviewer: The 10th biannual conference on design and development (NordDesign 2014), Espoo, Finland, 2014
Reviewer: 33rd Computers and Information in Engineering Conference, ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Portland, Oregon, USA, 2013.
Reviewer: 32nd Computers and Information in Engineering Conference, ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Chicago, IL, USA, 2012.
Reviewer: 31st Computers and Information in Engineering Conference, ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Washington, DC, USA, 2011.
National Conference Reviewer
Reviewer: The 10th Thai-Nichi Institute of Technology Academic Conference (TNIAC2024), Bangkok, Thailand
Reviewer: The 9th Thai-Nichi Institute of Technology Academic Conference (TNIAC2023), Bangkok, Thailand
Reviewer: National Conference on Information Technology (NCIT2022), Bangkok, Thailand
Reviewer: The 6th Thai-Nichi Institute of Technology Academic Conference (TNIAC2022), Bangkok, Thailand
Reviewer: National Conference on Information Technology (NCIT2020), Chonburi, Thailand
Reviewer: The 6th Thai-Nichi Institute of Technology Academic Conference (TNIAC2020), Bangkok, Thailand
Reviewer: National Conference on Information Technology (NCIT2019), Bangkok, Thailand
Updated on 20 June 2025 by Dr. Sarayut Nonsiri