รศ.ดร.สุพัตรา พุฒิเนาวรัตน์

Assoc. Prof. Dr.SUPATTRA PUTTINAOVARAT

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E-mail:

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Education

• 2015 วส.ด. (วิทยาการสารสนเทศ) มหาวิทยาลัยเทคโนโลยีสุรนารี, Thailand

Publication

• Supattra Puttinaovarat. 2024. "Eco-Friendly Office Platform: Leveraging Machine Learning and GIS for Carbon Footprint Management and Green Space Analysis". Sustainability, 16 (Article number : 9424) : 1-20
• Supattra Puttinaovarat. 2021. "A Digital Micro-Game Approach to Improve the Learning of Hand-Weaving Art and History". International Journal of Emerging Technologies in Learning, 16 (8) : 4-19
• Supattra Puttinaovarat. 2022. "E-service Portal for Freelance Community: Case Study in Photography Business". International Journal of Electrical and Computer Engineering, 12 (2) : 1759-1767
• Supattra Puttinaovarat. 2021. "Machine Learning Based Emergency Patient Classification System". International journal of online and biomedical engineering, 17 (5) : 133-146
• Supattra Puttinaovarat. 2021. "Land Use and Land Cover Change Detection for Water Yield Estimation using Remote Sensing Data in Batu Pahat, Johor". International Journal on Advanced Science, Engineering and Information Technology, 11 (4) : 1543-1548
• Supattra Puttinaovarat. 2021. "RISK MAP OF DENGUE CASE IN THE SOUTHERNMOST PROVINCES OF THAILAND USING A MACHINE LEARNING". Turkish Journal of Physiotherapy and Rehabilitation, 32 (3) : 10884-10890
• Supattra Puttinaovarat. 2021. "Dengue Transmission Mapping with Weather-Based Predictive Model in Three Southernmost Provinces of Thailand". SUSTAINABILITY, 13 (12 Article Number: 6754) : 1-15
• Supattra Puttinaovarat. 2021. "River classification and change detection from landsat images by using a river classification toolbox". IAES International Journal of Artificial Intelligence, 10 (4) : 948-959
• Supattra Puttinaovarat. 2021. "Online Learning Management During COVID-19 Pandemic: A Case Study of Geoinformatics Course Based on Cloud Application". TEM Journal, 10 (3) : 1104-1111
• Supattra Puttinaovarat. 2021. "Intelligent Dust Monitoring Application in Patient Room". International journal of online and biomedical engineering, 17 (10) : 71-81
• Supattra Puttinaovarat. 2021. "A geospatial database management system for the collection of medicinal plants". Geospatial Health, 16 (2 Article number : 998) : 1-10
• Supattra Puttinaovarat. 2022. "A Geospatial Platform for Crowdsourcing Green Space Area Management Using GIS and Deep Learning Classification". ISPRS International Journal of Geo-Information, 11 (3 Article number : 208) : 1-19
• Supattra Puttinaovarat. 2022. "Stroke Risk Assessment and Emergency Mobile Application in a Hospital in Thailand". Iranian Journal of Public Health, 51 (4) : 797-807
• Supattra Puttinaovarat. 2022. "Coral Reef Bleaching under Climate Change: Prediction Modeling and Machine Learning". Sustainability, 14 (10 Article number : 6161) : 1-13
• Supattra Puttinaovarat. 2022. "Forecast Coral Bleaching by Machine Learnings of Remotely Sensed Geospatial Data". International Journal of Design and Nature and Ecodynamics, 17 (3) : 423-431
• Supattra Puttinaovarat. 2022. "Indoor Navigation Application in Shopping Mall Based on Augmented Reality (AR)". TEM Journal, 11 (3) : 1119-1127
• Supattra Puttinaovarat. 2022. "Flood Damage Assessment Geospatial Application Using Geoinformatics and Deep Learning Classification". International Journal of Interactive Mobile Technologies, 16 (21) : 71-97
• Supattra Puttinaovarat. 2023. "COVID-19 Vaccine Tracking Geospatial Application using GIS and GPS". TEM Journal, 12 (2) : 603-613
• Supattra Puttinaovarat. 2023. "The Digital Game for Curriculum Public Relations (PR) and Learning Using Unity3D". International Journal of Interactive Mobile Technologies, 17 (14) : 81-100
• Supattra Puttinaovarat. 2023. "A Geospatial Donation Platform for COVID-19 and Beyond, Leveraging Location – Based Services and Geofencing". TEM Journal, 12 (3) : 1902-1913
• Supattra Puttinaovarat. 2023. "Development and Application of a Real-Time GIS Digital Platform for Landslide Risk Analysis". International Journal of Sustainable Development and Planning, 18 (10) : 3015-3024
• Supattra Puttinaovarat. 2025. "Land use and land cover classification from satellite images based on ensemble machine learning and crowdsourcing data verification ". International Journal of Cartography, 11 (1) : 3-23
• Supattra Puttinaovarat. 2025. "Phygital Experience Platform for Textile Exhibitions in Small Local Museums". Heritage, 8 (1) : 1-21
• Supattra Puttinaovarat. 2024. "Real-Time Threat Prevention System for Mitigating Intrusions by Dogs in Livestock Farming using IoT and Machine Learning". TEM Journal, 13 (2) : 966-975
• Supattra Puttinaovarat. 2024. "Oil Palm Bunch Ripeness Classification and Plantation Verification Platform: Leveraging Deep Learning and Geospatial Analysis and Visualization". ISPRS International Journal of Geo-Information, 13 (5) : 1-25
• Supattra Puttinaovarat. 2024. "Mobile Web Application for Durian Orchard Management and Geospatial Data Visualization Using Deep Learning". TEM Journal, 13 (3) : 1837-1848
• Supattra Puttinaovarat. 2024. "Chatbot-mediated technology to enhance experiences in historical textile museums". Cogent Arts and Humanities, 11 (Article number : 2396206) : 1-18

Interest