Natthakan Iam-On
Calculated based on number of publications stored in Pure and citations from Scopus
20082024

Research activity per year

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  • 2024

    Image-Based Transient Detection Algorithm for Gravitational-Wave Optical Transient Observer (GOTO) Sky Survey

    Cortez, T., Boongoen, T., Iam-On, N., Kirimasthong, K. & Mullaney, J., 01 Feb 2024, UKCI 2023: Advances in Computational Intelligence Systems: Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6–8, 2023, Birmingham, UK. Naik, N., Jenkins, P., Grace, P., Yang, L. & Prajapat, S. (eds.). Springer Nature, p. 459-470 12 p. (Advances in Intelligent Systems and Computing; vol. 1453).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • 2023

    Fuzzy Attack Tree: Assessing Cyberattack Risk Using Attack Tree and Fuzzy Logic

    Naik, N., Jenkins, P., Grace, P., Naik, D., Song, J., Prajapat, S., Mishra, D., Yang, L., Boongoen, T. & Iam-On, N., 08 Dec 2023, 3rd IEEE International Conference on ICT in Business Industry and Government, ICTBIG 2023. IEEE Press, (2023 IEEE International Conference on ICT in Business Industry & Government (ICTBIG)).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • 2021

    Improved Cluster Analysis for Graduation Prediction using Ensemble Approach

    Panwong, P., Iam-On, N. & Mullaney, J., 22 Nov 2021, 29th International Conference on Computers in Education Conference, ICCE 2021 - Proceedings. Rodrigo, M. M. T., Iyer, S., Mitrovic, A., Cheng, H. N. H., Kohen-Vacs, D., Matuk, C., Palalas, A., Rajenran, R., Seta, K. & Wang, J. (eds.). Asia-Pacific Society for Computers in Education, p. 123-128 6 p. (29th International Conference on Computers in Education Conference, ICCE 2021 - Proceedings; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • 2020

    Fuzzy Hashing Aided Enhanced YARA Rules for Malware Triaging

    Naik, N. K., Jenkins, P., Savage, N., Yang, L., Naik, K., Song, J., Boongoen, T. & Iam-On, N., 01 Dec 2020, Symposium Series on Computational Intelligence: SSCI 2020. IEEE Press, p. 1138-1145 8 p. 9308189. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    8 Citations (SciVal)
  • Fuzzy-import hashing: A malware analysis approach

    Naik, N. K., Jenkins, P., Savage, N., Yang, L., Boongoen, T. & Iam-On, N., 19 Jul 2020, International Conference on Fuzzy Systems: FUZZ 2020 - Proceedings. IEEE Press, p. 1-8 8 p. 9177636. (IEEE International Conference on Fuzzy Systems; vol. 2020-July).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    11 Citations (SciVal)
  • 2019

    Classification of Astronomical Objects Using Light Curve Profile

    Sangjan, T., Boongoen, T., Iam-On, N. & Mullaney, J., Oct 2019, 2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019. Meen, T-H. (ed.). IEEE Press, p. 494-497 4 p. 8942673. (2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    1 Citation (SciVal)
  • Exploiting Consensus Clustering for Light Curve Data Analysis

    Panwong, P., Boongoen, T., Iam-On, N. & Mullaney, J., Oct 2019, 2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019. Meen, T-H. (ed.). IEEE Press, p. 498-501 4 p. 8942715. (2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • 2018

    Improving consensus clustering with noise-induced ensemble generation: A study of uniform random noise

    Panwong, P., Boongoen, T. & Iam-On, N., 26 Feb 2018, Proceedingsof 2018 10th International Conference on Machine Learning and Computing, ICMLC 2018. Association for Computing Machinery, p. 390-395 6 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    5 Citations (SciVal)
  • Transient Detection Modeling as Imbalance Data Classification

    Tabacolde, A. B., Boongoen, T., Iam-On, N., Mullaney, J., Sawangwit, U. & Ulaczyk, K., 07 Dec 2018, 1st IEEE International Conference on Knowledge Innovation and Invention, ICKII 2018. Meen, T-H. (ed.). IEEE Press, p. 180-183 4 p. 8569123. (1st IEEE International Conference on Knowledge Innovation and Invention, ICKII 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    4 Citations (SciVal)
  • Transient detection modelling for gravitational-wave optical transient observer (GOTO) sky survey

    Tabacolde, A. B., Boongoen, T., Iam-On, N., Mullaney, J., Sawangwit, U. & Ulaczyk, K., 26 Feb 2018, Proceedingsof 2018 10th International Conference on Machine Learning and Computing, ICMLC 2018. Association for Computing Machinery, p. 384-389 6 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    4 Citations (SciVal)
  • 2016

    An evolutionary cut points search for graph clustering-based discretization

    Sriwanna, K., Boongoen, T. & Iam-On, N., 18 Nov 2016, 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016. IEEE Press, 7748929. (2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    3 Citations (SciVal)
  • Clustering data with the presence of missing values by ensemble approach

    Pattanodom, M., Iam-On, N. & Boongoen, T., 21 Mar 2016, 2016 2nd Asian Conference on Defence Technology, ACDT 2016. IEEE Press, p. 151-156 6 p. 7437660. (2016 2nd Asian Conference on Defence Technology, ACDT 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    30 Citations (SciVal)
  • Discovering identity in intelligence data using weighted link based similarities: A case study of Thailand

    Boongoen, T. & Iam-On, N., 21 Jan 2016, ICCST 2015 - The 49th Annual IEEE International Carnahan Conference on Security Technology. IEEE Press, p. 327-332 6 p. 7389705. (Proceedings - International Carnahan Conference on Security Technology; vol. 2015-January).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • Improving face classification with multiple-clustering induced feature reduction

    Iam-On, N. & Boongoen, T., 21 Jan 2016, ICCST 2015 - The 49th Annual IEEE International Carnahan Conference on Security Technology. IEEE Press, p. 241-246 6 p. 7389689. (Proceedings - International Carnahan Conference on Security Technology; vol. 2015-January).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    1 Citation (SciVal)
  • Predicting transitional interval of kidney disease stages 3 to 5 using data mining method

    Panwong, P. & Iam-On, N., 21 Mar 2016, 2016 2nd Asian Conference on Defence Technology, ACDT 2016. IEEE Press, p. 145-150 6 p. 7437659. (2016 2nd Asian Conference on Defence Technology, ACDT 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    16 Citations (SciVal)
  • 2015

    An Enhanced Univariate Discretization Based on Cluster Ensembles

    Sriwanna, K., Iam-On, N. & Boongoen, T., 12 Nov 2015, Intelligent and Evolutionary Systems: The 19th Asia Pacific Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings. Lavangnananda, K., Phon-Amnuaisuk, S., Engchuan, W. & Chan, J. H. (eds.). Springer Nature, p. 85-98 14 p. ( Proceedings in Adaptation, Learning and Optimization (PALO); vol. 5, no. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • Predicting Duration of CKD Progression in Patients with Hypertension and Diabetes

    Khannara, W., Iam-On, N. & Boongoen, T., 12 Nov 2015, Intelligent and Evolutionary Systems: The 19th Asia Pacific Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings. Springer Nature, p. 129-141 13 p. (Proceedings in Adaptation, Learning and Optimization; vol. 5, no. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • Prediction of Student Dropout Using Personal Profile and Data Mining Approach

    Meedech, P., Iam-On, N. & Boongoen, T., 12 Nov 2015, Intelligent and Evolutionary Systems: The 19th Asia Pacific Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings. Lavangnananda, K., Phon-Amnuaisuk, S., Engchuan, W. & Chan, J. H. (eds.). Springer Nature, p. 143-155 13 p. ( Proceedings in Adaptation, Learning and Optimization (PALO); vol. 5, no. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • 2014

    Using cluster ensemble to improve classification of student dropout in Thai university

    Iam-On, N. & Boongoen, T., 18 Feb 2014, 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014. IEEE Press, p. 452-457 6 p. 7044875. (2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    8 Citations (SciVal)
  • 2013

    Revisiting link-based cluster ensembles for microarray data classification

    Iam-On, N. & Boongoen, T., 2013, Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. IEEE Press, p. 4543-4548 6 p. 6722528. (Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    5 Citations (SciVal)
  • 2012

    Improved link-based cluster ensembles

    Iam-On, N. & Boongoen, T., 2012, 2012 International Joint Conference on Neural Networks, IJCNN 2012. 6252757. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    2 Citations (SciVal)
  • Improved link-based cluster ensembles for microarray data analysis

    Iam-On, N. & Boongoen, T., 2012, Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012. p. 2014-2019 6 p. 6378034. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • New soft subspace method to gene expression data clustering

    Iam-On, N. & Boongoen, T., 2012, Proceedings - IEEE-EMBS International Conference on Biomedical and Health Informatics: Global Grand Challenge of Health Informatics, BHI 2012. IEEE Press, p. 984-987 4 p. 6211754. (Proceedings - IEEE-EMBS International Conference on Biomedical and Health Informatics: Global Grand Challenge of Health Informatics, BHI 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    2 Citations (SciVal)
  • 2011

    Link-based cluster ensembles for heterogeneous biological data analysis

    Iam-On, N., Garrett, S., Price, C. & Boongoen, T., 04 Feb 2011, International Conference on Bioinformatics and Biomedicine: BIBM 2010 Proceedings. IEEE Press, p. 573-578 6 p. 5706631. (Proceedings - 2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    8 Citations (SciVal)
  • 2008

    Refining pairwise similarity matrix for cluster ensemble problem with cluster relations

    Iam-On, N., Boongoen, T. & Garrett, S., 2008, Discovery Science - 11th International Conference, DS 2008, Proceedings. Boulicaut, J-F., Berthold, M. R. & Horváth, T. (eds.). Springer Nature, p. 222-233 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5255 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    63 Citations (SciVal)
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