อ.ดร. - -
Yanika Kongsorot, Ph.D.
Lecturer
Email: yaniko@kku.ac.th
Education
Publications



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No. Year Paper Name Author Document Type Page Journals/Transactions Citations Doi Source
1 2022 An enhanced fuzzy-based clustering protocol with an improved shuffled frog leaping algorithm for WSNs Paisarn Muneesawang Chakchai So-In Pakarat Musikawan Yanika Kongsorot Journal - Expert Systems with Applications 0 10.1016/j.eswa.2022.116767 Scopus
2 2022 An enhanced obstacle-aware deployment scheme with an opposition-based competitive swarm optimizer for mobile WSNs Paisarn Muneesawang Chakchai So-In Pakarat Musikawan Yanika Kongsorot Journal - Expert Systems with Applications 0 10.1016/j.eswa.2021.116035 Scopus
3 2021 Tomato Maturity Classification: A Transfer Learning Approach Chinapat Sakunrasrisuay Anh-Nhat Nguyen Phet Aimtongkham Chakchai So-In Pakarat Musikawan Yanika Kongsorot Conference Proceeding 411-416 ICSEC 2021 - 25th International Computer Science and Engineering Conference 0 10.1109/ICSEC53205.2021.9684584 Scopus
4 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
5 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
6 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
7 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
8 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
9 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
10 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
No. Year Paper Name Author Document Type Page Journals/Transactions Citations Doi
1 2022 An enhanced fuzzy-based clustering protocol with an improved shuffled frog leaping algorithm for WSNs Paisarn Muneesawang Chakchai So-In Pakarat Musikawan Yanika Kongsorot Journal - Expert Systems with Applications 0 10.1016/j.eswa.2022.116767
2 2022 An enhanced obstacle-aware deployment scheme with an opposition-based competitive swarm optimizer for mobile WSNs Paisarn Muneesawang Chakchai So-In Pakarat Musikawan Yanika Kongsorot Journal - Expert Systems with Applications 0 10.1016/j.eswa.2021.116035
3 2021 Tomato Maturity Classification: A Transfer Learning Approach Chinapat Sakunrasrisuay Anh-Nhat Nguyen Phet Aimtongkham Chakchai So-In Pakarat Musikawan Yanika Kongsorot Conference Proceeding 411-416 ICSEC 2021 - 25th International Computer Science and Engineering Conference 0 10.1109/ICSEC53205.2021.9684584
4 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
5 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
6 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
7 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
8 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
9 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
10 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
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
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Year Paper Name Author Document Type Page Journals/Transactions Citations Doi