รศ.ดร. ปัญญาพล หอระตะ
Punyaphol Horata, Ph.D.
Associate Professor
Email: punhor1@kku.ac.th
Education
2528 B.Sc. (Mathematics) Khon Kaen University
2535 M.Sc. (Computer Science) Chulalongkorn University
2555 Ph.D. (Computer Science) Khon Kaen University
Publications



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No. Year Paper Name Author Document Type Page Journals/Transactions Citations 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 Punyaphol Horata Pakarat Musikawan Yanika Kongsorot 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 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
5 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
6 2018 A Fast Convolutional Denoising Autoencoder Based Extreme Learning Machine Janebhop Sawaengchob Punyaphol Horata Pakarat Musikawan Yanika Kongsorot 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 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
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 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
11 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
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 Punyaphol Horata Yanika Kongsorot 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/Transactions Citations 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 Punyaphol Horata Pakarat Musikawan Yanika Kongsorot 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 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
5 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
6 2018 A Fast Convolutional Denoising Autoencoder Based Extreme Learning Machine Janebhop Sawaengchob Punyaphol Horata Pakarat Musikawan Yanika Kongsorot 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 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
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 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
11 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
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 Punyaphol Horata Yanika Kongsorot 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/Transactions Citations Doi
No. Year Paper Name Author Document Type Page Journals/Transactions Citations 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 Publication Place Page
1 2560 ภาษาโปรแกรม (Programming languages) Punyaphol Horata ขอนแก่น: คลังนานาธรรม
No. Name Author Type Registration Number Registration Date
1 เกมคณิตคิดเร็วสำหรับเด็ก จักรกฤษณ์ กงเพชร อนุพงศ์ อุบลเลิศ Pusadee Seresangtakul Punyaphol Horata Copyright 326096 2558-07-08
Year Paper Name Author Document Type Page Journals/Transactions Citations Doi