ผศ.ดร. คำรณ สุนัติ
Khamron Sunat, Ph.D.
Assistant Professor
Email: skhamron@kku.ac.th
Education
2533 B.Sc. (Chemical Technology/Chemical Engineering) Chulalongkorn University
2542 M.Sc. (Computer Science) Chulalongkorn University
2547 Sc.D. (Computer Science) Chulalongkorn University
Publications



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No. Year Paper Name Author Document Type Page Journals/Transactions Citations Doi Source
1 2022 Joint Opposite Selection (JOS): A premiere joint of selective leading opposition and dynamic opposite enhanced Harris’ hawks optimization for solving single-objective problems Florentina Yuni Arini Sirapat Chiewchanwattana Chitsutha Soomlek Khamron Sunat Journal Expert Systems with Applications 0 10.1016/j.eswa.2021.116001 Scopus
2 2021 A Cooperation of the Multileader Fruit Fly and Probabilistic Random Walk Strategies with Adaptive Normalization for Solving the Unconstrained Optimization Problems Wirote Apinantanakon Khamron Sunat Sirapat Chiewchanwattana Journal 459-491 Statistics, Optimization and Information Computing 0 10.19139/soic-2310-5070-702 Scopus
3 2020 An asymmetric chaotic competitive swarm optimization algorithm for feature selection in high-dimensional data Supailin Pichai Khamron Sunat Sirapat Chiewchanwattana Journal 1-13 Symmetry 5 10.3390/sym12111782 Scopus
4 2020 Cultural algorithm initializes weights of neural network model for annual electricity consumption prediction Gawalee Phatai Sirapat Chiewchanwattana Khamron Sunat Journal 101-110 International Journal of Advanced Computer Science and Applications 0 10.14569/IJACSA.2020.0110613 Scopus
5 2020 An efficient adaptive thresholding function optimized by a cuckoo search algorithm for a despeckling filter of medical ultrasound images Nitit WangNo Sirapat Chiewchanwattana Khamron Sunat Journal Journal of Ambient Intelligence and Humanized Computing 1 10.1007/s12652-020-01743-3 Scopus
6 2020 Wind power forecasting using a heterogeneous ensemble of decomposition-based nnrw techniques Khamron Sunat Pakarat Musikawan Yanika Kongsorot Journal 122-138 ECTI Transactions on Computer and Information Technology 2 10.37936/ecti-cit.2020142.239860 Scopus , TCI
7 2020 RO-FOA: An ecosystem-inspired compact fruit fly optimization algorithm for box-constrained optimization Wirote Apinantanakon Joel Alan Kinmond Khamron Sunat Journal 1-26 Engineering and Applied Science Research 0 Scopus , TCI
8 2020 The Cuckoo Search Algorithm with Suitable Probabilistic Mutation Parameters for Global Optimization Problems Patchara Nasa-Ngium Khamron Sunat Journal 26-38 KKU Science Journal 0 TCI , TCI
9 2019 Enhancement of artificial emotional neural network using Jaya algorithm and the investigation of expanded feature selected for wind power forecasting Suthasinee Iamsa-At Punyaphol Horata Khamron Sunat Conference Proceeding 137-142 ACM International Conference Proceeding Series 0 10.1145/3348445.3348448 Scopus
10 2019 Kernel extreme learning machine based on fuzzy set theory for multi-label classification Punyaphol Horata Khamron Sunat Pakarat Musikawan Yanika Kongsorot Journal 979-989 International Journal of Machine Learning and Cybernetics 13 10.1007/s13042-017-0776-3 Scopus
11 2019 Parallelized Metaheuristic-Ensemble of Heterogeneous Feedforward Neural Networks for Regression Problems Khamron Sunat Punyaphol Horata Sirapat Chiewchanwattana Pakarat Musikawan Yanika Kongsorot Journal 26909-26932 IEEE Access 8 10.1109/ACCESS.2019.2900563 Scopus
12 2019 An advanced onlooker-ranking-based adaptive differential evolution to extract the parameters of solar cell models Nipotepat Muangkote Sirilak Kaiwinit Khamron Sunat Sirapat Chiewchanwattana Journal 1129-1147 Renewable Energy 31 10.1016/j.renene.2018.09.017 Scopus
13 2019 An improved K-means clustering filter for mixed noise removal in RGB color Nitit WangNo Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 556-559 ECTI-CON 2018 - 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology 2 10.1109/ECTICon.2018.8619928 Scopus
14 2019 Impacts of Linnik Flight Usage Patterns on Cuckoo Search for Real-Parameter Global Optimization Problems Patchara Nasa-Ngium Khamron Sunat Sirapat Chiewchanwattana Journal 83932-83961 IEEE Access 1 10.1109/ACCESS.2019.2923557 Scopus
15 2019 A Novel Feature Selection in Vehicle Detection Through the Selection of Dominant Patterns of Histograms of Oriented Gradients (DPHOG) Natthariya Laopracha Khamron Sunat Sirapat Chiewchanwattana Journal 20894-20919 IEEE Access 5 10.1109/ACCESS.2019.2893320 Scopus
16 2019 Optimal data division for empowering artificial neural network models employing a modified M-SPXY algorithm Wirote Apinantanakon Joel Alan Kinmond Khamron Sunat Journal 276-284 Engineering and Applied Science Research 0 10.14456/easr.2019.31 Scopus , TCI
17 2019 Feature selection using GSA-BBO hybridization algorithm with Chaos Supailin Pichai Khamron Sunat Conference Proceeding 178-183 2019 IEEE 4th International Conference on Computer and Communication Systems, ICCCS 2019 0 10.1109/CCOMS.2019.8821668 Scopus
18 2019 Adpative Thresholding Function Image Denoising using the CSO Algorithm Nitit WangNo Sirapat Chiewchanwattana Khamron Sunat Journal 79-86 SNRU Journal of Science and Technology 0 TCI , TCI
19 2018 Optimizing weighted ELM based on gray Wolf optimizer for imbalanced data classification Chudapa Thammasakorn Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 512-517 Proceedings of 2018 10th International Conference on Information Technology and Electrical Engineering: Smart Technology for Better Society, ICITEE 2018 3 10.1109/ICITEED.2018.8534930 Scopus
20 2018 A comparative of neural network with metaheuristics for electricity consumption forecast modelling Gawalee Phatai Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 2018 22nd International Computer Science and Engineering Conference, ICSEC 2018 3 10.1109/ICSEC.2018.8712736 Scopus
21 2018 Comparative study of computational time that HOG-based features used for vehicle detection Natthariya Laopracha Khamron Sunat Book Series 275-284 Advances in Intelligent Systems and Computing 10 10.1007/978-3-319-60663-7_26 Scopus
22 2018 OMFO: A new opposition-based moth-flame optimization algorithm for solving unconstrained optimization problems Wirote Apinantanakon Khamron Sunat Book Series 22-31 Advances in Intelligent Systems and Computing 5 10.1007/978-3-319-60663-7_3 Scopus
23 2017 Rr-cr-IJADE: An efficient differential evolution algorithm for multilevel image thresholding Nipotepat Muangkote Khamron Sunat Sirapat Chiewchanwattana Journal 272-289 Expert Systems with Applications 19 10.1016/j.eswa.2017.08.029 Scopus
24 2017 Efficient algorithms based on the k-means and Chaotic League Championship Algorithm for numeric, categorical, and mixed-type data clustering Tanachapong Wangchamhan Sirapat Chiewchanwattana Khamron Sunat Journal 146-167 Expert Systems with Applications 27 10.1016/j.eswa.2017.08.004 Scopus
25 2017 Design and development of application for crime scene notification system Nutcharee Wichiennit Boonchai Louchaisa Boonyarin Onnoom Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding Ubi-Media 2017 - Proceedings of the 10th International Conference on Ubi-Media Computing and Workshops with the 4th International Workshop on Advanced E-Learning and the 1st International Workshop on Multimedia and IoT: Networks, Systems and Applications 1 10.1109/UMEDIA.2017.8074103 Scopus
26 2017 DNA forensic system for police forensic science center cooperation : Architectural design and implementation Amnart Rattanamuang Sirapat Chiewchanwattana Khamron Sunat Boonsup Waikham Conference Proceeding 20th International Computer Science and Engineering Conference: Smart Ubiquitos Computing and Knowledge, ICSEC 2016 0 10.1109/ICSEC.2016.7859901 Scopus
27 2017 A VISUALIZATION FRAMEWORK FOR A CRIME MAPPING SYSTEM: A CASE STUDY OF POLICE FORENSIC SCIENCE CENTER 4 Peeravit Phonprapruit Sirapat Chiewchanwattana Khamron Sunat Journal 239-245 Suranaree Journal of Science and Technology 0 TCI , TCI
28 2016 Improved convex incremental extreme learning machine based on ridgelet and PSO algorithm Khamron Sunat Sirapat Chiewchanwattana Punyaphol Horata Pakarat Musikawan Yanika Kongsorot Conference Proceeding - 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 3 10.1109/JCSSE.2016.7748870 Scopus
29 2016 Harmonic extreme learning machine for data clustering Sarunyoo Boriratrit Sirapat Chiewchanwattana Khamron Sunat Punyaphol Horata Pakarat Musikawan Conference Proceeding - 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 4 10.1109/JCSSE.2016.7748872 Scopus
30 2016 Improvement flower pollination extreme learning machine based on meta-learning Sarunyoo Boriratrit Sirapat Chiewchanwattana Khamron Sunat Punyaphol Horata Pakarat Musikawan Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 2 10.1109/JCSSE.2016.7748871 Scopus
31 2016 Multilevel thresholding selection based on chaotic multi-verse optimization for image segmentation Tanachapong Wangchamhan Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 6 10.1109/JCSSE.2016.7748920 Scopus
32 2016 Multilevel thresholding for satellite image segmentation with moth-flame based optimization Nipotepat Muangkote Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 34 10.1109/JCSSE.2016.7748919 Scopus
33 2016 Application of singular spectrum analysis and kernel-based extreme learning machine for stock price prediction Preuk Suksiri Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 1 10.1109/JCSSE.2016.7748873 Scopus
34 2016 The application of social-spider optimization for parameter improvement in the Lukasiewicz structure Jintara Dollaor Nipotepat Muangkote Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 27-32 2016 8th International Conference on Knowledge and Smart Technology, KST 2016 1 10.1109/KST.2016.7440502 Scopus
35 2016 Demage Locating and Imputing of Atomic Force Microscope Image by Extreme Learning Machine Kwuanfa Mahasith Khamron Sunat Journal 51-57 Information Technology Journal 0 TCI
36 2015 Enhancement of online sequential extreme learning machine based on the householder block exact inverse QRD recursive least squares Punyaphol Horata Sirapat Chiewchanwattana Khamron Sunat Journal 239-252 Neurocomputing 8 10.1016/j.neucom.2013.10.047 Scopus
37 2015 An ontology framework for recommendation about a crime scene investigation Boonyarin Onnoom Nutcharee Wichiennit Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 176-180 14th International Symposium on Communications and Information Technologies, ISCIT 2014 6 10.1109/ISCIT.2014.7011895 Scopus
38 2014 Improvement Query In And Reserch Database Using Particle Swarm Optimization สุขสันต์ พรมบุญเรือง Punyaphol Horata Khamron Sunat Sirapat Chiewchanwattana Journal 45-55 Kasetsart Engineering Journal 0 TCI , TCI , TCI
39 2014 Extreme Learning Machine for Pre-Hypertension Classification จิราภา โสมชัย Nipotepat Muangkote Sirapat Chiewchanwattana Khamron Sunat Journal 89-100 Kasetsart Engineering Journal 0 TCI , TCI
40 2014 Clustering School by Quality Education Using Self-Organizing Map : Case Study School Under the Jurisdiction of the Nakhon Ratchasima Provincial Administrative Organization N. Sararum Khamron Sunat Sirapat Chiewchanwattana Journal 26-31 Information Technology Journal 0 TCI
41 2014 "I am in ASEAN": A learning media application on android operating system Yupadee Siboopimpa Thonthan Chaipranitan Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 9-12 Proceedings of the 2014 3rd ICT International Senior Project Conference, ICT-ISPC 2014 1 10.1109/ICT-ISPC.2014.6923206 Scopus
42 2014 Handwritten character recognition using generalized radial basis function Extreme Learning Machine with centers selection Peera Jarungthai Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014 3 10.1109/APSIPA.2014.7041773 Scopus
43 2014 Enhanced example-based image super-resolution for remote diagnosis of diabetic retinopathy in Thailand Pattanaphong Pothipassa Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 108-113 2014 International Computer Science and Engineering Conference, ICSEC 2014 0 10.1109/ICSEC.2014.6978178 Scopus
44 2014 An improved grey Wolf optimizer for training q-Gaussian Radial Basis Functional-link nets Nipotepat Muangkote Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 209-214 2014 International Computer Science and Engineering Conference, ICSEC 2014 64 10.1109/ICSEC.2014.6978196 Scopus
45 2014 An ontology design for recommendation filling-in for a crime scene investigation report of the forensic science police center 4 Thailand Boonyarin Onnoom Nutcharee Wichiennit Sirapat Chiewchanwattana Khamron Sunat Book Series 139-147 Studies in Computational Intelligence 1 10.1007/978-3-319-05503-9_14 Scopus
46 2014 A Comparative Machine Learning Algorithm to Predict the Bone Metastasis Cervical Cancer with Imbalance Data Problem Kasama Dokduang Vorachai Tangvoraphonkchai Sirapat Chiewchanwattana Khamron Sunat Book Series 93-102 Advances in Intelligent Systems and Computing 4 10.1007/978-3-319-06538-0_10 Scopus
47 2014 A global multilevel thresholding using differential evolution approach Kanjana Charansiriphaisan Sirapat Chiewchanwattana Khamron Sunat Journal Mathematical Problems in Engineering 12 10.1155/2014/974024 Scopus
48 2014 A two-stage SOM for noise reduction in SOM map Wirote Apinantanakon Khamron Sunat Conference Proceeding 198-202 2014 International Computer Science and Engineering Conference, ICSEC 2014 2 10.1109/ICSEC.2014.6978194 Scopus
49 2014 Improving vehicle detection by adapting parameters of HOG and kernel functions of SVM Natthariya Laopracha Theerayut Thongkrau Panida Songrum Rapeeporn Chamchong Khamron Sunat Conference Proceeding 372-377 2014 International Computer Science and Engineering Conference, ICSEC 2014 5 10.1109/ICSEC.2014.6978225 Scopus
50 2013 Evolutionary circular extreme learning machine Sarutte Atsawaraungsuk Pakarat Musigawan Punyaphol Horata Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 292-297 2013 International Computer Science and Engineering Conference, ICSEC 2013 6 10.1109/ICSEC.2013.6694796 Scopus
51 2013 Robust extreme learning machine Punyaphol Horata Sirapat Chiewchanwattana Khamron Sunat Journal 31-44 Neurocomputing 128 10.1016/j.neucom.2011.12.045 Scopus
52 2013 Enhancing modified cuckoo search by using Mantegna Lévy flights and chaotic sequences Patchara Nasa-Ngium Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 53-57 Proceedings of the 2013 10th International Joint Conference on Computer Science and Software Engineering, JCSSE 2013 23 10.1109/JCSSE.2013.6567319 Scopus
53 2013 Evolutionary training of a q-Gaussian radial basis functional-link nets for function approximation Nipotepat Muangkote Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 58-63 Proceedings of the 2013 10th International Joint Conference on Computer Science and Software Engineering, JCSSE 2013 2 10.1109/JCSSE.2013.6567320 Scopus
54 2013 A comparative study of improved artificial bee colony algorithms applied to multilevel image thresholding Kanjana Charansiriphaisan Sirapat Chiewchanwattana Khamron Sunat Journal Mathematical Problems in Engineering 11 10.1155/2013/927591 Scopus
55 2013 PFP-PCA: Parallel fixed point PCA face recognition Kanokmon Rujirakul Banchar Arnonkijpanich Sarayut Poolsanguan Chakchai So-In Khamron Sunat Conference Proceeding 409-414 Proceedings - International Conference on Intelligent Systems, Modelling and Simulation, ISMS 12 10.1109/ISMS.2013.38 Scopus
56 2012 Improved differential evolution via cuckoo search operator Pakarat Musigawan Sirapat Chiewchanwattana Khamron Sunat Book Series 465-472 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 9 10.1007/978-3-642-34475-6_56 Scopus
57 2012 Generalized Transport Mean Shift algorithm for ubiquitous intelligence Panida Padungweang Khamron Sunat Sirapat Chiewchanwattana Journal 1202-1215 Simulation 0 10.1177/0037549712445233 Scopus
58 2012 A discrimination analysis for unsupervised feature selection via optic diffraction principle Chidchanok Lursinsap Praisan Padungweang Khamron Sunat Journal 1587-1600 IEEE Transactions on Neural Networks and Learning Systems 21 10.1109/TNNLS.2012.2208269 Scopus
59 2012 Evolutionary Extreme Learning Machine Based on Optimized Step-Size Random Search Firefly Algorithm Pakarat Musigawan Sirapat Chiewchanwattana Khamron Sunat Journal 26-32 Information Technology Journal 0 TCI , TCI , TCI
60 2011 K-Inverse Harmonic Means Clustering Algorithm K. Charansiriphaisan Sirapat Chiewchanwattana Khamron Sunat Journal 21-30 KKU Research Journal (Graduate Studies) 0 TCI , TCI
61 2011 Computer Damage Prediction Using Data Mining Technique C. Vorathnanuwong P. Sirisuk Khamron Sunat Journal 19-24 Ladkrabang Engineering Journal 0 TCI
62 2011 A comparative study of pseudo-inverse computing for the extreme learning machine classifier Punyaphol Horata Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 40-45 Proceedings - 3rd International Conference on Data Mining and Intelligent Information Technology Applications, ICMIA 2011 6 Scopus
63 2011 Facilitating the generalized Lorentzian kernel function for fuzzy c-means clustering Kanjana Charansiriphaisan Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 51-56 Proceedings - 3rd International Conference on Data Mining and Intelligent Information Technology Applications, ICMIA 2011 0 Scopus
64 2010 A Polynomial neural network Approach to Music Emotion Recognition A. Rattanaprapan P. Sirisuk Khamron Sunat Journal 31-36 Ladkrabang Engineering Journal 0 TCI , TCI
65 2010 GTMS: A simultaneous mode seeking and clustering Panida Padungweang Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 2010 5th International Conference on Future Information Technology, FutureTech 2010 - Proceedings 0 10.1109/FUTURETECH.2010.5482727 Scopus
66 2010 Selection of the Attributes Describing Artificial Neural Network Models for Violent Crimes Forecasting V. Kanchanakanho Sirapat Chiewchanwattana Khamron Sunat Journal 22-30 KKU Research Journal (Graduate Studies) 0 TCI , TCI , TCI
67 2009 Univariate filter technique for unsupervised feature selection using a new laplacian score based local nearest neighbors Chidchanok Lursinsap Praisan Padungweang Khamron Sunat Conference Proceeding 196-200 Proceedings - 2009 Asia-Pacific Conference on Information Processing, APCIP 2009 8 10.1109/APCIP.2009.185 Scopus
68 2006 Fingerprint Image Enhancement Using Voting Algorithm S. Wiangsamut U. Saisangchan Khamron Sunat Sirapat Chiewchanwattana Journal 213-227 KKU Research Journal 0 TCI , TCI , TCI
69 2006 Adaptive data clustering using weighted alternative fuzzy clustering algorithms Somchai Champathong Sartra Wongthanavasu Khamron Sunat Journal 1646-1653 WSEAS Transactions on Information Science and Applications 0 Scopus
70 2006 The DAGs-MLP structure to the efficiency of neural network classification for hepatobiliary disorder Anan Niyom Chidchanok Lursinsap Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 1489-1493 2006 SICE-ICASE International Joint Conference 2 10.1109/SICE.2006.315306 Scopus
71 2005 Semiautonomous Adjust Membership Function of Fuzzy Control for Robot Avoid Odstacle K. Ratanarungsan W. Kurutach S. Srisuk Khamron Sunat Journal 30-42 Engineering Transactions 0 TCI
72 2005 Intelligent ultra fast charger for Ni-Cd batteries Panom Petchjatuporn Phinyo Wicheanchote Noppadol Khaehintung Wiwat Kiranon Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 5162-5165 Proceedings - IEEE International Symposium on Circuits and Systems 7 10.1109/ISCAS.2005.1465797 Scopus
73 1999 Face Detection Using Eigen Face and Correlation Analysis สนั่น ศรีสุข วีระศักดิ์ คุรุธัช Khamron Sunat Journal 78-84 Engineering Transactions 0 TCI
74 1998 Reduction of Data Dimension for Face Recognition Using PCA S. Srisuk W. Kuratach Khamron Sunat Journal 242-247 Engineering Transactions 0 TCI , TCI
No. Year Paper Name Author Document Type Page Journals/Transactions Citations Doi
1 2022 Joint Opposite Selection (JOS): A premiere joint of selective leading opposition and dynamic opposite enhanced Harris’ hawks optimization for solving single-objective problems Florentina Yuni Arini Sirapat Chiewchanwattana Chitsutha Soomlek Khamron Sunat Journal Expert Systems with Applications 0 10.1016/j.eswa.2021.116001
2 2021 A Cooperation of the Multileader Fruit Fly and Probabilistic Random Walk Strategies with Adaptive Normalization for Solving the Unconstrained Optimization Problems Wirote Apinantanakon Khamron Sunat Sirapat Chiewchanwattana Journal 459-491 Statistics, Optimization and Information Computing 0 10.19139/soic-2310-5070-702
3 2020 An asymmetric chaotic competitive swarm optimization algorithm for feature selection in high-dimensional data Supailin Pichai Khamron Sunat Sirapat Chiewchanwattana Journal 1-13 Symmetry 5 10.3390/sym12111782
4 2020 Cultural algorithm initializes weights of neural network model for annual electricity consumption prediction Gawalee Phatai Sirapat Chiewchanwattana Khamron Sunat Journal 101-110 International Journal of Advanced Computer Science and Applications 0 10.14569/IJACSA.2020.0110613
5 2020 An efficient adaptive thresholding function optimized by a cuckoo search algorithm for a despeckling filter of medical ultrasound images Nitit WangNo Sirapat Chiewchanwattana Khamron Sunat Journal Journal of Ambient Intelligence and Humanized Computing 1 10.1007/s12652-020-01743-3
6 2020 Wind power forecasting using a heterogeneous ensemble of decomposition-based nnrw techniques Khamron Sunat Pakarat Musikawan Yanika Kongsorot Journal 122-138 ECTI Transactions on Computer and Information Technology 2 10.37936/ecti-cit.2020142.239860
7 2020 RO-FOA: An ecosystem-inspired compact fruit fly optimization algorithm for box-constrained optimization Wirote Apinantanakon Joel Alan Kinmond Khamron Sunat Journal 1-26 Engineering and Applied Science Research 0
8 2019 Enhancement of artificial emotional neural network using Jaya algorithm and the investigation of expanded feature selected for wind power forecasting Suthasinee Iamsa-At Punyaphol Horata Khamron Sunat Conference Proceeding 137-142 ACM International Conference Proceeding Series 0 10.1145/3348445.3348448
9 2019 Kernel extreme learning machine based on fuzzy set theory for multi-label classification Punyaphol Horata Khamron Sunat Pakarat Musikawan Yanika Kongsorot Journal 979-989 International Journal of Machine Learning and Cybernetics 13 10.1007/s13042-017-0776-3
10 2019 Parallelized Metaheuristic-Ensemble of Heterogeneous Feedforward Neural Networks for Regression Problems Khamron Sunat Punyaphol Horata Sirapat Chiewchanwattana Pakarat Musikawan Yanika Kongsorot Journal 26909-26932 IEEE Access 8 10.1109/ACCESS.2019.2900563
11 2019 An advanced onlooker-ranking-based adaptive differential evolution to extract the parameters of solar cell models Nipotepat Muangkote Sirilak Kaiwinit Khamron Sunat Sirapat Chiewchanwattana Journal 1129-1147 Renewable Energy 31 10.1016/j.renene.2018.09.017
12 2019 An improved K-means clustering filter for mixed noise removal in RGB color Nitit WangNo Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 556-559 ECTI-CON 2018 - 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology 2 10.1109/ECTICon.2018.8619928
13 2019 Impacts of Linnik Flight Usage Patterns on Cuckoo Search for Real-Parameter Global Optimization Problems Patchara Nasa-Ngium Khamron Sunat Sirapat Chiewchanwattana Journal 83932-83961 IEEE Access 1 10.1109/ACCESS.2019.2923557
14 2019 A Novel Feature Selection in Vehicle Detection Through the Selection of Dominant Patterns of Histograms of Oriented Gradients (DPHOG) Natthariya Laopracha Khamron Sunat Sirapat Chiewchanwattana Journal 20894-20919 IEEE Access 5 10.1109/ACCESS.2019.2893320
15 2019 Optimal data division for empowering artificial neural network models employing a modified M-SPXY algorithm Wirote Apinantanakon Joel Alan Kinmond Khamron Sunat Journal 276-284 Engineering and Applied Science Research 0 10.14456/easr.2019.31
16 2019 Feature selection using GSA-BBO hybridization algorithm with Chaos Supailin Pichai Khamron Sunat Conference Proceeding 178-183 2019 IEEE 4th International Conference on Computer and Communication Systems, ICCCS 2019 0 10.1109/CCOMS.2019.8821668
17 2018 Optimizing weighted ELM based on gray Wolf optimizer for imbalanced data classification Chudapa Thammasakorn Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 512-517 Proceedings of 2018 10th International Conference on Information Technology and Electrical Engineering: Smart Technology for Better Society, ICITEE 2018 3 10.1109/ICITEED.2018.8534930
18 2018 A comparative of neural network with metaheuristics for electricity consumption forecast modelling Gawalee Phatai Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 2018 22nd International Computer Science and Engineering Conference, ICSEC 2018 3 10.1109/ICSEC.2018.8712736
19 2018 Comparative study of computational time that HOG-based features used for vehicle detection Natthariya Laopracha Khamron Sunat Book Series 275-284 Advances in Intelligent Systems and Computing 10 10.1007/978-3-319-60663-7_26
20 2018 OMFO: A new opposition-based moth-flame optimization algorithm for solving unconstrained optimization problems Wirote Apinantanakon Khamron Sunat Book Series 22-31 Advances in Intelligent Systems and Computing 5 10.1007/978-3-319-60663-7_3
21 2017 Rr-cr-IJADE: An efficient differential evolution algorithm for multilevel image thresholding Nipotepat Muangkote Khamron Sunat Sirapat Chiewchanwattana Journal 272-289 Expert Systems with Applications 19 10.1016/j.eswa.2017.08.029
22 2017 Efficient algorithms based on the k-means and Chaotic League Championship Algorithm for numeric, categorical, and mixed-type data clustering Tanachapong Wangchamhan Sirapat Chiewchanwattana Khamron Sunat Journal 146-167 Expert Systems with Applications 27 10.1016/j.eswa.2017.08.004
23 2017 Design and development of application for crime scene notification system Nutcharee Wichiennit Boonchai Louchaisa Boonyarin Onnoom Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding Ubi-Media 2017 - Proceedings of the 10th International Conference on Ubi-Media Computing and Workshops with the 4th International Workshop on Advanced E-Learning and the 1st International Workshop on Multimedia and IoT: Networks, Systems and Applications 1 10.1109/UMEDIA.2017.8074103
24 2017 DNA forensic system for police forensic science center cooperation : Architectural design and implementation Amnart Rattanamuang Sirapat Chiewchanwattana Khamron Sunat Boonsup Waikham Conference Proceeding 20th International Computer Science and Engineering Conference: Smart Ubiquitos Computing and Knowledge, ICSEC 2016 0 10.1109/ICSEC.2016.7859901
25 2016 Improved convex incremental extreme learning machine based on ridgelet and PSO algorithm Khamron Sunat Sirapat Chiewchanwattana Punyaphol Horata Pakarat Musikawan Yanika Kongsorot Conference Proceeding - 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 3 10.1109/JCSSE.2016.7748870
26 2016 Harmonic extreme learning machine for data clustering Sarunyoo Boriratrit Sirapat Chiewchanwattana Khamron Sunat Punyaphol Horata Pakarat Musikawan Conference Proceeding - 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 4 10.1109/JCSSE.2016.7748872
27 2016 Improvement flower pollination extreme learning machine based on meta-learning Sarunyoo Boriratrit Sirapat Chiewchanwattana Khamron Sunat Punyaphol Horata Pakarat Musikawan Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 2 10.1109/JCSSE.2016.7748871
28 2016 Multilevel thresholding selection based on chaotic multi-verse optimization for image segmentation Tanachapong Wangchamhan Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 6 10.1109/JCSSE.2016.7748920
29 2016 Multilevel thresholding for satellite image segmentation with moth-flame based optimization Nipotepat Muangkote Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 34 10.1109/JCSSE.2016.7748919
30 2016 Application of singular spectrum analysis and kernel-based extreme learning machine for stock price prediction Preuk Suksiri Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 1 10.1109/JCSSE.2016.7748873
31 2016 The application of social-spider optimization for parameter improvement in the Lukasiewicz structure Jintara Dollaor Nipotepat Muangkote Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 27-32 2016 8th International Conference on Knowledge and Smart Technology, KST 2016 1 10.1109/KST.2016.7440502
32 2015 Enhancement of online sequential extreme learning machine based on the householder block exact inverse QRD recursive least squares Punyaphol Horata Sirapat Chiewchanwattana Khamron Sunat Journal 239-252 Neurocomputing 8 10.1016/j.neucom.2013.10.047
33 2015 An ontology framework for recommendation about a crime scene investigation Boonyarin Onnoom Nutcharee Wichiennit Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 176-180 14th International Symposium on Communications and Information Technologies, ISCIT 2014 6 10.1109/ISCIT.2014.7011895
34 2014 "I am in ASEAN": A learning media application on android operating system Yupadee Siboopimpa Thonthan Chaipranitan Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 9-12 Proceedings of the 2014 3rd ICT International Senior Project Conference, ICT-ISPC 2014 1 10.1109/ICT-ISPC.2014.6923206
35 2014 Handwritten character recognition using generalized radial basis function Extreme Learning Machine with centers selection Peera Jarungthai Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014 3 10.1109/APSIPA.2014.7041773
36 2014 Enhanced example-based image super-resolution for remote diagnosis of diabetic retinopathy in Thailand Pattanaphong Pothipassa Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 108-113 2014 International Computer Science and Engineering Conference, ICSEC 2014 0 10.1109/ICSEC.2014.6978178
37 2014 An improved grey Wolf optimizer for training q-Gaussian Radial Basis Functional-link nets Nipotepat Muangkote Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 209-214 2014 International Computer Science and Engineering Conference, ICSEC 2014 64 10.1109/ICSEC.2014.6978196
38 2014 An ontology design for recommendation filling-in for a crime scene investigation report of the forensic science police center 4 Thailand Boonyarin Onnoom Nutcharee Wichiennit Sirapat Chiewchanwattana Khamron Sunat Book Series 139-147 Studies in Computational Intelligence 1 10.1007/978-3-319-05503-9_14
39 2014 A Comparative Machine Learning Algorithm to Predict the Bone Metastasis Cervical Cancer with Imbalance Data Problem Kasama Dokduang Vorachai Tangvoraphonkchai Sirapat Chiewchanwattana Khamron Sunat Book Series 93-102 Advances in Intelligent Systems and Computing 4 10.1007/978-3-319-06538-0_10
40 2014 A global multilevel thresholding using differential evolution approach Kanjana Charansiriphaisan Sirapat Chiewchanwattana Khamron Sunat Journal Mathematical Problems in Engineering 12 10.1155/2014/974024
41 2014 A two-stage SOM for noise reduction in SOM map Wirote Apinantanakon Khamron Sunat Conference Proceeding 198-202 2014 International Computer Science and Engineering Conference, ICSEC 2014 2 10.1109/ICSEC.2014.6978194
42 2014 Improving vehicle detection by adapting parameters of HOG and kernel functions of SVM Natthariya Laopracha Theerayut Thongkrau Panida Songrum Rapeeporn Chamchong Khamron Sunat Conference Proceeding 372-377 2014 International Computer Science and Engineering Conference, ICSEC 2014 5 10.1109/ICSEC.2014.6978225
43 2013 Evolutionary circular extreme learning machine Sarutte Atsawaraungsuk Pakarat Musigawan Punyaphol Horata Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 292-297 2013 International Computer Science and Engineering Conference, ICSEC 2013 6 10.1109/ICSEC.2013.6694796
44 2013 Robust extreme learning machine Punyaphol Horata Sirapat Chiewchanwattana Khamron Sunat Journal 31-44 Neurocomputing 128 10.1016/j.neucom.2011.12.045
45 2013 Enhancing modified cuckoo search by using Mantegna Lévy flights and chaotic sequences Patchara Nasa-Ngium Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 53-57 Proceedings of the 2013 10th International Joint Conference on Computer Science and Software Engineering, JCSSE 2013 23 10.1109/JCSSE.2013.6567319
46 2013 Evolutionary training of a q-Gaussian radial basis functional-link nets for function approximation Nipotepat Muangkote Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 58-63 Proceedings of the 2013 10th International Joint Conference on Computer Science and Software Engineering, JCSSE 2013 2 10.1109/JCSSE.2013.6567320
47 2013 A comparative study of improved artificial bee colony algorithms applied to multilevel image thresholding Kanjana Charansiriphaisan Sirapat Chiewchanwattana Khamron Sunat Journal Mathematical Problems in Engineering 11 10.1155/2013/927591
48 2013 PFP-PCA: Parallel fixed point PCA face recognition Kanokmon Rujirakul Banchar Arnonkijpanich Sarayut Poolsanguan Chakchai So-In Khamron Sunat Conference Proceeding 409-414 Proceedings - International Conference on Intelligent Systems, Modelling and Simulation, ISMS 12 10.1109/ISMS.2013.38
49 2012 Improved differential evolution via cuckoo search operator Pakarat Musigawan Sirapat Chiewchanwattana Khamron Sunat Book Series 465-472 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 9 10.1007/978-3-642-34475-6_56
50 2012 Generalized Transport Mean Shift algorithm for ubiquitous intelligence Panida Padungweang Khamron Sunat Sirapat Chiewchanwattana Journal 1202-1215 Simulation 0 10.1177/0037549712445233
51 2012 A discrimination analysis for unsupervised feature selection via optic diffraction principle Chidchanok Lursinsap Praisan Padungweang Khamron Sunat Journal 1587-1600 IEEE Transactions on Neural Networks and Learning Systems 21 10.1109/TNNLS.2012.2208269
52 2011 A comparative study of pseudo-inverse computing for the extreme learning machine classifier Punyaphol Horata Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 40-45 Proceedings - 3rd International Conference on Data Mining and Intelligent Information Technology Applications, ICMIA 2011 6
53 2011 Facilitating the generalized Lorentzian kernel function for fuzzy c-means clustering Kanjana Charansiriphaisan Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 51-56 Proceedings - 3rd International Conference on Data Mining and Intelligent Information Technology Applications, ICMIA 2011 0
54 2010 GTMS: A simultaneous mode seeking and clustering Panida Padungweang Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 2010 5th International Conference on Future Information Technology, FutureTech 2010 - Proceedings 0 10.1109/FUTURETECH.2010.5482727
55 2009 Univariate filter technique for unsupervised feature selection using a new laplacian score based local nearest neighbors Chidchanok Lursinsap Praisan Padungweang Khamron Sunat Conference Proceeding 196-200 Proceedings - 2009 Asia-Pacific Conference on Information Processing, APCIP 2009 8 10.1109/APCIP.2009.185
56 2006 Adaptive data clustering using weighted alternative fuzzy clustering algorithms Somchai Champathong Sartra Wongthanavasu Khamron Sunat Journal 1646-1653 WSEAS Transactions on Information Science and Applications 0
57 2006 The DAGs-MLP structure to the efficiency of neural network classification for hepatobiliary disorder Anan Niyom Chidchanok Lursinsap Sirapat Chiewchanwattana Khamron Sunat Conference Proceeding 1489-1493 2006 SICE-ICASE International Joint Conference 2 10.1109/SICE.2006.315306
58 2005 Intelligent ultra fast charger for Ni-Cd batteries Panom Petchjatuporn Phinyo Wicheanchote Noppadol Khaehintung Wiwat Kiranon Khamron Sunat Sirapat Chiewchanwattana Conference Proceeding 5162-5165 Proceedings - IEEE International Symposium on Circuits and Systems 7 10.1109/ISCAS.2005.1465797
No. Year Paper Name Author Document Type Page Journals/Transactions Citations Doi
No. Year Paper Name Author Document Type Page Journals/Transactions Citations Doi
1 2020 Wind power forecasting using a heterogeneous ensemble of decomposition-based nnrw techniques Khamron Sunat Pakarat Musikawan Yanika Kongsorot Journal 122-138 ECTI Transactions on Computer and Information Technology 2 10.37936/ecti-cit.2020142.239860
2 2020 RO-FOA: An ecosystem-inspired compact fruit fly optimization algorithm for box-constrained optimization Wirote Apinantanakon Joel Alan Kinmond Khamron Sunat Journal 1-26 Engineering and Applied Science Research 0
3 2020 The Cuckoo Search Algorithm with Suitable Probabilistic Mutation Parameters for Global Optimization Problems Patchara Nasa-Ngium Khamron Sunat Journal 26-38 KKU Science Journal 0
4 2019 Optimal data division for empowering artificial neural network models employing a modified M-SPXY algorithm Wirote Apinantanakon Joel Alan Kinmond Khamron Sunat Journal 276-284 Engineering and Applied Science Research 0 10.14456/easr.2019.31
5 2019 Adpative Thresholding Function Image Denoising using the CSO Algorithm Nitit WangNo Sirapat Chiewchanwattana Khamron Sunat Journal 79-86 SNRU Journal of Science and Technology 0
6 2017 A VISUALIZATION FRAMEWORK FOR A CRIME MAPPING SYSTEM: A CASE STUDY OF POLICE FORENSIC SCIENCE CENTER 4 Peeravit Phonprapruit Sirapat Chiewchanwattana Khamron Sunat Journal 239-245 Suranaree Journal of Science and Technology 0
7 2016 Demage Locating and Imputing of Atomic Force Microscope Image by Extreme Learning Machine Kwuanfa Mahasith Khamron Sunat Journal 51-57 Information Technology Journal 0
8 2014 Improvement Query In And Reserch Database Using Particle Swarm Optimization สุขสันต์ พรมบุญเรือง Punyaphol Horata Khamron Sunat Sirapat Chiewchanwattana Journal 45-55 Kasetsart Engineering Journal 0
9 2014 Extreme Learning Machine for Pre-Hypertension Classification จิราภา โสมชัย Nipotepat Muangkote Sirapat Chiewchanwattana Khamron Sunat Journal 89-100 Kasetsart Engineering Journal 0
10 2014 Clustering School by Quality Education Using Self-Organizing Map : Case Study School Under the Jurisdiction of the Nakhon Ratchasima Provincial Administrative Organization N. Sararum Khamron Sunat Sirapat Chiewchanwattana Journal 26-31 Information Technology Journal 0
11 2012 Evolutionary Extreme Learning Machine Based on Optimized Step-Size Random Search Firefly Algorithm Pakarat Musigawan Sirapat Chiewchanwattana Khamron Sunat Journal 26-32 Information Technology Journal 0
12 2011 K-Inverse Harmonic Means Clustering Algorithm K. Charansiriphaisan Sirapat Chiewchanwattana Khamron Sunat Journal 21-30 KKU Research Journal (Graduate Studies) 0
13 2011 Computer Damage Prediction Using Data Mining Technique C. Vorathnanuwong P. Sirisuk Khamron Sunat Journal 19-24 Ladkrabang Engineering Journal 0
14 2010 A Polynomial neural network Approach to Music Emotion Recognition A. Rattanaprapan P. Sirisuk Khamron Sunat Journal 31-36 Ladkrabang Engineering Journal 0
15 2010 Selection of the Attributes Describing Artificial Neural Network Models for Violent Crimes Forecasting V. Kanchanakanho Sirapat Chiewchanwattana Khamron Sunat Journal 22-30 KKU Research Journal (Graduate Studies) 0
16 2006 Fingerprint Image Enhancement Using Voting Algorithm S. Wiangsamut U. Saisangchan Khamron Sunat Sirapat Chiewchanwattana Journal 213-227 KKU Research Journal 0
17 2005 Semiautonomous Adjust Membership Function of Fuzzy Control for Robot Avoid Odstacle K. Ratanarungsan W. Kurutach S. Srisuk Khamron Sunat Journal 30-42 Engineering Transactions 0
18 1999 Face Detection Using Eigen Face and Correlation Analysis สนั่น ศรีสุข วีระศักดิ์ คุรุธัช Khamron Sunat Journal 78-84 Engineering Transactions 0
19 1998 Reduction of Data Dimension for Face Recognition Using PCA S. Srisuk W. Kuratach Khamron Sunat Journal 242-247 Engineering Transactions 0
No. Year Name Author Publication Place Page
1 2559 เอกสารประกอบการสอนวิชา สถาปัตยกรรมระบบคอมพิวเตอร์ (Computer Systems Architechture) Khamron Sunat
No. Name Author Type Registration Number Registration Date
Year Paper Name Author Document Type Page Journals/Transactions Citations Doi