Tossapon Boongoen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 24

Top Topics

Cluster Ensemble

Top Venues

Expert Syst. Appl.

Hum. centric Comput. Inf. Sci.

Publications

Simon Yosboon, Natthakan Iam-On, Tossapon Boongoen, Phimmarin Keerin, Khwunta Kirimasthong
Optimised multiple data partitions for cluster-wise imputation of missing values in gene expression data. Expert Syst. Appl. 257 (2024)
Noe Elisa, Longzhi Yang, Fei Chao, Nitin Naik, Tossapon Boongoen
A Secure and Privacy-Preserving E-Government Framework Using Blockchain and Artificial Immunity. IEEE Access 11 (2023)
Korrawit Santithanmanan, Khwunta Kirimasthong, Tossapon Boongoen
Machine Learning Based XSS Attacks Detection Method. UKCI (2023)
Terry Cortez, Tossapon Boongoen, Natthakan Iam-On, Khwunta Kirimasthong, James Mullaney
Image-Based Transient Detection Algorithm for Gravitational-Wave Optical Transient Observer (GOTO) Sky Survey. UKCI (2023)
Longzhi Yang, Varadarajan Vijayakumar, Tossapon Boongoen, Nitin Naik
Special issue on emerging trends, challenges and applications in cloud computing. Wirel. Networks 29 (3) (2023)
Phimmarin Keerin, Natthakan Iam-On, Jing Jing Liu, Tossapon Boongoen, Qiang Shen
Summarising multiple clustering-centric estimates with OWA operators for improved KNN imputation on microarray data. Fuzzy Sets Syst. 473 (2023)
Sanjay Dutta, Jay Burk, Roger Santer, Reyer Zwiggelaar, Tossapon Boongoen
Noise Profiling for ANNs: A Bio-inspired Approach. UKCI (2023)
Kanokphon Kane, Khwunta Kirimasthong, Tossapon Boongoen
Available Website Names Classification Using Naïve Baye. UKCI (2023)
Tossapon Boongoen, Natthakan Iam-On, James Mullaney
Providing contexts for classification of transients in a wide-area sky survey: An application of noise-induced cluster ensemble. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part A) (2022)
Phimmarin Keerin, Tossapon Boongoen
Estimation of missing values in astronomical survey data: An improved local approach using cluster directed neighbor selection. Inf. Process. Manag. 59 (2) (2022)
Nitin Naik, Paul Jenkins, Nick Savage, Longzhi Yang, Tossapon Boongoen, Natthakan Iam-On
Fuzzy-import hashing: A static analysis technique for malware detection. Digit. Investig. 37 (2021)
Nitin Naik, Paul Jenkins, Nick Savage, Longzhi Yang, Tossapon Boongoen, Natthakan Iam-On
Fuzzy-Import Hashing: A Malware Analysis Approach. FUZZ-IEEE (2020)
Patcharaporn Panwong, Tossapon Boongoen, Natthakan Iam-on
Improving consensus clustering with noise-induced ensemble generation. Expert Syst. Appl. 146 (2020)
Nitin Naik, Paul Jenkins, Nick Savage, Longzhi Yang, Kshirasagar Naik, Jingping Song, Tossapon Boongoen, Natthakan Iam-On
Fuzzy Hashing Aided Enhanced YARA Rules for Malware Triaging. SSCI (2020)
Kittakorn Sriwanna, Tossapon Boongoen, Natthakan Iam-on
Graph clustering-based discretization approach to microarray data. Knowl. Inf. Syst. 60 (2) (2019)
Tossapon Boongoen, Natthakan Iam-on
Cluster ensembles: A survey of approaches with recent extensions and applications. Comput. Sci. Rev. 28 (2018)
Aireen B. Tabacolde, Tossapon Boongoen, Natthakan Iam-on, James Mullaney, Utane Sawangwit, Krzysztof Ulaczyk
Transient Detection Modelling for Gravitational-wave Optical Transient Observer (GOTO) Sky Survey. ICMLC (2018)
Aireen B. Tabacolde, Tossapon Boongoen, Natthakan Iam-on, James Mullaney, Utane Sawangwit, Krzysztof Ulaczyk
Transient Detection Modeling as Imbalance Data Classification. ICKII (2018)
Patcharaporn Panwong, Tossapon Boongoen, Natthakan Iam-on
Improving Consensus Clustering with Noise-Induced Ensemble Generation: A Study of Uniform Random Noise. ICMLC (2018)
Natthakan Iam-on, Tossapon Boongoen
Generating descriptive model for student dropout: a review of clustering approach. Hum. centric Comput. Inf. Sci. 7 (2017)
Natthakan Iam-on, Tossapon Boongoen
Improved student dropout prediction in Thai University using ensemble of mixed-type data clusterings. Int. J. Mach. Learn. Cybern. 8 (2) (2017)
Kittakorn Sriwanna, Tossapon Boongoen, Natthakan Iam-on
Graph clustering-based discretization of splitting and merging methods (GraphS and GraphM). Hum. centric Comput. Inf. Sci. 7 (2017)
Ubon Thongsatapornwatana, Woraphon Lilakiatsakun, Akkarach Kawbunjun, Tossapon Boongoen
Analysis of criminal behaviors for suspect vehicle detection. ICDIM (2017)
Phimmarin Keerin, Werasak Kurutach, Tossapon Boongoen
A cluster-directed framework for neighbour based imputation of missing value in microarray data. Int. J. Data Min. Bioinform. 15 (2) (2016)
Warangkana Khannara, Natthakan Iam-On, Tossapon Boongoen
Proceedings in Adaptation, Learning and Optimization. IES (2015)
Natthakan Iam-on, Tossapon Boongoen
Comparative study of matrix refinement approaches for ensemble clustering. Mach. Learn. 98 (1-2) (2015)
Phanupong Meedech, Natthakan Iam-On, Tossapon Boongoen
Proceedings in Adaptation, Learning and Optimization. IES (2015)
Kittakorn Sriwanna, Tossapon Boongoen, Natthakan Iam-on
Proceedings in Adaptation, Learning and Optimization. IES (2015)
Natthakan Iam-on, Tossapon Boongoen
Improving face classification with multiple-clustering induced feature reduction. ICCST (2015)
Tossapon Boongoen, Natthakan Iam-on
Discovering identity in intelligence data using weighted link based similarities: A case study of Thailand. ICCST (2015)
Natthakan Iam-on, Tossapon Boongoen
Diversity-driven generation of link-based cluster ensemble and application to data classification. Expert Syst. Appl. 42 (21) (2015)
Natthakan Iam-on, Tossapon Boongoen
Using cluster ensemble to improve classification of student dropout in Thai university. SCIS&ISIS (2014)
Natthakan Iam-on, Tossapon Boongoen, Simon M. Garrett, Chris J. Price
New cluster ensemble approach to integrative biological data analysis. Int. J. Data Min. Bioinform. 8 (2) (2013)
Natthakan Iam-on, Tossapon Boongoen
Pairwise Similarity for Cluster Ensemble Problem: Link-Based and Approximate Approaches. Trans. Large Scale Data Knowl. Centered Syst. 9 (2013)
Natthakan Iam-on, Tossapon Boongoen
Revisiting Link-Based Cluster Ensembles for Microarray Data Classification. SMC (2013)
Natthakan Iam-on, Tossapon Boongoen
Improved link-based cluster ensembles. IJCNN (2012)
Natthakan Iam-on, Tossapon Boongoen
New soft subspace method to gene expression data clustering. BHI (2012)
Qiang Shen, Tossapon Boongoen
Fuzzy Orders-of-Magnitude-Based Link Analysis for Qualitative Alias Detection. IEEE Trans. Knowl. Data Eng. 24 (4) (2012)
Natthakan Iam-on, Tossapon Boongoen
Improved link-based cluster ensembles for microarray data analysis. SMC (2012)
Phimmarin Keerin, Werasak Kurutach, Tossapon Boongoen
Cluster-based KNN missing value imputation for DNA microarray data. SMC (2012)
Natthakan Iam-on, Tossapon Boongoen, Simon M. Garrett, Chris J. Price
A Link-Based Cluster Ensemble Approach for Categorical Data Clustering. IEEE Trans. Knowl. Data Eng. 24 (3) (2012)
Tossapon Boongoen, Changjing Shang, Natthakan Iam-on, Qiang Shen
Extending Data Reliability Measure to a Filter Approach for Soft Subspace Clustering. IEEE Trans. Syst. Man Cybern. Part B 41 (6) (2011)
Tossapon Boongoen, Qiang Shen, Chris J. Price
Fuzzy Qualitative Link Analysis for Academic Performance Evaluation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 19 (3) (2011)
Natthakan Iam-on, Tossapon Boongoen, Simon M. Garrett, Chris J. Price
A Link-Based Approach to the Cluster Ensemble Problem. IEEE Trans. Pattern Anal. Mach. Intell. 33 (12) (2011)
Xin Fu, Tossapon Boongoen, Qiang Shen
Evidence Directed Generation of Plausible Crime Scenarios with Identity Resolution. Appl. Artif. Intell. 24 (4) (2010)
Natthakan Iam-on, Tossapon Boongoen, Simon M. Garrett
LCE: a link-based cluster ensemble method for improved gene expression data analysis. Bioinform. 26 (12) (2010)
Tossapon Boongoen, Qiang Shen, Chris J. Price
Disclosing false identity through hybrid link analysis. Artif. Intell. Law 18 (1) (2010)
Natthakan Iam-on, Simon M. Garrett, Chris J. Price, Tossapon Boongoen
Link-based cluster ensembles for heterogeneous biological data analysis. BIBM (2010)
Tossapon Boongoen, Qiang Shen
Nearest-Neighbor Guided Evaluation of Data Reliability and Its Applications. IEEE Trans. Syst. Man Cybern. Part B 40 (6) (2010)
Tossapon Boongoen, Qiang Shen
Semi-supervised OWA aggregation for link-based similarity evaluation and alias detection. FUZZ-IEEE (2009)
Tossapon Boongoen, Qiang Shen
Intelligent hybrid approach to false identity detection. ICAIL (2009)
Tossapon Boongoen, Qiang Shen
Clus-DOWA: A new dependent OWA operator. FUZZ-IEEE (2008)
Natthakan Iam-on, Tossapon Boongoen, Simon M. Garrett
Refining Pairwise Similarity Matrix for Cluster Ensemble Problem with Cluster Relations. Discovery Science (2008)