Allbwn ymchwil

Allbwn Ymchwil fesul blwyddyn 2008 2011 2012 2013 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 29 Erthygl
• 25 Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)
• 3 Pennod
• 2 Erthygl Adolygu
• 1 Mwy
  • 1 Rhagargraffiad

Allbwn Ymchwil fesul blwyddyn

Allbwn Ymchwil fesul blwyddyn

Canlyniadau chwilio

• 2024

  Enhancing Fraud Detection in Banking using Advanced Machine Learning Techniques

  Detthamrong, U., Chansanam, W., Boongoen, T. & Iam-On, N., 06 Medi 2024, Yn: International Journal of Economics and Financial Issues. 14, 5, t. 177-184 8 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  • Machine Learning Technique 100%
  • Fraud Detection 100%
  • Neural Network 100%
  • Learning Approach 50%
  • Responsiveness 50%

• 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 Ion 2025, Yn: Information Sciences. 686, 121336.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  • Sampling Data 100%
  • Collaborative Filtering 100%

• 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 Ion 2025, Yn: Information Sciences. 687, 121407.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  • Random Selection 100%
  • Majority Class 100%

• 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 Rhag 2024, Yn: Expert Systems with Applications. 257, 125040.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  • Missing Value 100%
  • Clustering 100%
  • Gene Expression Data 100%
  • Data Partition 100%
  • Nearest Neighbour 50%
• 2023

  Improved detection of transient events in wide area sky survey using convolutional neural networks

  Liu, J. J., Boongoen, T. & Iam-On, N., 04 Chwef 2023, (Derbyniwyd/Yn y wasg) Yn: Data and Information Management. 100035.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Transients 100%
  • Domains 50%
  • Gravitational Wave 50%
  • Events 50%
  • Convolutional Neural Network 50%
  69 Wedi eu Llwytho i Lawr (Pure)

• Improvised Explosive Device Detection Using CNN With X-Ray Images

  Chamnanphan, C. (Prif Awdur), Vorapatratorn, S., Kirimasthong, K., Boongoen, T. & Iam-On, N., 19 Gorff 2023, Yn: Journal of Advances in Information Technology. 14, 4, t. 674-684 11 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Data Augmentation 100%
  2 Dyfyniadau (Scopus)

  334 Wedi eu Llwytho i Lawr (Pure)

• 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 Rhag 2023, Yn: Fuzzy Sets and Systems. 473, 16 t., 108718.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  • Operators 100%
  • k-Nearest Neighbors Algorithm 100%
  • Forward Search 50%
  • Missing Value 33%
  • Partition 33%
  3 Dyfyniadau (Scopus)
• 2022

  Classification of Adversarial Attacks Using Ensemble Clustering Approach

  Tatongjai, P., Boongoen, T., Iam-On, N., Naik, N. & Yang, L., 31 Hyd 2022, Yn: Computers, Materials and Continua. 74, 2, t. 2479-2498 20 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Clustering 100%
  • Attack 100%
  • Transformations 100%
  • Network Based Intrusion Detection System 50%
  • Simulation Mode 50%
  2 Dyfyniadau (Scopus)

  77 Wedi eu Llwytho i Lawr (Pure)

• Profiling Astronomical Objects Using Unsupervised Learning Approach

  Sangpetch, T., Boongoen, T. & Iam-On, N., 22 Medi 2022, Yn: Computers, Materials and Continua. 74, 1, t. 1641-1655 15 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Accuracy 100%
  • Clustering 100%
  • Classification 100%
  • Classification (Machine Learning) 100%
  • Large Synoptic Survey Telescope 100%
  3 Dyfyniadau (Scopus)

  95 Wedi eu Llwytho i Lawr (Pure)

• Providing contexts for classification of transients in a wide-area sky survey: An application of noise-induced cluster ensemble

  Boongoen, T., Iam-On, N. (Awdur Gohebol) & Mullaney, J., 01 Medi 2022, Yn: Journal of King Saud University - Computer and Information Sciences. 34, 8, t. 5007-5019 13 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Contexts 100%
  • Classification 100%
  • Survey 66%
  • Application 66%
  • Classification (Machine Learning) 33%
  3 Dyfyniadau (Scopus)

  57 Wedi eu Llwytho i Lawr (Pure)

• Strengthening intrusion detection system for adversarial attacks: Improved handling of imbalance classification problem

  Pimsarn, C., Boongoen, T., Iam-On, N., Naik, N. & Yang, L., 01 Rhag 2022, Yn: Complex & Intelligent Systems. 8, 6, t. 4863-4880 18 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Network Based Intrusion Detection System 100%
  • Attack 100%
  • Classification Models 50%
  • Machine Learning 50%
  • Cluster Centroid 50%
  5 Dyfyniadau (Scopus)

  87 Wedi eu Llwytho i Lawr (Pure)
• 2021

  Determining patterns of student graduation using a bi-level learning framework

  Nanglae, L., Iam-On, N., Boongoen, T., Kaewchay, K. & Mullaney, J., 01 Awst 2021, Yn: Bulletin of Electrical Engineering and Informatics. 10, 4, t. 2201-2211 11 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Learning Method 100%
  • Classification Models 50%
  • Learning Framework 50%
  • Application Domain 50%
  • Research Subject 50%
  3 Dyfyniadau (Scopus)

  36 Wedi eu Llwytho i Lawr (Pure)

• Embedded YARA rules: Strengthening YARA rules utilising fuzzy hashing and fuzzy rules for malware analysis

  Naik, N. (Awdur Gohebol), Jenkins, P., Savage, N., Yang, L., Boongoen, T., Iam-On, N., Naik, K. & Song, J., 01 Ebr 2021, Yn: Complex & Intelligent Systems. 7, 2, t. 687-702 16 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Malware 100%
  • Hashing 83%
  • Cybersecurity 33%
  • Complexity 16%
  • Comparative Evaluation 16%
  13 Dyfyniadau (Scopus)

  87 Wedi eu Llwytho i Lawr (Pure)

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

  Naik, N. (Awdur Gohebol), Jenkins, P., Savage, N., Yang, L., Boongoen, T. & Iam-On, N., 01 Meh 2021, Yn: Forensic Science International. 37, 301139.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Hashing 100%
  • Malware 57%
  • Malware Analysis 42%
  • Analysis Technique 28%
  • Hashing Method 28%
  15 Dyfyniadau (Scopus)

  76 Wedi eu Llwytho i Lawr (Pure)

• Using Link-Based Consensus Clustering for Mixed-Type Data Analysis

  Boongoen, T. & Iam-On, N. (Awdur Gohebol), 07 Medi 2021, Yn: Computers, Materials and Continua. 70, 1, t. 1993-2011 19 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Links 100%
  • Simulation Mode 75%
  • Data Type 50%
  • Healthcare Record 25%
  • Benchmark 25%
  5 Dyfyniadau (Scopus)

  79 Wedi eu Llwytho i Lawr (Pure)
• 2020

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

  Iam-On, N., 01 Maw 2020, Yn: International Journal of Machine Learning and Cybernetics. 11, 3, t. 491-509 19 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  • Clustering 100%
  • Ensemble Approach 66%
  • Data Analytics 33%
  • Data Preprocessing 33%
  • Motivation 33%
  16 Dyfyniadau (Scopus)

• Improving consensus clustering with noise-induced ensemble generation

  Panwong, P., Boongoen, T. & Iam-On, N., 15 Mai 2020, Yn: Expert Systems with Applications. 146, 16 t., 113138.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  • Generation 100%
  • Data Cleansing 33%
  • Benchmark 33%
  • Analysis Process 33%
  • Privacy Preserving 33%
  22 Dyfyniadau (Scopus)
• 2019

  Graph clustering-based discretization approach to microarray data

  Sriwanna, K., Boongoen, T. & Iam-On, N., 01 Awst 2019, Yn: Knowledge and Information Systems. 60, 2, t. 879-906 28 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  • Discretization 100%
  • Algorithm 71%
  • Continuous Data 28%
  • Cosine Similarity 28%
  • Clustering Graph 28%
  3 Dyfyniadau (Scopus)
• 2017

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

  Sriwanna, K., Boongoen, T. & Iam-On, N., 01 Rhag 2017, Yn: Human-centric Computing and Information Sciences. 7, 1, 39 t., 21.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Discretization 100%
  • Classification (Machine Learning) 40%
  • Clustering Graph 40%
  • Algorithm 40%
  • Machine Learning 20%
  21 Dyfyniadau (Scopus)

  40 Wedi eu Llwytho i Lawr (Pure)

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

  Iam-On, N. & Boongoen, T., 01 Ebr 2017, Yn: International Journal of Machine Learning and Cybernetics. 8, 2, t. 497-510 14 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  • Classification Models 100%
  • Classification (Machine Learning) 100%
  • Early Detection 100%
  • Benchmark 100%
  • Western Country 100%
  44 Dyfyniadau (Scopus)
• 2015

  Comparative study of matrix refinement approaches for ensemble clustering

  Iam-On, N. & Boongoen, T., 01 Ion 2015, Yn: Machine Learning. 98, 1-2, t. 269-300 32 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Clustering 100%
  • Ensemble Member 100%
  • User 50%
  • Practical Guideline 50%
  • Benchmark 50%
  31 Dyfyniadau (Scopus)

  32 Wedi eu Llwytho i Lawr (Pure)

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

  Iam-On, N. & Boongoen, T., 30 Tach 2015, Yn: Expert Systems with Applications. 42, 21, t. 8259-8273 15 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  • Classification (Machine Learning) 100%
  • Accuracy 100%
  • Clustering 100%
  • Transformations 100%
  • Generation 100%
  23 Dyfyniadau (Scopus)
• 2013

  New cluster ensemble approach to integrative biological data analysis

  Iam-On, N., Boongoen, T., Garrett, S. & Price, C., 01 Awst 2013, Yn: International Journal of Data Mining and Bioinformatics. 8, 2, t. 150-168 19 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  • Gene Expression Data 100%
  • Data Analysis 100%
  • Ensemble Approach 50%
  • Benchmark 50%
  • Clinical Data 50%
  8 Dyfyniadau (Scopus)
• 2012

  A link-based cluster ensemble approach for categorical data clustering

  Iam-On, N., Boongeon, T., Garrett, S. & Price, C., Maw 2012, Yn: IEEE Transactions on Knowledge and Data Engineering. 24, 3, t. 413-425 13 t., 5677529.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  • Links 100%
  • Categorical Data 75%
  • Clustering Result 50%
  • Information Matrix 25%
  • Bipartite Graph 25%
  125 Dyfyniadau (Scopus)

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

  Iam-On, N. & Boongoen, T., 01 Tach 2012, Yn: Journal of Medical Systems. 36 Suppl 1, t. S43-549 7 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  • Malignant Neoplasm 100%
  • Microarray 66%
  • Cluster Analysis 33%
  • Neoplasm 33%
  • Cause of Death 33%
  3 Dyfyniadau (Scopus)
• 2011

  A link-based approach to the cluster ensemble problem

  Iam-On, N., Boongoen, T., Garrett, S. & Price, C., Rhag 2011, Yn: IEEE Transactions on Pattern Analysis and Machine Intelligence. 33, 12, t. 2396-2409 14 t., 5765991.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  • Links 100%
  • Clustering 40%
  • Networks 20%
  • Information Matrix 20%
  • Extract Information 20%
  208 Dyfyniadau (Scopus)

• Extending data reliability measure to a filter approach for soft subspace clustering

  Boongoen, T., Shang, C., Iam-On, N. & Shen, Q., 12 Rhag 2011, Yn: IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics). 41, 6, t. 1705-1714 10 t., 5962370.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Ffeil

  • Data Reliability 100%
  • Clustering 100%
  • Data Attribute 50%
  • Evaluation 50%
  • Clustering Method 50%
  52 Dyfyniadau (Scopus)

  241 Wedi eu Llwytho i Lawr (Pure)
• 2010

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

  Iam-On, N., Boongoen, T. & Garrett, S., 15 Meh 2010, Yn: Bioinformatics. 26, 12, t. 1513-1519 7 t., btq226.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Links 100%
  • Clustering 50%
  • Gene Expression Data 50%
  • Ensemble Method 50%
  • Data Matrix 25%
  103 Dyfyniadau (Scopus)

  46 Wedi eu Llwytho i Lawr (Pure)

• LinkCluE: A matlab package for link-based cluster ensembles

  Iam-On, N. & Garrett, S., 31 Awst 2010, Yn: Journal of Statistical Software. 36, 9, 36 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Links 100%
  • External Criterion 33%
  • Accuracy 33%
  • Clustering 33%
  • Superior Performance 33%
  55 Dyfyniadau (Scopus)

  57 Wedi eu Llwytho i Lawr (Pure)