ระบบข้อมูลงานวิจัย วิทยาลัยการคอมพิวเตอร์

Export To Excel

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	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/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	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/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	Place of publication	Page
1	2017	ภาษาโปรแกรม (Programming languages)	Punyaphol Horata	Khon Kaen: Nana Dharma Treasury

No.	Name	Author	Type	Place of publication	Register date

Assoc. Prof. Dr. Punyaphol Horata

Punyaphol Horata, Ph.D.

Associate Professor

Email: punhor1@kku.ac.th

Education

1985 Khon Kaen University

1992 Chulalongkorn University

2012 Khon Kaen University

Publications