My Research

CURRENT RESEARCH AREAS

TEXTBOOK CHAPTER

[1] Chapter 4. Working with Keras, Advanced deep learning for engineers and scientists, A practical approach, Springer Nature, Switzerland

PUBLICATIONS, h-index = 7

INTERNATIONAL JOURNAL PAPERS (indexed in Scopus)

[1] 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 

[2] 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

[3] 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

[4] 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] 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 (Accepted)

[2] 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

[3] 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

[4] 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 

[5] 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

[6] 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

[7] 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

[8] 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.

[9] 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.

[10] 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.

[11] 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.

[12] 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.

[13] 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

[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

RESEARCH COMMUNITY ACTIVITIES

Editorial Board

Steering Committee

Special Session Technical Program Committee

Local Organizing Committee member

Session Chair

International Journal Reviewer

International Conference Reviewer

National Conference Reviewer

Updated on 30  April 2024 by Dr. Sarayut Nonsiri