Books & Publications

List of Publications

Muangnak N, Sirawattananon C, Sukthanapirat R, Pukdee W and Attaset J, “Waste Management System Driven by Smart Technology Platform with a Social Enterprise”, ICIC Express Letters, Part B: Applications, 13(11), pp. 1189-1198, Nov. 2022. (Scopus). doi:  10.24507/icicelb.13.11.1189

Muangnak N, Thasnas N, Hengsanunkul T, Yotapakdee J. The Neural Network Conversation Model enables the Commonly Asked Student Query Agents. International Journal of Advanced Computer Science and Applications, 11(4): 154-164. 2020 Apr. doi: http://dx.doi.org/10.14569/IJACSA.2020.0110421

Muangnak N, Aimmanee P, Makhanov S. Automatic optic disk detection in retinal images using hybrid vessel phase portrait analysis. Med Biol Eng Comput, 56(4):583-598. 2018 Apr. doi:10.1007/s11517-017-1705-z.

Muangnak N, Aimmanee P, Makhanov S, Uyyanonvara B. Vessel transform for automatic optic disc detection in retinal images. IET Image Processing, 9(9): 743-750. 2015 Feb. doi: 10.1049/ietipr.2015.0030 

List of Conference Papers

Sriman B, Muangnak N, Sirawattananon C, “Automated Clinical Assessment in Diabetic Retinopathy Retinal Images A Review”, International Joint Conference on Computer Science and Software Engineering (JCSSE), 2022, pp. 1-6. (Scopus)

Sirawattananon C, Muangnak N, Pukdee W. Designing of IoT-based Smart Waste Sorting System with Image-based Deep Learning Applications, 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2021, pp. 383-387, doi: 10.1109/ECTI-CON51831.2021.9454826.

Muangnak N, Sukthanapirat R, Suttibak S, Polcharoen W, Chansakhathana N, Baothong S, Khwanklom S. Community-based Nong Han Lake Water Quality Monitoring System for Sustainable Development. in Proceeding of The 20th National-Environmental Conference 12-14 May 2021; Khonkaen, Thailand, pp. 158-163.

Muangnak N., Sirawattananon C., Oza M.G., Sukthanapirat R. (2021) Comparative Study Considering Garbage Classification Using In-Depth Learning Techniques. In: Meesad P., Sodsee D.S., Jitsakul W., Tangwannawit S. (eds) Recent Advances in Information and Communication Technology 2021. IC2IT 2021. Lecture Notes in Networks and Systems, vol 251. Springer, pp 169-180, Cham. https://doi.org/10.1007/978-3-030-79757-7_17

Mongkhonsakunrit K, Muangnak N, Suenborae J, Moolkoet R. Automatic Image-based Classification for Separating Garbage via Embedded System. in Proceeding of The 8th ASEAN Undergraduate Conference In Computing 14-16 February 2020; Bangkok, Thailand, pp. 429-434.

Muangnak N. Towards an effective classroom integrated design thinking real-life examples in education. in Proceeding of The International Conference on e-Commerce, e-Administration, e-Society, e-Education, and e-Technology (e-CASE 2019), 1 - 3 April 2019, Fukuoka, Japan, pp. 253-258.

Saetang S, Muangnak N. A hackathon: learning and working space to gain start-up creative ideas. in Proceeding of The International Conference on e-Commerce, e-Administration, e-Society, e-Education, and e-Technology (e-CASE 2019), 1 - 3 April 2019, Fukuoka, Japan, pp. 207-210.

Preecha-amornkul T, Muangnak N, Wongruen W. Line Messaging API integrated semi-automatic conversational agent for notification system. Poster presented at: The 7th ASEAN Undergraduate Conference In Computing 22-24 March 2019; Chiang Rai, Thailand.

Khamwangchai P, Muangnak N, Auksornsak W. An ideal voice-controlled smart home enable daily life with Internet of Things. Poster presented at: The 7th ASEAN Undergraduate Conference In Computing 22-24 March 2019; Chiang Rai, Thailand.

Muangnak N, Automatic Scale Selection and Multifocal Imaging for Object Detection using Depth-of-Field Extension, 2019 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT-NCON), Nan, Thailand, 2019, pp. 326-330. doi: 10.1109/ECTI-NCON.2019.8692271. <Scopus indexed>

Tangseng P, Muangnak N, Aimmanee P, Makhanov S. A study of retinal blood vessel clustering for finding the main vessel convergence. in Proceedings of The Second Asian Conference on Information Systems (ACIS 2013) [CD-ROM], 31 October – 2 November 2013, Phuket, Thailand.

Prukpaiboon N, Chotvijit S, Muangnak N, Aimmanee P. Comparative study of initial seed point required approaches with the use of vessel distance hint for OD boundary detection. in Proceedings of The Second Asian Conference on Information Systems (ACIS 2013) [CD-ROM], 31 October – 2 November 2013, Phuket, Thailand.

Muangnak N, Aimmanee P, Makhanov S, Uyyanonvara B. An improved optic disc detection on low quality retinal images with entropy thresholding. in Proceedings of The Third International Conference of Information and Communication Technology for Embedded Systems (ICICTES 2012) [CD-ROM], 22-24 March 2012, Bangkok, Thailand.

Bornschlegel T, Muangnak N, Aimmanee P, Makhanov S, Uyyanonvara B. Finding curves’ convergence using Delaunay search. in Proceedings of The First ASIAN Conference on Information Systems (ACIS 2012) [CD-ROM], 6-8 December 2012, Siem Reap, Cambodia.

Muangnak N, Pukdee W, Hengsanunkun T. Classification students with learning disabilities using Naive Bayes classifier and decision tree. in Proceedings of The Sixth International Conference on Networked Computing and Advanced Information Management (NCM2010), IEEE, pp. 189-192, 16-18 August 2010, Seoul, South Korea.