ผู้ช่วยศาสตราจารย์ ดร.ทวีศักดิ์ สมานชื่น

taweesak.sam@mahidol.ac.th
081 441 4906

ผู้ช่วยศาสตราจารย์ ดร.ทวีศักดิ์ สมานชื่น

Assistant Professor Taweesak Samanchuen, Ph.D.

อาจารย์ประจำกลุ่มสาขาวิชาเทคโนโลยีการจัดการระบบสารสนเทศ

การศึกษา

  • ปร.ด. (วิศวกรรมไฟฟ้า) สถาบันเทคโนโลยีนานาชาติดสิรินธร
  • Ph. D. (Electrical Engineering) Sirindhorn International Institute of Technology Thammasat University
  • วศ.ม. (วิศวกรรมไฟฟ้า) สถาบันเทคโนโลยีนานาชาติดสิรินธร
  • M. Sc. (Electrical Engineering) Sirindhorn International Institute of Technology Thammasat University
  • วศ.บ. (วิศวกรรมอเล็กทรอนิกส์และโทรคมนาคม) มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าธนบุรี
  • B. Eng. (Honors in Electronics and Telecommunication Engineering) King Mongkut’s University of Technology Thonburi

งานวิจัยที่สนใจ

  • Image Processing
  • Machine Learning
  • Deep Learning
  • Auto ML
  • IoT
  • Wireless Sensor Network
  • Wireless Communication
  • Decision support
  • Analytic Hierarchy Process (AHP)
  • Embedded Systems
  • NLP

บทความวิชาการ

INTERNATIONAL JOURNALS

  • Chuaphun, P. and Samanchuen, T. “Exploring success factors and relationships in virtual
    learning using ISM and fuzzy MICMAC analysis,” Heliyon, 2024, Mar 18, https://doi.org/10.1016/j.heliyon.2024.e28100.
  • Latha, D.S. and Samanchuen, T. “Revolutionizing Pharmaceutical Cold Chain Competency Framework with Reference Process Model and Reference Architecture,” HighTechand Innovation Journal, Vol. 4, No. 2, pp.387-401, 2023, https://doi.org/10.28991/HIJ-2023-04-02-011.
  • Jamrat, S., Sukasem, C., Sratthaphut, L., Hongkaew, Y. and Samanchuen, T. “A Precision Medicine Approach to Personalized Prescribing using Genetic and Nongenetic Factors for Clinical Decision-Making,” Computers in Biology and Medicine, 2023, 107329, ISSN 0010-4825, https://doi.org/10.1016/j.compbiomed.2023.107329.
  • Visitpanya, N. and Samanchuen, T. “Synthesis of Tax Return Datasets for Development
    of Tax Evasion Detection,” vol. 11, pp. 48203-48220, 2023, https://doi.org/10.1109/ACCESS.2023.3276761
  • Jaruwatanachai, P., Sukamongkol, Y. and Samanchuen, T. “Predicting and Managing EV
    Charging Demand on Electrical Grids: A Simulation-Based Approach,” Energies, Vol. 16,
    No.8, 2023:3562, https://www.mdpi.com/1996-1073/16/8/3562.
  • Latha, D.S. and Samanchuen, T. “Development of Reference Process Model and Reference
    Architecture for Pharmaceutical Cold Chain,” Sustainability, Vol. 15, No. 5, 2023:3935,
    https://doi.org/10.3390/su15053935.
  • Kasemharuethaisuk, H., Samanchuen, T. “Factors Influencing Behavior Intention in Digital
    Investment Services of Mutual Fund Distributors Adoption in Thailand,” Sustainability.
    2023; 15(3):2279. https://doi.org/10.3390/su15032279
  • Pookkaman, W., Samanchuen, T.,“An Innovation Framework of Medical Organic Cannabis
    Traceability in Digital Supply Chain,” J. Open Innov. Technol. Mark. Complex. 2022, 8,
    196. https://doi.org/10.3390/joitmc8040196
  • Muttitanon, W., Samanchuen, T. Internet Cost Reduction Using Internet Exchange Point: A Case Study of Internet Network of Thailand. Wireless Pers Commun 115, 3177–3198 (2020). https://doi.org/10.1007/s11277-020-07198-1
  • Aksornkul, M. and Samanchuen, T., “A Vendor Selection Technique Based on Analytical Hierarchy Process with Vector Analysis,” Panyapiwat Journal, Vol. 9, Supplementary, Dec 2017.
  • Chindapornsopit, A. and Samanchuen, T., “Requirement Prioritization for Software Release Planning Based on Customer Value with Analytic Hierarchy Process,” ITMSOC-IBE, Vol.1, No.1, 2016.
  • Chankrachang, J. and Samanchuen, T., “Transportation Forecasting and Effects on Thailand- Laos Border Crossing Points after Opening of The ASEAN Economic Community,” Thai Industrial Engineering Network Journal, vol.2, no. 3, pp. 41-50, 2016. (Extended from IE Network Conference 2015)
  • Samanchuen, T. and Tantaratana, S., “PN Acquisition Schemes using RAKE Structure for DS/SS Systems over a Frequency-Selective Rayleigh Fading Channel,” ECTI Trans. EEC, February 2007, Vol.5, No.1.
  • Samanchuen, T. and Tantaratana, S., “An Improved Closed-Loop Coherent Pseudo-Noise Acquisition Scheme Using an Auxiliary Sequence,” IEICE Trans. on Communications, Vol.E85-B, No.3, March 2002.
  • Samanchuen, T. and Tantaratana, S., “A Noncoherent Pseudo-Noise Acquisition Scheme for Direct-Sequence Spread-Spectrum Systems Using an Auxiliary Signal,” Thammasat International Journal of Science and Technology, Vol.4, No.3, November 1999.

INTERNATIONAL CONFERENCES

  • Visitpanya, N. and Samanchuen, T., “A Machine Learning Approach to Identifying Suspicious Tax Evasion Behavior in Public Financial Data,” 2023 8th International Conference on Business and Industrial Research (ICBIR), Bangkok, Thailand, 2023, pp. 1152-1158, doi: 10.1109/ICBIR57571.2023.10147479
  • Harnmetta,P. and Samanchuen,T., “Sentiment Analysis of Thai Stock Reviews Using
    Transformer Models,” 2022 19th International Joint Conference on Computer Science
    and Software Engineering (JCSSE), 2022, pp. 1-6, doi: 10.1109/JCSSE54890.2022.9836278.
  • Wannee,N. and Samanchuen,T., “A Flexible Water Monitoring System for Pond Aquaculture,”
    2022 International Conference on Digital Government Technology and Innovation
    (DGTi-CON), 2022, pp. 91-95, doi: 10.1109/DGTi-CON53875.2022.9849186.
  • Hassadeepong,J. and Samanchuen,T., “Design of A Curriculum for Online Competency-
    Based Training,” 2022 International Conference on Digital Government Technology and
    Innovation (DGTi-CON), 2022, pp. 86-90, doi: 10.1109/DGTi-CON53875.2022.9849203.
  • Laosim, S. and Samanchuen, T. “Classification of Pomelo Leaf Diseases Using Convolution Neural Network,” 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2021, pp. 577-580, doi: 10.1109/ECTI-CON51831.2021.9454782.
  • Han-klup, W. and Samanchuen, T. “Design and Simulation of Outbound Functions in Warehouse Operations with Queueing Theory,” 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2021, pp. 451-455, doi: 10.1109/ECTI-CON51831.2021.9454905.
  • Arjinwat, T. and Samanchuen, T.,”An Improvement of Network Routing Protocol with K-Means Clustering for Reactive Wireless Sensor Networks,” 2021 4th International Conference on Circuits, Systems and Simulation (ICCSS), 2021, pp. 173-177, doi: 10.1109/ICCSS51193.2021.9464187.
  • Leksrisawat , C. and Samanchuen, T., “An Integration of Personal Health Device and HL7 FHIR Using CoAP,” 2021 4th International Conference on Circuits, Systems and Simulation (ICCSS), 2021, pp. 1-5, doi: 10.1109/ICCSS51193.2021.9464189.
  • Nuengphasuk, M. and Samanchuen, T., “Selection of Logistics Service Provider for e-Commerce Using AHP and TOPSIS: A Case Study of SMEs in Thailand” Proceedings of The 4th Technology Innovation Management and Engineering Science International Conference (TIMES-iCON), Bangkok, Thailand, Dec. 11-13, 2019, pp.1-5.
  • Samanchuen,T., Jirasereeamornkuly, K., Ekkaravarodomez, C., and Singhavilai, T. , “A Review of Wireless Power Transfer for Electric Vehicles: Technologies and Standards,” Proceedings of The 4th Technology Innovation Management and Engineering Science International Conference (TIMES-iCON), Bangkok, Thailand, Dec. 11-13, 2019, pp.1-5.
  • Siangchin, N. and Samanchuen, T., “Chatbot Implementation for ICD-10 Recommendation System,” Proceedings of International Conference on Engineering, Science, and Industrial Applications (ICESI), Tokyo, Japan, 2019, pp. 1-6.
  • Rosruen, N. and Samanchuen, T., “Chatbot Utilization for Medical Consultant System,” Proceedings of The 3rd Technology Innovation Management and Engineering Science International Conference (TIMES-iCON), Bangkok, Thailand, Dec. 12, 2018, pp.1-5.
  • Muttitanon, W. and Samanchuen, T., “An Analysis of Operational Cost of Internet Exchange Point Service,” Proceedings of The 21st International Symposium on Wireless Personal Multimedia Communications, Chiangrai, Thailand Nov. 25, 2018, pp.467-471.
  • Sirichanon, V. , Samanchuen, T. and Darakorn Na Ayuthaya, S., “An Integration of Open Source ERP and Internet of Things Cloud Platforms for Small and Medium Enterprises,” Proceedings of The 33rd International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC2018), Bangkok, Thailand, July 4-7, 2018.
  • Tasnawijitwong, S. and Samanchuen, T., “Open Source ERP Selection for Small and Medium Enterprises by Using Analytic Hierarchy Process,” Proceedings of The 5th International Conference on Business and Industrial Research (ICBIR),  Bangkok, Thailand, May 17- 18, 2018.
  • Chuaphun, P. and Samanchuen, T., “An Improved Technique of Competence Analysis for Occupational Standard Development,” Proceedings of The 3rd International Conference on Digital Arts, Media and Technology, Chiangrai, Thailand, February 25-28, 2018.
  • Kiattisin, S. and Samanchuen, T., “Estimation of the Number of Call Center Agents by Using Erlang C Model: A Case Study of Call Center, Department of The Land Transport, Thailand,” Proceedings of The 20th International Symposium on Wireless Personal Multimedia Communications (WPMC-2017), Yogyakarta, Indonesia, December 17-20, 2017.
  • Montha, S. and Samanchuen, T., “Implementation of LATEX Class for Academic Writing Purposes,” Proceedings of Technology Innovation Management and Engineering Science international conference (TIMES-iCON2016), Bangkok, Thailand, November 20-21, 2017.
  • Samanchuen, T., “An Energy Efficient Routing Protocol with Stable Cluster Head for Reactive Wireless Sensor Networks,” Proceedings of Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2016 Asia-Pacific, December 13, 2016.
  • Nuamdee, A.and Samanchuen, T., “Performance Comparison of PHP Frameworks,” Proceedings of Technology Innovation Management and Engineering Science international conference (TIMES-iCON2016), Bangkok, Thailand, November 28-30, 2016.
  • Nuttawech, T. and Samanchuen, T., “Customer Satisfaction on Contents and Types in Social Media Marketing: A Case Study of Expedia.co.th,” Proceedings of Technology Innovation Management and Engineering Science international conference (TIMES-iCON2016), Bangkok, Thailand, November 28-30, 2016.
  • Chaiyanont, A., Samanchuen, T. and Kiattisin, S., “Factors Analysis of Bleeding after Air Release from Transradial Band in Cardiac Catheterization Procedure via Radial Artery Using Decision Tree Technique,” Proceedings of The 38th international Graduate Research Conference, Phitsanulok, Thailand, February 19-20, 2016.
  • Chankrachang, J. and Samanchuen, T., “Transportation Forecasting and Effects on Thailand- Laos Border Crossing Points after Opening of The ASEAN Economic Community,” Proceedings of IE Network Conference 2015 Bangkok, Thailand, August 6-7, 2015.
  • Samanchuen, T. and Kiattisin, S. “Implementation and Quality Evaluation of Video Telephony Using Session Initiation Protocol,” Proceedings of APSIPA 2014, Siem Reap, Cambodia, December 9-12, 2014.
  • Phengthong, A., Samanchuen, T., Kiattisin, S. and Leelasantitham, A., “An Optimization of Customer Visit Routing for Salesperson Using GIS and OD Cost Matrix: A Case Study of Transportation Company,” Proceedings of ITC-CSCC 2014, Phuket, Thailand, July 1-4, 2014.
  • Samanchuen, T. and Tantaratana, S.,“Performance of a delay-locked-loop symbol tracking system for MC-CDMA,” Proceedings of Asia-Pacific Conference on Communications (APCC 2007), Bangkok, Thailand, October 18-20, 2007, pp.327-330.
  • Samanchuen, T. and Tantaratana, S., “Symbol Synchronization for MC-CDMA Using a Timing Estimator and a Delay Locked Loop,” Proceedings of ISCIT2005, Beijing, China, October 12-14, 2005.
  • Samanchuen, T. and Tantaratana, S., “Symbol Synchronization for MC-CDMA Systems Using Frequency Diversity,” Proceedings of (ITC-CSCC 2004), Sendai/Matsushima, Japan, (CD-ROM), July 6-8, 2004, pp. 7F2P-15-1 to 7F2P-15-4.
  • Samanchuen, T. and Tantaratana, S., “PN Acquisition Scheme using RAKE Structure with Noise-Only Detection for DS/SS Communications in Frequency-Selective Rayleigh Fading Channel,” Proceedings of ISCIT2003, Songkhla, Thailand, September 2003.
  • Samanchuen, T. and Tantaratana, S., “A PN Acquisition Scheme Using RAKE Receiver and Double-Dwell Techniques for DS/SS Communications in Frequency-Selective Rayleigh Fading Channel,” Proceedings of ITC-CSCC2002, Phuket, Thailand, July 2002.
  • Pitakdumrongkija, B., Bunying P., Oo Maung, T. and Samanchuen, T., “An Implementation of WCDMA PN Sequence Synchronization Process,” Proceedings of ISCIT2002, Chonburi, Thailand, October 2002.
  • Samanchuen, T. and Tantaratana, S., “An Improved Pseudo-Noise Acquisition Scheme for DS/SS Communications in Frequency-Selective Rayleigh Fading Channel,” Proceedings of ITC-CSCC2001, Tokushima, Japan, July 2001, pp.80-84.
  • Samanchuen, T. and Tantaratana, S., “A Rapid Coherent Pseudo-Noise Scheme for Direct-Sequence Spread-Spectrum Systems Using a New Auxiliary Sequence,” Proceedings of ITC-CSCC’99, Sado, Nigata, Japan, July 1999, pp.181-184.
  • Samanchuen, T. and Tantaratana, S., “A Closed-Loop Noncoherent Pseudo-Noise Acquisition Scheme for Direct-Sequence Spread-Spectrum Systems,” Proceedings of The 1998 IEEE Asia-Pacific Conference on Circuit and Systems, November 1998, pp.97-100.

NATIONAL JOURNALS

NATIONAL CONFERENCES

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