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[J] Tanawongsuwan R., Phongsuphap S., Mongkolwat P.Evaluating Trust in CNN Transfer Learning with Flower Image Classification via Heatmap-Based XAIECTI Transactions on Computer and Information Technology. July 2025, Volume 19, Issue 3, Pages 392-405.
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[J] Pornprasertsuk-Damrongsri S., Vachmanus S., Papasratorn D., Kitisubkanchana J., Chaikantha S., Arayasantiparb R., Mongkolwat P.Clinical application of deep learning for enhanced multistage caries detection in panoramic radiographsScientific Reports. December 2025, Volume 15, Issue 1, Article number 33491
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[J] Beheshti M., Naeimi T., Hudson T.E., Feng C., Mongkolwat P., Riewpaiboon W., Seiple W., Vedanthan R., Rizzo J.-R.A Smart Service System for Spatial Intelligence and Onboard Navigation for Individuals with Visual Impairment (VIS4ION Thailand): study protocol of a randomized controlled trial of visually impaired students at the Ratchasuda College, ThailandTrials. 2023; 24(1)
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[C] Damkham W., Thaipisutikul T., Supratak A., Kraisangka J., Mongkolwat P., Wang J.-C.Automated COVID-19 screening framework via Deep Convolutional Neural Network with Chest X-ray Medical Images6th International Conference on Information Technology, InCIT 2022. 2022; 96-99
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[C] Thaipisutikul T., Shih T.K., Enkhbat A., Aditya W., Shih H.-C., Mongkolwat P.Beyond fear go viral: A machine learning study on infodemic detection during covid-19 pandemicKST 2022 - 2022 14th International Conference on Knowledge and Smart Technology. 2022; 1-6
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[C] Sittirit N., Mongkolwat P., Thaipisutikul T., Supratak A., Chen Z.-S., Wang J.-C.Fingerprint Liveness Detection with Voting Ensemble Classifier6th International Conference on Information Technology, InCIT 2022. 2022; 105-110
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[J] Yang A., Beheshti M., Hudson T.E., Vedanthan R., Riewpaiboon W., Mongkolwat P., Feng C., Rizzo J.-R.UNav: An Infrastructure-Independent Vision-Based Navigation System for People with Blindness and Low VisionSensors. 2022; 22(22)
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[J] Bai X., Wang H., Ma L., Xu Y., Gan J., Fan Z., Yang F., Ma K., Yang J., Bai S., Shu C., Zou X., Huang R., Zhang C., Liu X., Tu D., Xu C., Zhang W., Wang X., Chen A., Zeng Y., Yang D., Wang M.-W., Holalkere N., Halin N.J., Kamel I.R., Wu J., Peng X., Wang X., Shao J., Mongkolwat P., Zhang J., Liu W., Roberts M., Teng Z., Beer L., Sanchez L.E., Sala E., Rubin D.L., Weller A., Lasenby J., Zheng C., Wang J., Li Z., Sch?nlieb C., Xia T.Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligenceNature Machine Intelligence. 2021; 3(12):1081-1089
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[J] Hu C.-L., Kuo L.-X., Chen Y.-H., Tantidham T., Mongkolwat P.QoS-prioritised media delivery with adaptive data throughput in IoT-based home networksInternational Journal of Web and Grid Services. 2021; 17(1):60-80
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[C] Rizzo J.-R., Feng C., Riewpaiboon W., Mongkolwat P.A Low-Vision Navigation Platform for Economies in Transition CountriesProceedings - 2020 IEEE World Congress on Services, SERVICES 2020. 2020; 1-3
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[C] Bamrung C., Kamintra W., Hui L., Hu C.-L., Tantidham T., Mongkolwat P.Self-Organized Unstructured Network Architecture for Device and Service Deployment in Smart HomeLifeTech 2020 - 2020 IEEE 2nd Global Conference on Life Sciences and Technologies. 2020; 288-289
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[C] Konngern S., Kaibutr N., Konru N., Tantidham T., Hu C.-L., Thaipisutikul T., Shih T.K., Mongkolwat P.Assistive robot with action planner and schedule for familyProceedings - 2019 12th International Conference on Ubi-Media Computing, Ubi-Media 2019. 2019; 171-176
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[C] Hu C.-L., Guo L., Hui L., Yimwadsana B., Tantidham T., Sanghlao S., Mongkolwat P.Media transfer with dynamic bandwidth adjustment in IoT-based home networksProceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018. 2019; 46-53
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[C] Thaipisutikul T., Chen Y.-C., Hui L., Chen S.-C., Mongkolwat P., Shih T.K.The matter of deep reinforcement learning towards practical ai applicationsProceedings - 2019 12th International Conference on Ubi-Media Computing, Ubi-Media 2019. 2019; 24-29
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[C] Hu C.-L., Bamrung C., Kamintra W., Ruengittinun S., Mongkolwat P., Hui L., Lo S.-H.Using Camera Array to Detect Elderly Falling and Distribute Alerting Media for Smart Home CareProceedings of the 2019 8th International Conference on Innovation, Communication and Engineering, ICICE 2019. 2019; 98-101
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[C] Eiamboonsert P., Taongern S., Nuamsiri W., Pengsart P., Mongkolwat P.DCollective: A Configurable Electronic Data Collection Form and Information DashboardProceeding of 2018 15th International Joint Conference on Computer Science and Software Engineering, JCSSE 2018. 2018;
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[C] Hu C.-L., Chan T.-K., Wen Y.-C., Tantidham T., Sanghlao S., Yimwadsana B., Mongkolwat P.IoT-based LED lighting control in smart homeProceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018. 2018; 877-880
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[C] Roongsangjan S., Sunetnanta T., Mongkolwat P.Structuring the Knowledge for Software Process Appraisal towards Semi-Automated SupportProceedings - Asia-Pacific Software Engineering Conference, APSEC. 2018; 2017 731-736
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[J] Owolabi M., Ogbole G., Akinyemi R., Salaam K., Akpa O., Mongkolwat P., Omisore A., Agunloye A., Efidi R., Odo J., Makanjuola A., Akpalu A., Sarfo F., Owolabi L., Obiako R., Wahab K., Sanya E., Adebayo P., Komolafe M., Adeoye A.M., Fawale M.B., Akinyemi J., Osaigbovo G., Sunmonu T., Olowoyo P., Chukwuonye I., Obiabo Y., Ibinaiye P., Dambatta A., Mensah Y., Abdul S., Olabinri E., Ikubor J., Oyinloye O., Odunlami F., Melikam E., Saulson R., Kolo P., Ogunniyi A., Ovbiagele B.Development and Reliability of a User-Friendly Multicenter Phenotyping Application for Hemorrhagic and Ischemic StrokeJournal of Stroke and Cerebrovascular Diseases. 2017; 26(11):2662-2670
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[C] Roongsangjan S., Sunetnanta T., Mongkolwat P.Multi-level compliance measurements for software process appraisalCEUR Workshop Proceedings. 2017; 2017:22-29
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