Natthakan Iam-On

1.5k total citations
51 papers, 966 citations indexed

About

Natthakan Iam-On is a scholar working on Artificial Intelligence, Molecular Biology and Computer Vision and Pattern Recognition. According to data from OpenAlex, Natthakan Iam-On has authored 51 papers receiving a total of 966 indexed citations (citations by other indexed papers that have themselves been cited), including 33 papers in Artificial Intelligence, 17 papers in Molecular Biology and 16 papers in Computer Vision and Pattern Recognition. Recurrent topics in Natthakan Iam-On's work include Gene expression and cancer classification (16 papers), Face and Expression Recognition (15 papers) and Advanced Clustering Algorithms Research (13 papers). Natthakan Iam-On is often cited by papers focused on Gene expression and cancer classification (16 papers), Face and Expression Recognition (15 papers) and Advanced Clustering Algorithms Research (13 papers). Natthakan Iam-On collaborates with scholars based in Thailand, United Kingdom and United States. Natthakan Iam-On's co-authors include Tossapon Boongoen, Simon Garrett, Chris Price, Qiang Shen, Changjing Shang, Longzhi Yang, Nitin Naik, Nick Savage, Paul Jenkins and Simon J. Garrett and has published in prestigious journals such as SHILAP Revista de lepidopterología, Bioinformatics and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Natthakan Iam-On

46 papers receiving 916 citations

Peers

Countries citing papers authored by Natthakan Iam-On

Since Specialization

Citations

This map shows the geographic impact of Natthakan Iam-On's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Natthakan Iam-On with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Natthakan Iam-On more than expected).

Fields of papers citing papers by Natthakan Iam-On

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Natthakan Iam-On. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Natthakan Iam-On. The network helps show where Natthakan Iam-On may publish in the future.

Co-authorship network of co-authors of Natthakan Iam-On

This figure shows the co-authorship network connecting the top 25 collaborators of Natthakan Iam-On. A scholar is included among the top collaborators of Natthakan Iam-On based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Natthakan Iam-On. Natthakan Iam-On is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Consensus clustering-based undersampling for improved classification of transient events in time-domain astronomy surveys 2025 ·Scientific Reports ·Tossapon Boongoen, Natthakan Iam-On	0
2	Enhancing Dongba Pictograph Recognition Using Convolutional Neural Networks and Data Augmentation Techniques 2025 ·Information ·(unknown), (unknown), (unknown), Natthakan Iam-On, Tossapon Boongoen	0
3	Optimised multiple data partitions for cluster-wise imputation of missing values in gene expression data 2024 ·Expert Systems with Applications ·(unknown), Natthakan Iam-On, Tossapon Boongoen, (unknown), (unknown)	2
4	Leveraging ensemble clustering for privacy-preserving data fusion: Analysis of big social-media data in tourism 2024 ·Information Sciences ·Natthakan Iam-On, Tossapon Boongoen, Nitin Naik, Longzhi Yang	3
5	Optimisation of multiple clustering based undersampling using artificial bee colony: Application to improved detection of obfuscated patterns without adversarial training 2024 ·Information Sciences ·(unknown), Natthakan Iam-On, Tossapon Boongoen, (unknown), Nitin Naik, Longzhi Yang, Qiang Shen	0
6	Enhancing Fraud Detection in Banking using Advanced Machine Learning Techniques 2024 ·International Journal of Economics and Financial Issues ·Umawadee Detthamrong, (unknown), Tossapon Boongoen, Natthakan Iam-On	1
7	Summarising multiple clustering-centric estimates with OWA operators for improved KNN imputation on microarray data 2023 ·Fuzzy Sets and Systems ·(unknown), Natthakan Iam-On, (unknown), Tossapon Boongoen, Qiang Shen	3
8	Improved detection of transient events in wide area sky survey using convolutional neural networks 2023 ·Aberystwyth Research portal (Aberystwyth University) ·Jingjing Liu, Tossapon Boongoen, Natthakan Iam-On	4
9	Strengthening intrusion detection system for adversarial attacks: improved handling of imbalance classification problem 2022 ·Complex & Intelligent Systems ·(unknown), Tossapon Boongoen, Natthakan Iam-On, Nitin Naik, Longzhi Yang	9
10	Profiling Astronomical Objects Using Unsupervised Learning Approach 2022 ·Computers, materials & continua/Computers, materials & continua (Print) ·(unknown), Tossapon Boongoen, Natthakan Iam-On	3
11	Using Link-Based Consensus Clustering for Mixed-Type Data Analysis 2021 ·Computers, materials & continua/Computers, materials & continua (Print) ·Tossapon Boongoen, Natthakan Iam-On	4
12	Transient Detection Modeling as Imbalance Data Classification 2018 ·(unknown), Tossapon Boongoen, Natthakan Iam-On, James Mullaney, Utane Sawangwit, K. Ulaczyk	2
13	Predicting transitional interval of kidney disease stages 3 to 5 using data mining method 2016 ·(unknown), Natthakan Iam-On	10
14	Using cluster ensemble to improve classification of student dropout in Thai university 2014 ·Natthakan Iam-On, Tossapon Boongoen	7
15	A new link-based method to ensemble clustering and cancer microarray data analysis 2014 ·Natthakan Iam-On, Tossapon Boongoen, (unknown)	5
16	New cluster ensemble approach to integrative biological data analysis 2013 ·International Journal of Data Mining and Bioinformatics ·Natthakan Iam-On, Tossapon Boongoen, Simon Garrett, Chris Price	6
17	A New Locally Weighted K-Means for Cancer-Aided Microarray Data Analysis 2012 ·Journal of Medical Systems ·Natthakan Iam-On, Tossapon Boongoen	3
18	New soft subspace method to gene expression data clustering 2012 ·Natthakan Iam-On, Tossapon Boongoen	1
19	Extending Data Reliability Measure to a Filter Approach for Soft Subspace Clustering 2011 ·IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ·Tossapon Boongoen, Changjing Shang, Natthakan Iam-On, Qiang Shen	44
20	LinkCluE: A MATLAB Package for Link-Based Cluster Ensembles 2010 ·SHILAP Revista de lepidopterología ·Natthakan Iam-On, Simon J. Garrett	7

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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