Research output

Research output per year 2008 2011 2012 2013 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 30 Article
• 25 Conference Proceeding (Non-Journal item)
• 3 Chapter
• 2 Review Article
• 1 More
  • 1 Preprint

Research output per year

Research output per year

Search results

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Focusing 100%
  • Optical Telescopes 50%
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Cyberattack 100%
  • Attack 100%
  • Fuzzy Logic 100%
  • Adaptability 20%
  • Leaf Node 20%
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • References 100%
  • Modeling 100%
  • Ensemble Approach 100%
  • Predictive Accuracy 100%
  • Recommended Setting 100%
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Malware 100%
  • Hashing 71%
  • Detection Rate 57%
  • Pattern Matching 28%
  • Malware Sample 28%
  10 Citations (Scopus)

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Hashing 100%
  • Malware Analysis 40%
  • Malware Sample 30%
  • Detection Accuracy 20%
  • Malware 20%
  14 Citations (Scopus)
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Simulation Mode 100%
  • Classification (Machine Learning) 50%
  • Machine Learning 50%
  • Classification Task 50%
  • Benchmarking 50%
  1 Citation (Scopus)

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Application 100%
  • Data Collection 100%
  • Common Behavior 50%
  • Experimental Result 50%
  • Extracted Feature 50%
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Generation 100%
  • Uniform Random 50%
  • Data Matrix 25%
  • Data Cleansing 25%
  • Benchmark 25%
  5 Citations (Scopus)

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Transients 100%
  • Foci 33%
  • Artificial Intelligence 33%
  • Acquisition 33%
  • Astronomers 33%
  4 Citations (Scopus)

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Transients 100%
  • Gravitational Wave 100%
  • Detection 50%
  • Evaluation 25%
  • Artificial Intelligence 25%
  5 Citations (Scopus)
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Discretization 100%
  • Cut Point 60%
  • Algorithm 40%
  • Clustering Graph 40%
  • Optimal Set 20%
  3 Citations (Scopus)

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Application 100%
  • Simulation Mode 100%
  • Association Matrix 50%
  • Ensemble Approach 50%
  • Preprocessing Step 50%
  34 Citations (Scopus)

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Links 100%
  • Ontology 14%
  • Social Capital 14%
  • Intelligence Analysis 14%
  • Intelligence Data 14%

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Feature Reduction 100%
  • Classification 100%
  • Information Matrix 50%
  • Ensemble Approach 50%
  • Supervised Learning 50%
  1 Citation (Scopus)

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Classification Models 100%
  • Moderate Renal Impairment 100%
  • Nephropathy 100%
  • Classification Framework 50%
  • Armed 50%
  19 Citations (Scopus)
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Discretization 100%
  • Interval 66%
  • Classifier Model 33%
  • Pruning Mechanism 33%
  • Adjacent Interval 33%

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Artificial Neural Network 100%
  • Hypertension 100%
  • Diabetes Mellitus 100%
  • Patient with Diabetes 100%
  • Patient with Hypertension 100%

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Classifier 100%
  • Rule Induction Model 50%
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Classification Models 100%
  • Classification (Machine Learning) 100%
  • Benchmark 100%
  • Western Country 100%
  • Educational Data Mining 100%
  8 Citations (Scopus)
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Microarray 100%
  • Microarray Data 50%
  • Transformations 50%
  • Links 50%
  • Information Matrix 25%
  5 Citations (Scopus)
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Life Cycle Assessment 100%
  • Links 75%
  • Accuracy 50%
  • Networks 25%
  • User 25%
  2 Citations (Scopus)

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Life Cycle Assessment 100%
  • Links 60%
  • User 20%
  • Prevents 20%
  • Accuracy 20%

• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Gene Expression Data 100%
  • Accuracy 50%
  • Clustering Method 50%
  • Outstanding Performance 50%
  • Subspace Method 50%
  2 Citations (Scopus)
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Clustering Algorithm 100%
  • Data Analysis 100%
  • Microarray 100%
  • Potential Candidate 50%
  • Benchmark 50%
  8 Citations (Scopus)
• 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 proceeding › Conference Proceeding (Non-Journal item)

  • Similarity Matrix 100%
  • Clustering 66%
  • Pairwise Similarity 33%
  • High Clustering 33%
  • Embedded Information 33%
  65 Citations (Scopus)