รศ.ดร. ปัญญาพล หอระตะ
Punyaphol Horata, Ph.D.
Associate Professor
Email: punhor1@kku.ac.th
Education
1985 Khon Kaen University B.S. (Mathematics)
1992 Chulalongkorn University M.S. (Computer Science)
2012 Khon Kaen University Ph.D. (Computer Science)
Publications



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No Year Paper Name Author Document Type Page Journals/Conferences Citation Doi Source
1 2021 Enhanced Local Receptive Fields based Extreme Learning Machine using Dominant Patterns Selection Panuwat Keawbor Punyaphol Horata Conference Proceeding 161-166 ICSEC 2021 - 25th International Computer Science and Engineering Conference 0 10.1109/ICSEC53205.2021.9684636 Scopus
2 2020 An Incremental Kernel Extreme Learning Machine for Multi-Label Learning with Emerging New Labels Yanika Kongsorot Pakarat Musikawan Punyaphol Horata Journal 46055-46070 IEEE Access 2 10.1109/ACCESS.2020.2978648 Scopus
3 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
4 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
5 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
6 2018 A Fast Convolutional Denoising Autoencoder Based Extreme Learning Machine Janebhop Sawaengchob Pakarat Musikawan Yanika Kongsorot Punyaphol Horata Conference Proceeding 185-189 ICSEC 2017 - 21st International Computer Science and Engineering Conference 2017, Proceeding 0 10.1109/ICSEC.2017.8443962 Scopus
7 2017 Ensemble extreme learning machine for multi-instance learning Songpon Sastrawaha Punyaphol Horata Conference Proceeding 56-60 ACM International Conference Proceeding Series 1 10.1145/3055635.3056641 Scopus
8 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
9 2016 Extended hierarchical extreme learning machine with multilayer perceptron Khanittha Phurattanaprapin Punyaphol Horata Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 5 10.1109/JCSSE.2016.7748874 Scopus , TCI
10 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
11 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
12 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
13 2015 Evolutionary circular-ELM for the reduced-reference assessment of perceived image quality Sarutte Atsawaraungsuk Punyaphol Horata Book Series 657-664 Lecture Notes in Electrical Engineering 7 10.1007/978-3-662-46578-3_77 Scopus
14 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
15 2014 License plate recognition application using extreme learning machines Sumanta Subhadhira Usarat Juithonglang Paweena Sakulkoo Punyaphol Horata Conference Proceeding 103-106 Proceedings of the 2014 3rd ICT International Senior Project Conference, ICT-ISPC 2014 6 10.1109/ICT-ISPC.2014.6923228 Scopus
16 2014 Multi-label classification with extreme learning machine Yanika Kongsorot Punyaphol Horata Conference Proceeding 81-86 Proceedings of the 2014 6th International Conference on Knowledge and Smart Technology, KST 2014 15 10.1109/kst.2014.6775398 Scopus
17 2013 Handwritten character recognition using histograms of oriented gradient features in deep learning of artificial neural network Suthasinee Iamsa-At Punyaphol Horata Conference Proceeding 2013 International Conference on IT Convergence and Security, ICITCS 2013 26 10.1109/ICITCS.2013.6717840 Scopus
18 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
19 2013 Robust extreme learning machine Punyaphol Horata Sirapat Chiewchanwattana Khamron Sunat Journal 31-44 Neurocomputing 128 10.1016/j.neucom.2011.12.045 Scopus
20 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
21 2006 Class Diagrams in UML Punyaphol Horata Journal 171-182 KKU Science Journal 0 TCI
22 2004 กระบวนทัศน์การเขียนโปรแกรมเชิงคำสั่งและเชิงวัตถุ Punyaphol Horata Journal 143-149 KKU Science Journal 0 TCI
No Year Paper Name Author Document Type Page Journals/Conferences Citation Doi
1 2021 Enhanced Local Receptive Fields based Extreme Learning Machine using Dominant Patterns Selection Panuwat Keawbor Punyaphol Horata Conference Proceeding 161-166 ICSEC 2021 - 25th International Computer Science and Engineering Conference 0 10.1109/ICSEC53205.2021.9684636
2 2020 An Incremental Kernel Extreme Learning Machine for Multi-Label Learning with Emerging New Labels Yanika Kongsorot Pakarat Musikawan Punyaphol Horata Journal 46055-46070 IEEE Access 2 10.1109/ACCESS.2020.2978648
3 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
4 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
5 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
6 2018 A Fast Convolutional Denoising Autoencoder Based Extreme Learning Machine Janebhop Sawaengchob Pakarat Musikawan Yanika Kongsorot Punyaphol Horata Conference Proceeding 185-189 ICSEC 2017 - 21st International Computer Science and Engineering Conference 2017, Proceeding 0 10.1109/ICSEC.2017.8443962
7 2017 Ensemble extreme learning machine for multi-instance learning Songpon Sastrawaha Punyaphol Horata Conference Proceeding 56-60 ACM International Conference Proceeding Series 1 10.1145/3055635.3056641
8 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
9 2016 Extended hierarchical extreme learning machine with multilayer perceptron Khanittha Phurattanaprapin Punyaphol Horata Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 5 10.1109/JCSSE.2016.7748874
10 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
11 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
12 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
13 2015 Evolutionary circular-ELM for the reduced-reference assessment of perceived image quality Sarutte Atsawaraungsuk Punyaphol Horata Book Series 657-664 Lecture Notes in Electrical Engineering 7 10.1007/978-3-662-46578-3_77
14 2014 License plate recognition application using extreme learning machines Sumanta Subhadhira Usarat Juithonglang Paweena Sakulkoo Punyaphol Horata Conference Proceeding 103-106 Proceedings of the 2014 3rd ICT International Senior Project Conference, ICT-ISPC 2014 6 10.1109/ICT-ISPC.2014.6923228
15 2014 Multi-label classification with extreme learning machine Yanika Kongsorot Punyaphol Horata Conference Proceeding 81-86 Proceedings of the 2014 6th International Conference on Knowledge and Smart Technology, KST 2014 15 10.1109/kst.2014.6775398
16 2013 Handwritten character recognition using histograms of oriented gradient features in deep learning of artificial neural network Suthasinee Iamsa-At Punyaphol Horata Conference Proceeding 2013 International Conference on IT Convergence and Security, ICITCS 2013 26 10.1109/ICITCS.2013.6717840
17 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
18 2013 Robust extreme learning machine Punyaphol Horata Sirapat Chiewchanwattana Khamron Sunat Journal 31-44 Neurocomputing 128 10.1016/j.neucom.2011.12.045
19 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
No Year Paper Name Author Document Type Page Journals/Conferences Citation Doi
No Year Paper Name Author Document Type Page Journals/Conferences Citation Doi
1 2016 Extended hierarchical extreme learning machine with multilayer perceptron Khanittha Phurattanaprapin Punyaphol Horata Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 5 10.1109/JCSSE.2016.7748874
2 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
3 2006 Class Diagrams in UML Punyaphol Horata Journal 171-182 KKU Science Journal 0
4 2004 กระบวนทัศน์การเขียนโปรแกรมเชิงคำสั่งและเชิงวัตถุ Punyaphol Horata Journal 143-149 KKU Science Journal 0
No Year Name Author Place of Publication Page
1 2560 ภาษาโปรแกรม (Programming languages) Punyaphol Horata ขอนแก่น: คลังนานาธรรม
No Name Author Academic Work Type Registration Number Registration Date
1 langSwitch Punyaphol Horata สิทธิบัตร 12345678 2025-03-11