Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Natthakan Iam-On is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Research output
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Enhancing Fraud Detection in Banking using Advanced Machine Learning Techniques
Detthamrong, U., Chansanam, W., Boongoen, T. & Iam-On, N., 06 Sept 2024, In: International Journal of Economics and Financial Issues. 14, 5, p. 177-184 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
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)
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Leveraging ensemble clustering for privacy-preserving data fusion: Analysis of big social-media data in tourism
Iam-On, N., Boongoen, T., Naik, N. & Yang, L., 01 Jan 2025, In: Information Sciences. 686, 121336.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimisation of multiple clustering based undersampling using artificial bee colony: Application to improved detection of obfuscated patterns without adversarial training
Maneerat, T., Iam-On, N., Boongoen, T., Kirimasthong, K., Naik, N., Yang, L. & Shen, Q., 01 Jan 2025, In: Information Sciences. 687, 121407.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimised multiple data partitions for cluster-wise imputation of missing values in gene expression data
Yosboon, S., Iam-On, N., Boongoen, T., Keerin, P. & Kirimasthong, K., 10 Dec 2024, In: Expert Systems with Applications. 257, 125040.Research output: Contribution to journal › Article › peer-review
Open Access -
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)
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Improved detection of transient events in wide area sky survey using convolutional neural networks
Liu, J. J., Boongoen, T. & Iam-On, N., 04 Feb 2023, (Accepted/In press) In: Data and Information Management. 100035.Research output: Contribution to journal › Article › peer-review
Open AccessFile67 Downloads (Pure) -
Improvised Explosive Device Detection Using CNN With X-Ray Images
Chamnanphan, C. (Lead Author), Vorapatratorn, S., Kirimasthong, K., Boongoen, T. & Iam-On, N., 19 Jul 2023, In: Journal of Advances in Information Technology. 14, 4, p. 674-684 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)331 Downloads (Pure) -
Optimised Multiple Data Partitions for Cluster-Wise Imputation of Missing Values in Gene Expression Data
Yosboon, S., Iam-On, N., Boongoen, T., Keerin, P. & Kirimasthong, K., 19 Jul 2023, Social Science Research Network, 19 p.Research output: Working paper › Preprint
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Summarising multiple clustering-centric estimates with OWA operators for improved KNN imputation on microarray data
Keerin, P., Iam-On, N., Liu, J. J., Boongoen, T. & Shen, Q., 15 Dec 2023, In: Fuzzy Sets and Systems. 473, 16 p., 108718.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Classification of Adversarial Attacks Using Ensemble Clustering Approach
Tatongjai, P., Boongoen, T., Iam-On, N., Naik, N. & Yang, L., 31 Oct 2022, In: Computers, Materials and Continua. 74, 2, p. 2479-2498 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)77 Downloads (Pure)
Press/Media
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Recent Findings in Technology Described by Researchers from Aberystwyth University (Classification of Adversarial Attacks Using Ensemble Clustering Approach)
08 May 2023
1 item of Media coverage
Press/Media: Media coverage