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Assoc. Prof. Dr. Sarana Nutanong

Educational Background

  • Ph.D. in Computer Science, University of Melbourne
  • M.Sc. in Software Systems Engineering, University of Melbourne
  • B.Eng in Computer Engineering (Honors), 2003 Department of Electrical Engineering, University of Melbourne

Academic Experiences

  • Course Lecturer of Database Systems, 2015-2016 Department of Computer Science, City Univerisity of Hong Kong
  • Course Lecturer of Data-Intensive Computing, 2014-2016 Department of Computer Science, City Univerisity of Hong Kong
  • Head Teaching Assistant of Networks and Communications, 2005-2008 Department of Computer Science and Software Engineering, University of Melbourne
  • Head Teaching Assistant of Managerial Decision Analysis, 2006-2007 Department of Management and Marketing, University of Melbourne
  • Teaching Assistant of Algorithmic Problem Solving, 2006-2007 Department of Computer Science and Software Engineering, University of Melbourne

Research Experiences

  • Associate Professor, 2018-present, School of Information Science and Technology, Vidyasirimedhi Institute of Science and Technology Areas of Research: Data Engineering, Scalable Machine Learning
  • Assistant Professor, 2014-2018, Department of Computer Science, City University of Hong Kong Areas of Research: Scientific data managements, Scalable Query Processing
  • Assistant Research Scientist, 2012-2013, Department of Computer Science, Johns Hopkins University and Department of Physiology, Johns Hopkins Medical Institutions Areas of Research: Protein simulation control
  • Postdoctoral Research Associate, 2010-2012, Institute for Advanced Computer Studies, Department of Computer Science, University of Maryland Area of research: Spatial query processing
  • PhD Candidate and Research Assistant, 2004-2010, Department of Computer Science and Software Engineering, University of Melbourne Area of research: Spatial Database Systems and Spatial Query Processing

Research Award

    Research Interest

    • Incremental Query Processing
    • Large-scale Scientific Databases
    • Distributed Systems

    Research Experiences

    • Associate Professor, 2018-present, School of Information Science and Technology, Vidyasirimedhi Institute of Science and Technology Areas of Research: Data Engineering, Scalable Machine Learning
    • Assistant Professor, 2014-2018, Department of Computer Science, City University of Hong Kong Areas of Research: Scientific data managements, Scalable Query Processing
    • Assistant Research Scientist, 2012-2013, Department of Computer Science, Johns Hopkins University and Department of Physiology, Johns Hopkins Medical Institutions Areas of Research: Protein simulation control
    • Postdoctoral Research Associate, 2010-2012, Institute for Advanced Computer Studies, Department of Computer Science, University of Maryland Area of research: Spatial query processing
    • PhD Candidate and Research Assistant, 2004-2010, Department of Computer Science and Software Engineering, University of Melbourne Area of research: Spatial Database Systems and Spatial Query Processing

    Recent Publication

    Assoc. Prof. Dr. Sarana Nutanong, Acting Dean of School
    Article • Journal
    Assisting Multitargeted Ligand Affinity Prediction of Receptor Tyrosine Kinases Associated Nonsmall Cell Lung Cancer Treatment with Multitasking Principal Neighborhood Aggregation
    Nakarin, F., Boonpalit, K., Kinchagawat, J., ...Rungrotmongkol, T., Nutanong, S.
    Molecules, 2022 , vol. 27, no. 4,
    Conference Paper • Conference Proceeding
    AI Builders: Teaching Thai Students to Build End-to-End Machine Learning Projects Online
    Polpanumas, C., Limkonchotiwat, P., Matupumanon, B., ...Nutanong, S., Achakulvisut, T.
    TALE 2021 - IEEE International Conference on Engineering, Technology and Education, Proceedings, 2021 pp. 565-572
    Conference Paper • Conference Proceeding
    Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation
    Limkonchotiwat, P., Phatthiyaphaibun, W., Sarwar, R., Chuangsuwanich, E., Nutanong, S.
    Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2021 pp. 1003-1016
    Article • Journal
    Visual Goal Human-Robot Communication Framework with Few-Shot Learning: A Case Study in Robot Waiter System
    Sawadwuthikul G., Tothong T., Lodkaew T., Soisudarat P., Nutanong S., Manoonpong P., DIlokthanakul N.
    IEEE Transactions on Industrial Informatics, 2022 , vol. 18, no. 3, pp. 1883-1891
    Article • Journal
    Shipper Cooperation in Stochastic Drone Delivery: A Dynamic Bayesian Game Approach
    Sawadsitang S., Niyato D., Tan P.S., Wang P., Nutanong S.
    IEEE Transactions on Vehicular Technology, 2021 , vol. 70, no. 8, pp. 7437-7452
    Conference Paper • Conference Proceeding
    Self-supervised deep metric learning for pointsets
    Arsomngern P., Long C., Suwajanakorn S., Nutanong S.
    Proceedings - International Conference on Data Engineering, 2021 pp. 2171-2176
    Article • Journal
    Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation
    Arsomngern P., Long C., Suwajanakorn S., Nutanong S.
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
    Article • Journal
    A large English–Thai parallel corpus from the web and machine-generated text
    Lowphansirikul L., Polpanumas C., Rutherford A.T., Nutanong S.
    Language Resources and Evaluation, 2021
    Article • Journal
    Native Language Identification of Fluent and Advanced Non-Native Writers
    Sarwar R., Rutherford A.T., Hassan S.-U., Rakthanmanon T., Nutanong S.
    ACM Transactions on Asian and Low-Resource Language Information Processing, 2020 , vol. 19, no. 4,
    Article • Journal
    StyloThai: A scalable framework for stylometric authorship identification of Thai documents
    Sarwar R., Porthaveepong T., Rutherford A., Rakthanmanon T., Nutanong S.
    ACM Transactions on Asian and Low-Resource Language Information Processing, 2020 , vol. 19, no. 3,
    Conference Paper • Conference Proceeding
    Domain adaptation of Thai word segmentation models using stacked ensemble
    Limkonchotiwat P., Phatthiyaphaibun W., Sarwar R., Chuangsuwanich E., Nutanong S.
    EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 2020 pp. 3841-3847
    Article • Journal
    CAG : Stylometric Authorship Attribution of Multi-Author Documents Using a Co-Authorship Graph
    Sarwar R., Urailertprasert N., Vannaboot N., Yu C., Rakthanmanon T., Chuangsuwanich E., Nutanong S.
    IEEE Access, 2020 , vol. 8, pp. 18374-18393
    Conference Paper • Conference Proceeding
    Multi-objective optimization for drone delivery
    Sawadsitang S., Niyato D., Tan P.S., Wang P., Nutanong S.
    IEEE Vehicular Technology Conference, 2019
    Conference Paper • Conference Proceeding
    Joint task allocation and data delivery framework for unmanned aerial vehicles in aerial plant inspection
    Ngoenriang N., Nutanong S., Niyato D.
    IEEE Vehicular Technology Conference, 2019
    Article • Journal
    Vehdoop: A scalable analytical processing framework for vehicular sensor networks
    Nie W., Liu K., Lee V.C.S., Duan Y., Nutanong S.
    IEEE Transactions on Intelligent Transportation Systems, 2019 , vol. 20, no. 8, pp. 3104-3114
    Conference Paper • Conference Proceeding
    Online Rare Category Detection for Edge Computing
    Cui Y., Li Q., Nutanong S., Xue C.J.
    Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, 2019 pp. 1269-1272
    Conference Paper • Conference Proceeding
    A hardware-accelerated solution for hierarchical index-based merge-join (Extended Abstract)
    Zhou Z., Yu C., Nutanong S., Cui Y., Fu C., Xue C.J.
    Proceedings - International Conference on Data Engineering, 2019 pp. 2137-2138
    Article • Journal
    A fast LSH-based similarity search method for multivariate time series
    Yu C., Luo L., Chan L.L.-H., Rakthanmanon T., Nutanong S.
    Information Sciences, 2019 , vol. 476, pp. 337-356
    Article • Journal
    A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join
    Zhou Z., Yu C., Nutanong S., Cui Y., Fu C., Xue C.J.
    IEEE Transactions on Knowledge and Data Engineering, 2019 , vol. 31, no. 1, pp. 91-104
    Conference Paper • Conference Proceeding
    Bohr: Similarity aware geo-distributed data analytics
    Li H., Xu H., Nutanong S.
    CoNEXT 2018 - Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies, 2018 pp. 267-279
    Conference Paper • Conference Proceeding
    Near Data Filtering for Distributed Database Systems
    Zhou Z., Sun X., Yu J., Nutanong S., Xue C.J.
    2018 9th International Green and Sustainable Computing Conference, IGSC 2018, 2018
    Conference Paper • Conference Proceeding
    Bohr: Similarity aware geo-distributed data analytics
    Li H., Xu H., Nutanong S.
    9th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2017, co-located with USENIX ATC 2017, 2017