Allbwn ymchwil

Allbwn Ymchwil fesul blwyddyn 2008 2008 2010 2011 2012 2013 2015 2016 2017 2018 2021 2022 2023 2025

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

Allbwn Ymchwil fesul blwyddyn

Allbwn Ymchwil fesul blwyddyn

Canlyniadau chwilio

• 2024

  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 Chwef 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. (gol.). Springer Nature, t. 459-470 12 t. (Advances in Intelligent Systems and Computing; Cyfrol 1453).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Focusing 100%
  • Optical Telescopes 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%

• Noise Profiling for ANNs: A Bio-inspired Approach

  Dutta, S., Burk, J., Santer, R., Zwiggelaar, R. & Boongoen, T., 01 Chwef 2024, 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. & Prajapt, S. (gol.). Springer Nature, t. 140-153 14 t. (Advances in Intelligent Systems and Computing; Cyfrol 1453).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Gaussian Distribution 100%
  • Related Task 33%
  • Hidden Layer 33%
  • Statistical Characteristic 33%
  • Network Functionality 33%

• 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

  A Secure and Privacy-Preserving E-Government Framework Using Blockchain and Artificial Immunity

  Elisa, N. (Prif Awdur), Yang, L., Chao, F., Naik, N. K. & Boongoen, T., 30 Ion 2023, Yn: IEEE Access. 11, t. 8773-8789 17 t.

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

  Mynediad agored

  Ffeil

  • e-Government 100%
  • Government System 83%
  • Security Protection 16%
  • Single Point of Failure 16%
  9 Dyfyniadau (Scopus)

  106 Wedi eu Llwytho i Lawr (Pure)

• 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 Rhag 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)).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Cyberattack 100%
  • Attack 100%
  • Fuzzy Logic 100%
  • Adaptability 20%
  • Leaf Node 20%

• 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%
  1 Dyfyniadau(SciVal)

  64 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)

  303 Wedi eu Llwytho i Lawr (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 Gorff 2023, Social Science Research Network, 19 t.

  Allbwn ymchwil: Papur gweithio › Rhagargraffiad

  • Partition 100%
  • Robust Algorithm 33%
  • Sample 33%
  • Swarm Intelligence 33%
  • Iterative Refinement 33%
• 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%
  1 Dyfyniad (Scopus)

  72 Wedi eu Llwytho i Lawr (Pure)

• Estimation of missing values in astronomical survey data: An improved local approach using cluster directed neighbor selection

  Keerin, P. & Boongoen, T., 01 Maw 2022, Yn: Information Processing and Management. 59, 2, 102881.

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

  Mynediad agored

  Ffeil

  • Principal Component Analysis 100%
  • Missing Value 100%
  • Selection 100%
  • Bayesian 100%
  • Survey Data 100%
  10 Dyfyniadau (Scopus)

  88 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)

  88 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)

  53 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)

  78 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)

  33 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)

  84 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)

• Improved KNN Imputation for Missing Values in Gene Expression Data

  Keerin, P. & Boongoen, T. (Awdur Gohebol), 27 Medi 2021, Yn: Computers, Materials and Continua. 70, 2, t. 4009-4025 17 t.

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

  Mynediad agored

  Ffeil

  • Missing Value 100%
  • Gene Expression Data 66%
  • Simulation Mode 66%
  • Weighted Averaging 66%
  • Information 66%
  17 Dyfyniadau (Scopus)

  352 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)

  77 Wedi eu Llwytho i Lawr (Pure)
• 2020

  Fuzzy Hashing Aided Enhanced YARA Rules for Malware Triaging

  Naik, N. K., Jenkins, P., Savage, N., Yang, L., Naik, K., Song, J., Boongoen, T. & Iam-On, N., 01 Rhag 2020, Symposium Series on Computational Intelligence: SSCI 2020. IEEE Press, t. 1138-1145 8 t. 9308189. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Malware 100%
  • Hashing 71%
  • Detection Rate 57%
  • Pattern Matching 28%
  • Malware Sample 28%
  10 Dyfyniadau (Scopus)

• Fuzzy-import hashing: A malware analysis approach

  Naik, N. K., Jenkins, P., Savage, N., Yang, L., Boongoen, T. & Iam-On, N., 19 Gorff 2020, International Conference on Fuzzy Systems: FUZZ 2020 - Proceedings. IEEE Press, t. 1-8 8 t. 9177636. (IEEE International Conference on Fuzzy Systems; Cyfrol 2020-July).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Hashing 100%
  • Malware Analysis 40%
  • Malware Sample 30%
  • Detection Accuracy 20%
  • Malware 20%
  13 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

  Classification of Astronomical Objects Using Light Curve Profile

  Sangjan, T., Boongoen, T., Iam-On, N. & Mullaney, J., Hyd 2019, 2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019. Meen, T.-H. (gol.). IEEE Press, t. 494-497 4 t. 8942673. (2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Simulation Mode 100%
  • Classification (Machine Learning) 50%
  • Machine Learning 50%
  • Classification Task 50%
  • Benchmarking 50%
  1 Dyfyniad (Scopus)

• Exploiting Consensus Clustering for Light Curve Data Analysis

  Panwong, P., Boongoen, T., Iam-On, N. & Mullaney, J., Hyd 2019, 2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019. Meen, T.-H. (gol.). IEEE Press, t. 498-501 4 t. 8942715. (2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Application 100%
  • Data Collection 100%
  • Common Behavior 50%
  • Experimental Result 50%
  • Extracted Feature 50%

• 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)
• 2018

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

  Boongoen, T. & Iam-On, N., 01 Mai 2018, Yn: Computer Science Review. 28, t. 1-25 25 t.

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

  • Application 100%
  • Survey 66%
  • User 33%
  • Accuracy 33%
  • Clustering 33%
  119 Dyfyniadau (Scopus)

• Improving consensus clustering with noise-induced ensemble generation: A study of uniform random noise

  Panwong, P., Boongoen, T. & Iam-On, N., 26 Chwef 2018, Proceedingsof 2018 10th International Conference on Machine Learning and Computing, ICMLC 2018. Association for Computing Machinery, t. 390-395 6 t. (ACM International Conference Proceeding Series).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Generation 100%
  • Uniform Random 50%
  • Data Matrix 25%
  • Data Cleansing 25%
  • Benchmark 25%
  5 Dyfyniadau (Scopus)

• Transient Detection Modeling as Imbalance Data Classification

  Tabacolde, A. B., Boongoen, T., Iam-On, N., Mullaney, J., Sawangwit, U. & Ulaczyk, K., 07 Rhag 2018, 1st IEEE International Conference on Knowledge Innovation and Invention, ICKII 2018. Meen, T.-H. (gol.). IEEE Press, t. 180-183 4 t. 8569123. (1st IEEE International Conference on Knowledge Innovation and Invention, ICKII 2018).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Transients 100%
  • Foci 33%
  • Artificial Intelligence 33%
  • Acquisition 33%
  • Astronomers 33%
  4 Dyfyniadau (Scopus)

• Transient detection modelling for gravitational-wave optical transient observer (GOTO) sky survey

  Tabacolde, A. B., Boongoen, T., Iam-On, N., Mullaney, J., Sawangwit, U. & Ulaczyk, K., 26 Chwef 2018, Proceedingsof 2018 10th International Conference on Machine Learning and Computing, ICMLC 2018. Association for Computing Machinery, t. 384-389 6 t. (ACM International Conference Proceeding Series).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Transients 100%
  • Gravitational Wave 100%
  • Detection 50%
  • Evaluation 25%
  • Artificial Intelligence 25%
  5 Dyfyniadau (Scopus)
• 2017

  A comparative review of graph-based ensemble clustering as transformation methods for microarray data classification

  Iam-On, N. & Boongoen, T., 02 Awst 2017, Computational Methods with Applications in Bioinformatics Analysis. Tsai, J. J. P. & Ng, K.-L. (gol.). World Scientific, t. 53-71 19 t. (Advanced Series in Electrical and Computer Engineering; Cyfrol 20).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod

  • Classification Method 100%
  • attribute reduction 100%
  • Classification Problem 100%

• Generating descriptive model for student dropout: A review of clustering approach

  Iam-On, N. & Boongoen, T., 01 Rhag 2017, Yn: Human-centric Computing and Information Sciences. 7, 1, 24 t., 1.

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

  Mynediad agored

  Ffeil

  • Educational Data Mining 100%
  • Descriptive Model 100%
  • Engineering Problem 50%
  • Computer Scientist 50%
  • Practical Guideline 50%
  43 Dyfyniadau (Scopus)

  56 Wedi eu Llwytho i Lawr (Pure)

• 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)

  39 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%
  43 Dyfyniadau (Scopus)
• 2016

  An evolutionary cut points search for graph clustering-based discretization

  Sriwanna, K., Boongoen, T. & Iam-On, N., 18 Tach 2016, 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016. IEEE Press, 7748929. (2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Discretization 100%
  • Cut Point 60%
  • Algorithm 40%
  • Clustering Graph 40%
  • Optimal Set 20%
  3 Dyfyniadau (Scopus)

• Clustering data with the presence of missing values by ensemble approach

  Pattanodom, M., Iam-On, N. & Boongoen, T., 21 Maw 2016, 2016 2nd Asian Conference on Defence Technology, ACDT 2016. IEEE Press, t. 151-156 6 t. 7437660. (2016 2nd Asian Conference on Defence Technology, ACDT 2016).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Application 100%
  • Simulation Mode 100%
  • Association Matrix 50%
  • Ensemble Approach 50%
  • Preprocessing Step 50%
  34 Dyfyniadau (Scopus)

• Discovering identity in intelligence data using weighted link based similarities: A case study of Thailand

  Boongoen, T. & Iam-On, N., 21 Ion 2016, ICCST 2015 - The 49th Annual IEEE International Carnahan Conference on Security Technology. IEEE Press, t. 327-332 6 t. 7389705. (Proceedings - International Carnahan Conference on Security Technology; Cyfrol 2015-January).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Links 100%
  • Ontology 14%
  • Social Capital 14%
  • Intelligence Analysis 14%
  • Intelligence Data 14%

• Improving face classification with multiple-clustering induced feature reduction

  Iam-On, N. & Boongoen, T., 21 Ion 2016, ICCST 2015 - The 49th Annual IEEE International Carnahan Conference on Security Technology. IEEE Press, t. 241-246 6 t. 7389689. (Proceedings - International Carnahan Conference on Security Technology; Cyfrol 2015-January).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Feature Reduction 100%
  • Classification 100%
  • Information Matrix 50%
  • Ensemble Approach 50%
  • Supervised Learning 50%
  1 Dyfyniad (Scopus)
• 2015

  An Enhanced Univariate Discretization Based on Cluster Ensembles

  Sriwanna, K., Iam-On, N. & Boongoen, T., 12 Tach 2015, Intelligent and Evolutionary Systems: The 19th Asia Pacific Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings. Lavangnananda, K., Phon-Amnuaisuk, S., Engchuan, W. & Chan, J. H. (gol.). Springer Nature, t. 85-98 14 t. ( Proceedings in Adaptation, Learning and Optimization (PALO); Cyfrol 5, Rhif 1).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Discretization 100%
  • Interval 66%
  • Classifier Model 33%
  • Pruning Mechanism 33%
  • Adjacent Interval 33%

• 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)

  31 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)

• Predicting Duration of CKD Progression in Patients with Hypertension and Diabetes

  Khannara, W., Iam-On, N. & Boongoen, T., 12 Tach 2015, Intelligent and Evolutionary Systems: The 19th Asia Pacific Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings. Springer Nature, t. 129-141 13 t. (Proceedings in Adaptation, Learning and Optimization; Cyfrol 5, Rhif 1).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Artificial Neural Network 100%
  • Hypertension 100%
  • Diabetes Mellitus 100%
  • Patient with Diabetes 100%
  • Patient with Hypertension 100%

• Prediction of Student Dropout Using Personal Profile and Data Mining Approach

  Meedech, P., Iam-On, N. & Boongoen, T., 12 Tach 2015, Intelligent and Evolutionary Systems: The 19th Asia Pacific Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings. Lavangnananda, K., Phon-Amnuaisuk, S., Engchuan, W. & Chan, J. H. (gol.). Springer Nature, t. 143-155 13 t. ( Proceedings in Adaptation, Learning and Optimization (PALO); Cyfrol 5, Rhif 1).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Classifier 100%
  • Rule Induction Model 50%
• 2014

  Using cluster ensemble to improve classification of student dropout in Thai university

  Iam-On, N. & Boongoen, T., 18 Chwef 2014, 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014. IEEE Press, t. 452-457 6 t. 7044875. (2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Classification Models 100%
  • Classification (Machine Learning) 100%
  • Benchmark 100%
  • Western Country 100%
  • Educational Data Mining 100%
  8 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)

• Pairwise similarity for cluster ensemble problem: Link-based and approximate approaches

  Iam-On, N. & Boongoen, T., 2013, Transactions on Large-Scale Data- and Knowledge-Centered Systems IX. Hameurlain, A., Küng, J. & Wagner, R. (gol.). Springer Nature, t. 95-122 28 t. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Cyfrol 7980).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod

  • Links 100%
  • Time Complexity 50%
  • Pairwise Similarity 25%
  • Sampling Technique 25%
  • Similarity Matrix 25%
  5 Dyfyniadau (Scopus)

• Revisiting link-based cluster ensembles for microarray data classification

  Iam-On, N. & Boongoen, T., 2013, Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. IEEE Press, t. 4543-4548 6 t. 6722528. (Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Microarray 100%
  • Microarray Data 50%
  • Transformations 50%
  • Links 50%
  • Information Matrix 25%
  5 Dyfyniadau (Scopus)

• Soft subspace clustering for cancer microarray data analysis: A survey

  Iam-On, N. & Boongoen, T., 31 Rhag 2013, Global Trends in Intelligent Computing Research and Development. Tripathy, B. K. & Acharjya, D. P. (gol.). IGI Global Publishing, t. 131-145 15 t. (Advances in Computational Intelligence and Robotics).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod

  • Clustering 100%
  • Microarray 100%
  • Prevents 50%
  • Survey 50%
  • Dimensional Space 50%
• 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)