INTELLECTUAL CONTRIBUTIONS
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Peer-Reviewed Journal Articles
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"How Consumer Preference Determines Site Selection in a Metropolitan Setting: Analysis of Retailer Perspective to Stay Ahead of the Competition in the Aftermath of a Large-Scale Crisis", Journal of Retailing and Consumer Services, 78 : 103704, May.2024, (Tiyachareonsri,S., Chavarnakul,T., Chandrachai,A., Triukose,S.).
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"Exploring the Determinants and Consequences of Task-Technology Fit: A Meta-Analytic Structural Equation Modeling Perspective", Emerging Science Journal, 8(1) : 77-94, Feb.2024, (Chavarnakul T., Lin Y.C., Khan A., Chen S.C.).
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"Adaptive Big Data Maturity Model Using Latent Class Analysis for Small and Medium Businesses in Thailand", Expert Systems with Applications, 206 : 117965, Nov.2022, (Limpeeticharoenchot, S., Cooharojananone, N., Chavarnakul, T., Charoenruk, N., Atchariyachanvanich, K.).
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"Enhancing Competiveness by Innovative Inventory Pooling System for Multi Retailers", International Journal of Business Innovation and Research, 25(4) : 453-474, Aug.2021, (Chavarnakul, T., Chandrachai, A., Sinthupinyo, S., Phatanarajata, L.).
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"Deep Learning-Based Visual Defect-Inspection System for Reinforced Concrete Bridge Substructure: A Case of Thailand’s Department of Highways", Journal of Civil Structural Health Monitoring, 11 : 949-965, May.2021, (Kruachottikul, P., Cooharojananone, N., Phanomchoeng, G., Chavarnakul, T., Kovitanggoon, K., Trakulwaranont, D.).
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"Innovative Mobile Application for Measuring Big Data Maturity: Case of SMEs in Thailand", International Journal of Interactive Mobile Technologies, 14 : 18, Dec.2020, (Limpeeticharoenchot, S., Cooharojananone, N., Chavarnakul, T., Atchariyachanvanich, K.).
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"Market Opportunity Analysis in Thailand: Case of Individual Power Sources by Thermoelectric-Generator Technology for Portable Electronics", International Journal of Innovation and Technology Management, 16(3)May.2019, (Maolikul, S., Chavarnakul, T., Kiatgamolchai, S.).
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"Innovative Inventory Pooling System Based on Computing and Optimization Techniques", International Journal of Machine Learning and Computing (IJMLC), 9(2) : 168-173, Dec.2018-Apr.2019, (Phatanarajata, L., Sinthupinyo, S., Chandrachai, A., Chavarnakul, T.).
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"Low-Power Energy Harvesting of Thermoelectric Battery Charger with Step-Up DC-DC Converter: Applicable Case Study for Personal Electronic Gadgets", Journal of Energy Engineering, 143(4) : Article number 05017001, Mar.2016-Aug.2017, (Maolikul, S., Kiatgamolchai, S., Chavarnakul, T.).
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"Factors Influencing Innovative Inventory Pooling System (IIPS) Adoption for Retail Entrepreneurs in Thailand", Journal of Advanced Management Science, 4(6) : 457-461, Nov.2016, (Phatanarajata, L., Sinthupinyo, S., Chandrachai, A., Chavarnakul, T.).
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"Thermoelectric - Generator - Based Power Supply for Portable Consumer Electronic Devices: A Market Insight for Business Opportunity in Thailand", International Journal of Management and Innovation (Acceptance Letter), 2014, (Maolikul, S., Chavarnakul, T., Kiatgamolchai, S.).
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"The Study of Factors Influencing the Decision to Select The Use of Oil Sorbent in Thailand", IRACST- International Journal of Research in Management & Technology (IJRMT), 2(6) : 603-608, Dec.2012, (Senanurakwarkul, C., Chavarnakul, T.).
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"A hybrid stock trading system for intellignent technical analysis-based equivolume charting", Neurocomputing, 72(16-18) : 3517-3528, Jul.2009-Oct.2009, (Chavarnakul , Thira).
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"Intelligent Technical Analysis Based Equivolume Charting for Stock Trading using Neural Networks", Expert Systems with Applications, 34(2) : 1004-1017, Feb.2008, (Chavarnakul, T., Enke, D.).
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Editorial-Reviewed Journal Articles
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Peer-Reviewed Academic/Professional Meeting Proceedings
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"Applications of Machine Learning Methods in Humanitarian Supply Chain – A Systematic Literature Review"Proceedings of the 28th International Symposium on Logistics (ISL 2024), The Institute for Advanced Manufacturing, The University of Nottingham, UKJul.2024-Jul.2024, (Anjomshoaea, A., Aghaabbasib, M., Chavarnakul, T., Banomyongd, R.).
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"The Shift Towards Data-Driven Organizations in the Thai Media Industry: A Framework for Adaptation and Transformation"2024 IEEE 10th International Conference on Applied System Innovation (IEEE ICASI 2024), Kyoto, Japan, 17-21 April 2024, International (Taiwanese) Institute of Knowledge Innovation, ITIKIApr.2024, (Sangkittiwan, J., Cooharojananone, N., Chavarnakul, T., Taiphapoon, T.).
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"The Purchase Intentions towards Functional Food: A Systematic Review of the Literature"41st IBIMA Business, Marketing, Management, and Human Resources Conference" by International Business Information Management Association (IBIMA), International Business Information Management AssociationJun.2023, (Suriwong, P., Suppavorasatit, I., Chavarnakul, T.).
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"Forecasting dinning times in a full-service Thai hotpot restaurant Using Random Forest Classifier"2023 the 8th International Conference on Mathematics and Artificial Intelligence (ICMAI), Chongqing, China, April 2023, Association for Computing MachineryApr.2023, (Kongnim, P.,Cooharojananone, N., Chavarnakul, T.).
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"Exploratory Factor Analysis of Retail Site Selection in the Metropolitan Area from the Retailer's Perspective"international conference on engineering social sciences and humanities 2023, Institute for Engineering Research and Publication (IFERP) Philippines SocietyMar.2023, (Tiyachareonsri, S., Chavarnakul, T., Chandrachai, A., Triukose, S.).
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"Survey of factors affecting intention to use IoT in Thailand"ISPIM Connects Bangkok conference 2020, 12, ISPIMMar.2020, (Antarasena, C., Tanlamaib, U., Chavarnakul, T.).
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"Factor Effecting the Internet of Things Technology Adoption in Supply Chain"4th Belt and Road Initiative Conference 2019, 14, ASIAN LOGISTICS ROUND TABLE (ALRT)Aug.2019, (Antarasena, C., Tanlamaib, U., Chavarnakul, T.).
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"Bridge Sub Structure Defect Inspection Assistance by using Deep Learning"2019 IEEE 10th International Conference on Awareness Science and Technology (iCAST), 6, IEEE, Morioka, Japan Oct.2019, (Kruachottikul, P., Cooharojananone,N., Phanomchoeng, G., Chavarnakul, T., Kovitanggoon, K., Trakulwaranont, D., Atchariyachanvanich, K.).
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"Classifying Attitudes of Thai Business Organizations Toward the Perceived Benefit of Customer Predictive Analytics"The proceedings of the 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, Toyama, Japan Dec.2018, (Limpeeticharoenchot, S., Cooharojananone, N., Chavarnakul, T., Atchariyachanvanich, K.).
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"Factors affecting information-seeking behavior and decision making for purchasing architectural materials of architects"the 4th Proceedings Conference of Management Sciences, Sukhothai Thammathirat Open UniversityAug.2017, (Rojrattanakiat, P., Chavarnakul, T.).
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"A Survey on Outcomes Evaluation of Sustainable Competitive Advantage Gained Through Logistics and Supply Chain Strategy of Business in Thailand"Proceeding of the IAME 2012 Conference, Taipei, Taiwan Sep.2012, (Suthiwartnarueput, K., Setamanit, S., Mokkhamakkul, T., Chavarnakul, T., Visamitanan, K.).
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"Architectural Innovation Foresight of Thermoelectric Generator Charger Integrated Portable Power Supply for Portable Consumer Electronic Device in Metropolitan Market: The Case Study of Thailand"Proceedings of the 9th European Conference on Thermoelectrics, 1449, 528-531, CD-ROM. 9TH EUROPEAN CONFERENCE ON THEMOELECTRICS: ECT2011. AIP Conference Proceedings Sep.2012, (Maolikul, S., Kiatgamolchai, S., Chavarnakul, T.).
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"A Neuro-Fuzzy Ease of Movement for Intelligent Trading Decisions"Proceeding of the IIE Research Conference and Exhibition, CD-ROM Jun.2010, (Chavarnakul, T., Suksawat, N., Ayadhya, W.).
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"Goal Programming in Operational Intermodal Routing Decisions Problem"The 3rd Technology and Innovation for Sustainable Development International Conference (peer reviewed), Faculty of Engineering Korn kaen Unversity, Thailand, Thailand Mar.2010, (Suksawat Na. Ayudhaya, W., Chavarnakul, T.).
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"Stock Trading using Neural Networks and The Ease of Movement Technical Indicator"The Institue of Industrial Engineers Research Conference and Exhibition (peer reviewed), CD-ROM, FL, USA May.2006, (Chavarnakul, T., Enke, D.).
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"Neuro-Fuzzy Volume Adjusted Moving Averages for Intelligent Trading Decisions"The American Society for Engineering Mangement Conference (peer reviewed), CD-ROM, American Society for Engineering Management, USA, AL, USA Oct.2006, (Chavarnakul, T., Enke, D.).
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"Stock Trading using Neural Networks and Volume Adjusted Moving Averages"Intelligent Engineering Systems Through Artificial Neural Networks (peer reviewed), 635-643, Department of Engineering Management and Systems Engineering, The University of Missouri-Rolla,The Artificial Neural Networks in Engineering Conference (ANNIE’05), MO, USA Nov.2005, (Chavarnakul, T., Enke, D.).
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"An Application of Neural Networks with the Bollinger Band Technical Indicator for Stock Trading"Intelligent Engineering Systems Through Artificial Neural Networks (peer reviewed), 14, 723-728, Department of Engineering Management and Systems Engineering, The University of Missouri-Rolla, The Artificial Neural Networks in Engineering Conference (ANNIE’04)Nov.2004, (Chavarnakul, T., Enke, D., Chafin, R.).
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Peer-Reviewed Academic/Professional Meeting Presentations
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Competitive Research Awards Received
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Professional Practice Standards or Public Policies
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Non Peer-Reviewed Journals and Articles
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"Intelligent Hybrid Stock Trading System for Technical Analysis Based Equivolume Charting"2000
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Non Peer-Reviewed Proceedings Published
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Non Peer-Reviewed Academic/Professional Meeting Presentations
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Academic Promotion Materials
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Reviews of Peer-Reviewed Journals
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