Natthakan Iam-on

发表

Predicting Duration of CKD Progression in Patients with Hypertension and Diabetes

Tossapon Boongoen, Warangkana Khannara, Natthakan Iam-on, 2016 .

Improving Face Detection with Bi-Level Classification Model

Tossapon Boongoen, Natthakan Iam-on, Boonlert Undara, 2017 .

Graph clustering-based discretization approach to microarray data

Tossapon Boongoen, Natthakan Iam-on, Kittakorn Sriwanna, 2018, Knowledge and Information Systems.

Comparative study of matrix refinement approaches for ensemble clustering

Tossapon Boongoen, Natthakan Iam-on, 2013, Machine Learning.

Graph clustering-based discretization of splitting and merging methods (GraphS and GraphM)

Tossapon Boongoen, Natthakan Iam-on, Kittakorn Sriwanna, 2017, Human-centric Computing and Information Sciences.

Clustering data with the presence of attribute noise: a study of noise completely at random and ensemble of multiple k-means clusterings

Natthakan Iam-on, 2019, International Journal of Machine Learning and Cybernetics.

Revisiting Link-Based Cluster Ensembles for Microarray Data Classification

Tossapon Boongoen, Natthakan Iam-on, Tossapon Boongoen, 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

A New Locally Weighted K-Means for Cancer-Aided Microarray Data Analysis

Tossapon Boongoen, Natthakan Iam-On, Tossapon Boongoen, 2012, Journal of Medical Systems.

Tossapon Boongoen, Natthakan Iam-on, Tossapon Boongoen, 2013, Trans. Large Scale Data Knowl. Centered Syst..

A Link-Based Cluster Ensemble Approach for Categorical Data Clustering

Tossapon Boongoen, Natthakan Iam-on, Chris J. Price, 2012, IEEE Transactions on Knowledge and Data Engineering.

A Link-Based Approach to the Cluster Ensemble Problem

Tossapon Boongoen, Natthakan Iam-on, Chris J. Price, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

LCE: a link-based cluster ensemble method for improved gene expression data analysis

Tossapon Boongoen, Natthakan Iam-on, Simon M. Garrett, 2010, Bioinform..

Extending Data Reliability Measure to a Filter Approach for Soft Subspace Clustering

Tossapon Boongoen, Qiang Shen, Changjing Shang, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Improved student dropout prediction in Thai University using ensemble of mixed-type data clusterings

Tossapon Boongoen, Natthakan Iam-on, 2015, International Journal of Machine Learning and Cybernetics.

New cluster ensemble approach to integrative biological data analysis

Tossapon Boongoen, Chris Price, Natthakan Iam-On, 2013, Int. J. Data Min. Bioinform..

Embedded YARA rules: strengthening YARA rules utilising fuzzy hashing and fuzzy rules for malware analysis

Kshirasagar Naik, Nitin Naik, Tossapon Boongoen, 2020, Complex & Intelligent Systems.

Cluster ensembles: A survey of approaches with recent extensions and applications

Tossapon Boongoen, Natthakan Iam-on, Tossapon Boongoen, 2018, Comput. Sci. Rev..

Generating descriptive model for student dropout: a review of clustering approach

Tossapon Boongoen, Natthakan Iam-on, Tossapon Boongoen, 2017, Human-centric Computing and Information Sciences.

Prediction of Student Dropout Using Personal Profile and Data Mining Approach

Tossapon Boongoen, Natthakan Iam-On, Phanupong Meedech, 2016 .

Diversity-driven generation of link-based cluster ensemble and application to data classification

Tossapon Boongoen, Natthakan Iam-on, Tossapon Boongoen, 2015, Expert Syst. Appl..

Classification of Astronomical Objects Using Light Curve Profile

Tossapon Boongoen, Natthakan Iam-on, Theeranai Sangjan, 2019, 2019 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE).

Clustering data with the presence of missing values by ensemble approach

Tossapon Boongoen, Natthakan Iam-On, Mullika Pattanodom, 2016, 2016 Second Asian Conference on Defence Technology (ACDT).

LinkCluE: A MATLAB Package for Link-Based Cluster Ensembles

Natthakan Iam-On, Simon Garrett, Natthakan Iam-on, 2010 .

A new link-based method to ensemble clustering and cancer microarray data analysis

Tossapon Boongoen, Natthakan Iam-On, Nattawut Kongkotchawan, 2014 .

Improved link-based cluster ensembles for microarray data analysis

Tossapon Boongoen, Natthakan Iam-on, Tossapon Boongoen, 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

New soft subspace method to gene expression data clustering

Tossapon Boongoen, Natthakan Iam-on, Tossapon Boongoen, 2012, Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics.

Soft Subspace Clustering for Cancer Microarray Data Analysis: A Survey

Tossapon Boongoen, Natthakan Iam-On, Tossapon Boongoen, 2014 .

Improving consensus clustering with noise-induced ensemble generation

Patcharaporn Panwong, Tossapon Boongoen, Natthakan Iam-on, 2020, Expert Syst. Appl..

Fuzzy-import hashing: A static analysis technique for malware detection

Nitin Naik, Tossapon Boongoen, Longzhi Yang, 2021, Digit. Investig..

Fuzzy-Import Hashing: A Malware Analysis Approach

Nitin Naik, Tossapon Boongoen, Longzhi Yang, 2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Predicting transitional interval of kidney disease stages 3 to 5 using data mining method

Natthakan Iam-on, Patcharaporn Panwong, 2016, 2016 Second Asian Conference on Defence Technology (ACDT).

Clustering data with the presence of attribute noise: a study of noise completely at random and ensemble of multiple k-means clusterings

Natthakan Iam-On, Natthakan Iam-on, 2019, International Journal of Machine Learning and Cybernetics.

Summarising multiple clustering-centric estimates with OWA operators for improved KNN imputation on microarray data

Tossapon Boongoen, Qiang Shen, Natthakan Iam-on, 2023, Fuzzy Sets Syst..

Improving the Consensus Clustering of Data with Missing Values Using the Link-Based Approach

Natthakan Iam-On, Natthakan Iam-on, 2019, Data-Enabled Discovery and Applications.

Optimised multiple data partitions for cluster-wise imputation of missing values in gene expression data

Khwunta Kirimasthong, Natthakan Iam-on, Phimmarin Keerin, 2024, Expert Systems with Applications.