ผศ.ดร. คำรณ สุนัติ
Khamron Sunat, Ph.D.
Assistant Professor
E-mail: skhamron@kku.ac.th
Education
2533 วท.บ. (เคมีเทคนิค/เคมีวิศวกรรม) - จุฬาลงกรณ์มหาวิทยาลัย
2542 วท.ม. (วิทยาศาสตร์คอมพิวเตอร์) - จุฬาลงกรณ์มหาวิทยาลัย
2547 วท.ด. (วิทยาการคอมพิวเตอร์) - จุฬาลงกรณ์มหาวิทยาลัย
Publications



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No. Year (B.E.) Paper Name Author Document Type (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 Pakarat Musikawan Yanika Kongsorot Khamron Sunat 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 Yanika Kongsorot Pakarat Musikawan Punyaphol Horata Khamron Sunat 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 Pakarat Musikawan Yanika Kongsorot Khamron Sunat Punyaphol Horata Sirapat Chiewchanwattana 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 Pakarat Musikawan Yanika Kongsorot Khamron Sunat Sirapat Chiewchanwattana Punyaphol Horata 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 Pakarat Musikawan Sirapat Chiewchanwattana Khamron Sunat Punyaphol Horata 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 Pakarat Musikawan Sirapat Chiewchanwattana Khamron Sunat Punyaphol Horata 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 (B.E.) Paper Name Author Document Type (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 Pakarat Musikawan Yanika Kongsorot Khamron Sunat 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 Yanika Kongsorot Pakarat Musikawan Punyaphol Horata Khamron Sunat 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 Pakarat Musikawan Yanika Kongsorot Khamron Sunat Punyaphol Horata Sirapat Chiewchanwattana 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 Pakarat Musikawan Yanika Kongsorot Khamron Sunat Sirapat Chiewchanwattana Punyaphol Horata 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 Pakarat Musikawan Sirapat Chiewchanwattana Khamron Sunat Punyaphol Horata 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 Pakarat Musikawan Sirapat Chiewchanwattana Khamron Sunat Punyaphol Horata 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 (B.E.) Paper Name Author Document Type (Type) Page Journals/Transactions Citations DOI
No. Year (B.E.) Paper Name Author Document Type (Type) Page Journals/Transactions Citations DOI
1 2020 Wind power forecasting using a heterogeneous ensemble of decomposition-based nnrw techniques Pakarat Musikawan Yanika Kongsorot Khamron Sunat 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 (B.E.) Name Author Place of Publication Page
1 2559 เอกสารประกอบการสอนวิชา สถาปัตยกรรมระบบคอมพิวเตอร์ (Computer Systems Architechture) Khamron Sunat
No. Name Author Type Registration Number Registration Date