ศ.ดร. ศาสตรา วงศ์ธนวสุ
Sartra Wongthanavasu, Ph.D.
Professor
Email: wongsar@kku.ac.th
Education
1983 Khon Kaen University B.S. (Mathematics)
1985 National Institute of Development Administration M.S. (Applied Statistics)
2001 Asian Institute of Technology, Thailand D.Tech.Sc. (Computer Science)
Publications



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No Year Paper Name Author Document Type Page Journals/Conferences Citation Doi Source
1 2022 Hybrid filter–wrapper attribute selection with alpha-level fuzzy rough sets Nguyen Ngoc Thuy Sartra Wongthanavasu Journal Expert Systems with Applications 0 10.1016/j.eswa.2021.116428 Scopus
2 2021 A novel temporal recommender system based on multiple transitions in user preference drift and topic review evolution Charinya Wangwatcharakul Sartra Wongthanavasu Journal Expert Systems with Applications 1 10.1016/j.eswa.2021.115626 Scopus
3 2021 A Novel Feature Selection Method for High-Dimensional Mixed Decision Tables Nguyen Ngoc Thuy Sartra Wongthanavasu Journal IEEE Transactions on Neural Networks and Learning Systems 4 10.1109/TNNLS.2020.3048080 Scopus
4 2021 An improved cellular automata-based classifier with soft decision Pattapon Wanna Sartra Wongthanavasu Journal 1701-1715 Journal of Internet Technology 0 10.3966/160792642020112106012 Scopus
5 2020 An efficient stripped cover-based accelerator for reduction of attributes in incomplete decision tables Nguyen Ngoc Thuy Sartra Wongthanavasu Journal Expert Systems with Applications 5 10.1016/j.eswa.2019.113076 Scopus
6 2020 Single Image Haze Removal Using Deep Cellular Automata Learning Surasak Tangsakul Sartra Wongthanavasu Journal 103181-103199 IEEE Access 4 10.1109/ACCESS.2020.2999076 Scopus
7 2020 Dynamic Collaborative Filtering Based on User Preference Drift and Topic Evolution Charinya Wangwatcharakul Sartra Wongthanavasu Journal 86433-86447 IEEE Access 3 10.1109/ACCESS.2020.2993289 Scopus
8 2020 SET index forecast using bayesian belief networks Tharaporn Chawlom Sartra Wongthanavasu Conference Proceeding 30-35 KST 2020 - 2020 12th International Conference on Knowledge and Smart Technology 0 10.1109/KST48564.2020.9059325 Scopus
9 2020 A new approach for reduction of attributes based on stripped quotient sets Nguyen Ngoc Thuy Sartra Wongthanavasu Journal Pattern Recognition 11 10.1016/j.patcog.2019.106999 Scopus
10 2019 On reduction of attributes in inconsistent decision tables based on subormation entropies and stripped quotient sets Nguyen Ngoc Thuy Sartra Wongthanavasu Journal 308-323 Expert Systems with Applications 11 10.1016/j.eswa.2019.06.071 Scopus
11 2018 Lagrangian Duality with ELM for Word Sense Multiprototype Discovery Ping Liang Sartra Wongthanavasu Journal 979-990 Applied Artificial Intelligence 0 10.1080/08839514.2018.1530833 Scopus
12 2018 Improving Single Image Haze Removal Based on Cellular Automata Model Surasak Tangsakul Sartra Wongthanavasu Conference Proceeding Proceeding of 2018 15th International Joint Conference on Computer Science and Software Engineering, JCSSE 2018 0 10.1109/JCSSE.2018.8457394 Scopus
13 2018 Face Recognition in Unconstrained Environment Wipawee Srisawasd Sartra Wongthanavasu Conference Proceeding Proceeding of 2018 15th International Joint Conference on Computer Science and Software Engineering, JCSSE 2018 1 10.1109/JCSSE.2018.8457336 Scopus
14 2018 Improving Dynamic Recommender System Based on Item Clustering for Preference Drifts Charinya Wangwatcharakul Sartra Wongthanavasu Conference Proceeding Proceeding of 2018 15th International Joint Conference on Computer Science and Software Engineering, JCSSE 2018 2 10.1109/JCSSE.2018.8457395 Scopus
15 2018 A Differential Evolution-based Rule Ordering of Cellular Automata for Classification Pattapon Wanna Jetsada Ponkaew Sartra Wongthanavasu Conference Proceeding 34-39 2018 10th International Conference on Knowledge and Smart Technology: Cybernetics in the Next Decades, KST 2018 1 10.1109/KST.2018.8426075 Scopus
16 2017 An efficient brain tumor segmentation based on cellular automata and improved tumor-cut algorithm Chaiyanan Sompong Sartra Wongthanavasu Journal 231-244 Expert Systems with Applications 29 10.1016/j.eswa.2016.10.064 Scopus
17 2017 Foreword: Special issue for JCSSE 2016 Brojo Kishore Mishra Sheng-Lung Peng Sartra Wongthanavasu Journal 1649-1650 Journal of Internet Technology 0 Scopus
18 2017 Stochastic forward-looking prediction for entropy-based multimodal fused data Ping Liang Sartra Wongthanavasu Journal 935-943 Journal of Internet Technology 0 10.6138/JIT.2017.18.4.20170429e Scopus
19 2016 Brain tumor segmentation using cellular automata-based fuzzy c-means Chaiyanan Sompong Sartra Wongthanavasu Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 9 10.1109/JCSSE.2016.7748902 Scopus
20 2016 Least squared Itô's drift-diffusion Kernel function for fat tailed distribution simulation of realtime online stock price Ping Liang Sartra Wongthanavasu Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 1 10.1109/JCSSE.2016.7748931 Scopus
21 2016 Hybrid linear matrix factorization for topic-coherent terms clustering Ping Liang Sartra Wongthanavasu Journal 358-372 Expert Systems with Applications 3 10.1016/j.eswa.2016.06.022 Scopus
22 2016 A cellular automata-based learning method for classification Jetsada Ponkaew Sartra Wongthanavasu Journal 99-111 Expert Systems with Applications 11 10.1016/j.eswa.2015.12.003 Scopus
23 2016 Personalized Recommendation System for Travel Planning Ariya Namvong Sartra Wongthanavasu Journal 24-32 Information Technology Journal 0 TCI , TCI
24 2015 Facial age estimation using a hybrid of SVM and Fuzzy Logic Phittaya Hadchum Sartra Wongthanavasu Conference Proceeding ECTI-CON 2015 - 2015 12th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology 5 10.1109/ECTICon.2015.7206963 Scopus
25 2014 Data Regions Extraction for Semi-Structured Web Pages Using Bottom-up Approach Wachirawut Thamviset Sartra Wongthanavasu Journal 1-16 KKU Research Journal (Graduate Studies) 0 TCI , TCI
26 2014 Forecasting number of dengue patients using cellular automata model Trirat Soemsap Wichai Satimai Sartra Wongthanavasu Conference Proceeding 2014 International Electrical Engineering Congress, iEECON 2014 4 10.1109/iEECON.2014.6925876 Scopus
27 2014 Cellular Automata learning algorithm for classification Jesada Ponkaew Sartra Wongthanavasu Conference Proceeding 2014 International Electrical Engineering Congress, iEECON 2014 2 10.1109/iEECON.2014.6925938 Scopus
28 2014 Speech recognition - Based control system for Drone Songpol Supimros Sartra Wongthanavasu Conference Proceeding 107-110 Proceedings of the 2014 3rd ICT International Senior Project Conference, ICT-ISPC 2014 6 10.1109/ICT-ISPC.2014.6923229 Scopus
29 2014 Information extraction for deep web using repetitive subject pattern Wachirawut Thamviset Sartra Wongthanavasu Journal 1109-1139 World Wide Web 14 10.1007/s11280-013-0248-y Scopus
30 2014 Bottom-up region extractor for semi-structured web pages Wachirawut Thamviset Sartra Wongthanavasu Conference Proceeding 284-289 2014 International Computer Science and Engineering Conference, ICSEC 2014 3 10.1109/ICSEC.2014.6978209 Scopus
31 2014 Image cellular automata coding based on resolution progressive experiments with color spaces and file formats Phakphoom Clatboon Sartra Wongthanavasu Conference Proceeding 458-462 2014 International Computer Science and Engineering Conference, ICSEC 2014 1 10.1109/ICSEC.2014.6978240 Scopus
32 2014 MRI brain tumor segmentation using GLCM cellular automata-based texture feature Chaiyanan Sompong Sartra Wongthanavasu Conference Proceeding 192-197 2014 International Computer Science and Engineering Conference, ICSEC 2014 11 10.1109/ICSEC.2014.6978193 Scopus
33 2014 An efficient Cellular Automata-based error-correcting capability Jetsada Ponkaew Chidchanok Lursinsap Sartra Wongthanavasu Journal 2925-2942 Information (Japan) 0 Scopus
34 2014 Scalable resolution-based image coding algorithm Phakphoom Claiboon Sartra Wongthanavasu Conference Proceeding 40-45 2014 11th Int. Joint Conf. on Computer Science and Software Engineering: "Human Factors in Computer Science and Software Engineering" - e-Science and High Performance Computing: eHPC, JCSSE 2014 1 10.1109/JCSSE.2014.6841839 Scopus
35 2014 A novel segmentation method for isointense MRI brain tumor Chaiyanan Sompong Sartra Wongthanavasu Conference Proceeding 258-262 2014 11th Int. Joint Conf. on Computer Science and Software Engineering: "Human Factors in Computer Science and Software Engineering" - e-Science and High Performance Computing: eHPC, JCSSE 2014 0 10.1109/JCSSE.2014.6841877 Scopus
36 2013 Speech emotion recognition using support vector machines Thapanee Seehapoch Sartra Wongthanavasu Conference Proceeding 86-91 Proceedings of the 2013 5th International Conference on Knowledge and Smart Technology, KST 2013 50 10.1109/KST.2013.6512793 Scopus
37 2012 Structured web subormation extraction using repetitive subject pattern Wachirawut Thamviset Sartra Wongthanavasu Conference Proceeding 2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON 2012 3 10.1109/ECTICon.2012.6254247 Scopus
38 2011 A nonlinear classifier using an evolution of Cellular Automata Jetsada Ponkaew Chidchanok Lursinsap Sartra Wongthanavasu Conference Proceeding 2011 International Symposium on Intelligent Signal Processing and Communications Systems: "The Decade of Intelligent and Green Signal Processing and Communications", ISPACS 2011 2 10.1109/ISPACS.2011.6146058 Scopus
39 2011 Two-class classifier cellular automata Jetsada Ponkaew Chidchanok Lursinsap Sartra Wongthanavasu Conference Proceeding 354-359 2011 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2011 5 10.1109/ISIEA.2011.6108730 Scopus
40 2006 A Performance Comparison of HMM Topologies for Thai Handwritten Character Recognition S. Tangsakul Sartra Wongthanavasu Journal 48-59 KKU Research Journal (Graduate Studies) 0 TCI
41 2006 Cellular automata-based algorithm and its application in medical image processing V. Tangvoraphonkchai Sartra Wongthanavasu Conference Proceeding Proceedings - International Conference on Image Processing, ICIP 9 10.1109/ICIP.2007.4379241 Scopus
42 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
43 2004 A 3-D CA-based edge operator for 3-D images C. Lursinsap Sartra Wongthanavasu Conference Proceeding 235-238 Proceedings - International Conference on Image Processing, ICIP 3 10.1109/ICIP.2004.1418733 Scopus
44 2003 A CA-based edge operator and its performance evaluation R. Sadananda Sartra Wongthanavasu Journal 83-96 Journal of Visual Communication and Image Representation 31 10.1016/S1047-3203(03)00022-1 Scopus
45 2000 An assessment of the Thai government's health services for the aged. P. Kamnuansilpa J. Bryant A. Prohmmo Sartra Wongthanavasu Journal 3-18 Asia-Pacific population journal / United Nations 3 10.18356/6d3351df-en Scopus
No Year Paper Name Author Document Type Page Journals/Conferences Citation Doi
1 2022 Hybrid filter–wrapper attribute selection with alpha-level fuzzy rough sets Nguyen Ngoc Thuy Sartra Wongthanavasu Journal Expert Systems with Applications 0 10.1016/j.eswa.2021.116428
2 2021 A novel temporal recommender system based on multiple transitions in user preference drift and topic review evolution Charinya Wangwatcharakul Sartra Wongthanavasu Journal Expert Systems with Applications 1 10.1016/j.eswa.2021.115626
3 2021 A Novel Feature Selection Method for High-Dimensional Mixed Decision Tables Nguyen Ngoc Thuy Sartra Wongthanavasu Journal IEEE Transactions on Neural Networks and Learning Systems 4 10.1109/TNNLS.2020.3048080
4 2021 An improved cellular automata-based classifier with soft decision Pattapon Wanna Sartra Wongthanavasu Journal 1701-1715 Journal of Internet Technology 0 10.3966/160792642020112106012
5 2020 An efficient stripped cover-based accelerator for reduction of attributes in incomplete decision tables Nguyen Ngoc Thuy Sartra Wongthanavasu Journal Expert Systems with Applications 5 10.1016/j.eswa.2019.113076
6 2020 Single Image Haze Removal Using Deep Cellular Automata Learning Surasak Tangsakul Sartra Wongthanavasu Journal 103181-103199 IEEE Access 4 10.1109/ACCESS.2020.2999076
7 2020 Dynamic Collaborative Filtering Based on User Preference Drift and Topic Evolution Charinya Wangwatcharakul Sartra Wongthanavasu Journal 86433-86447 IEEE Access 3 10.1109/ACCESS.2020.2993289
8 2020 SET index forecast using bayesian belief networks Tharaporn Chawlom Sartra Wongthanavasu Conference Proceeding 30-35 KST 2020 - 2020 12th International Conference on Knowledge and Smart Technology 0 10.1109/KST48564.2020.9059325
9 2020 A new approach for reduction of attributes based on stripped quotient sets Nguyen Ngoc Thuy Sartra Wongthanavasu Journal Pattern Recognition 11 10.1016/j.patcog.2019.106999
10 2019 On reduction of attributes in inconsistent decision tables based on subormation entropies and stripped quotient sets Nguyen Ngoc Thuy Sartra Wongthanavasu Journal 308-323 Expert Systems with Applications 11 10.1016/j.eswa.2019.06.071
11 2018 Lagrangian Duality with ELM for Word Sense Multiprototype Discovery Ping Liang Sartra Wongthanavasu Journal 979-990 Applied Artificial Intelligence 0 10.1080/08839514.2018.1530833
12 2018 Improving Single Image Haze Removal Based on Cellular Automata Model Surasak Tangsakul Sartra Wongthanavasu Conference Proceeding Proceeding of 2018 15th International Joint Conference on Computer Science and Software Engineering, JCSSE 2018 0 10.1109/JCSSE.2018.8457394
13 2018 Face Recognition in Unconstrained Environment Wipawee Srisawasd Sartra Wongthanavasu Conference Proceeding Proceeding of 2018 15th International Joint Conference on Computer Science and Software Engineering, JCSSE 2018 1 10.1109/JCSSE.2018.8457336
14 2018 Improving Dynamic Recommender System Based on Item Clustering for Preference Drifts Charinya Wangwatcharakul Sartra Wongthanavasu Conference Proceeding Proceeding of 2018 15th International Joint Conference on Computer Science and Software Engineering, JCSSE 2018 2 10.1109/JCSSE.2018.8457395
15 2018 A Differential Evolution-based Rule Ordering of Cellular Automata for Classification Pattapon Wanna Jetsada Ponkaew Sartra Wongthanavasu Conference Proceeding 34-39 2018 10th International Conference on Knowledge and Smart Technology: Cybernetics in the Next Decades, KST 2018 1 10.1109/KST.2018.8426075
16 2017 An efficient brain tumor segmentation based on cellular automata and improved tumor-cut algorithm Chaiyanan Sompong Sartra Wongthanavasu Journal 231-244 Expert Systems with Applications 29 10.1016/j.eswa.2016.10.064
17 2017 Foreword: Special issue for JCSSE 2016 Brojo Kishore Mishra Sheng-Lung Peng Sartra Wongthanavasu Journal 1649-1650 Journal of Internet Technology 0
18 2017 Stochastic forward-looking prediction for entropy-based multimodal fused data Ping Liang Sartra Wongthanavasu Journal 935-943 Journal of Internet Technology 0 10.6138/JIT.2017.18.4.20170429e
19 2016 Brain tumor segmentation using cellular automata-based fuzzy c-means Chaiyanan Sompong Sartra Wongthanavasu Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 9 10.1109/JCSSE.2016.7748902
20 2016 Least squared Itô's drift-diffusion Kernel function for fat tailed distribution simulation of realtime online stock price Ping Liang Sartra Wongthanavasu Conference Proceeding 2016 13th International Joint Conference on Computer Science and Software Engineering, JCSSE 2016 1 10.1109/JCSSE.2016.7748931
21 2016 Hybrid linear matrix factorization for topic-coherent terms clustering Ping Liang Sartra Wongthanavasu Journal 358-372 Expert Systems with Applications 3 10.1016/j.eswa.2016.06.022
22 2016 A cellular automata-based learning method for classification Jetsada Ponkaew Sartra Wongthanavasu Journal 99-111 Expert Systems with Applications 11 10.1016/j.eswa.2015.12.003
23 2015 Facial age estimation using a hybrid of SVM and Fuzzy Logic Phittaya Hadchum Sartra Wongthanavasu Conference Proceeding ECTI-CON 2015 - 2015 12th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology 5 10.1109/ECTICon.2015.7206963
24 2014 Forecasting number of dengue patients using cellular automata model Trirat Soemsap Wichai Satimai Sartra Wongthanavasu Conference Proceeding 2014 International Electrical Engineering Congress, iEECON 2014 4 10.1109/iEECON.2014.6925876
25 2014 Cellular Automata learning algorithm for classification Jesada Ponkaew Sartra Wongthanavasu Conference Proceeding 2014 International Electrical Engineering Congress, iEECON 2014 2 10.1109/iEECON.2014.6925938
26 2014 Speech recognition - Based control system for Drone Songpol Supimros Sartra Wongthanavasu Conference Proceeding 107-110 Proceedings of the 2014 3rd ICT International Senior Project Conference, ICT-ISPC 2014 6 10.1109/ICT-ISPC.2014.6923229
27 2014 Information extraction for deep web using repetitive subject pattern Wachirawut Thamviset Sartra Wongthanavasu Journal 1109-1139 World Wide Web 14 10.1007/s11280-013-0248-y
28 2014 Bottom-up region extractor for semi-structured web pages Wachirawut Thamviset Sartra Wongthanavasu Conference Proceeding 284-289 2014 International Computer Science and Engineering Conference, ICSEC 2014 3 10.1109/ICSEC.2014.6978209
29 2014 Image cellular automata coding based on resolution progressive experiments with color spaces and file formats Phakphoom Clatboon Sartra Wongthanavasu Conference Proceeding 458-462 2014 International Computer Science and Engineering Conference, ICSEC 2014 1 10.1109/ICSEC.2014.6978240
30 2014 MRI brain tumor segmentation using GLCM cellular automata-based texture feature Chaiyanan Sompong Sartra Wongthanavasu Conference Proceeding 192-197 2014 International Computer Science and Engineering Conference, ICSEC 2014 11 10.1109/ICSEC.2014.6978193
31 2014 An efficient Cellular Automata-based error-correcting capability Jetsada Ponkaew Chidchanok Lursinsap Sartra Wongthanavasu Journal 2925-2942 Information (Japan) 0
32 2014 Scalable resolution-based image coding algorithm Phakphoom Claiboon Sartra Wongthanavasu Conference Proceeding 40-45 2014 11th Int. Joint Conf. on Computer Science and Software Engineering: "Human Factors in Computer Science and Software Engineering" - e-Science and High Performance Computing: eHPC, JCSSE 2014 1 10.1109/JCSSE.2014.6841839
33 2014 A novel segmentation method for isointense MRI brain tumor Chaiyanan Sompong Sartra Wongthanavasu Conference Proceeding 258-262 2014 11th Int. Joint Conf. on Computer Science and Software Engineering: "Human Factors in Computer Science and Software Engineering" - e-Science and High Performance Computing: eHPC, JCSSE 2014 0 10.1109/JCSSE.2014.6841877
34 2013 Speech emotion recognition using support vector machines Thapanee Seehapoch Sartra Wongthanavasu Conference Proceeding 86-91 Proceedings of the 2013 5th International Conference on Knowledge and Smart Technology, KST 2013 50 10.1109/KST.2013.6512793
35 2012 Structured web subormation extraction using repetitive subject pattern Wachirawut Thamviset Sartra Wongthanavasu Conference Proceeding 2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON 2012 3 10.1109/ECTICon.2012.6254247
36 2011 A nonlinear classifier using an evolution of Cellular Automata Jetsada Ponkaew Chidchanok Lursinsap Sartra Wongthanavasu Conference Proceeding 2011 International Symposium on Intelligent Signal Processing and Communications Systems: "The Decade of Intelligent and Green Signal Processing and Communications", ISPACS 2011 2 10.1109/ISPACS.2011.6146058
37 2011 Two-class classifier cellular automata Jetsada Ponkaew Chidchanok Lursinsap Sartra Wongthanavasu Conference Proceeding 354-359 2011 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2011 5 10.1109/ISIEA.2011.6108730
38 2006 Cellular automata-based algorithm and its application in medical image processing V. Tangvoraphonkchai Sartra Wongthanavasu Conference Proceeding Proceedings - International Conference on Image Processing, ICIP 9 10.1109/ICIP.2007.4379241
39 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
40 2004 A 3-D CA-based edge operator for 3-D images C. Lursinsap Sartra Wongthanavasu Conference Proceeding 235-238 Proceedings - International Conference on Image Processing, ICIP 3 10.1109/ICIP.2004.1418733
41 2003 A CA-based edge operator and its performance evaluation R. Sadananda Sartra Wongthanavasu Journal 83-96 Journal of Visual Communication and Image Representation 31 10.1016/S1047-3203(03)00022-1
42 2000 An assessment of the Thai government's health services for the aged. P. Kamnuansilpa J. Bryant A. Prohmmo Sartra Wongthanavasu Journal 3-18 Asia-Pacific population journal / United Nations 3 10.18356/6d3351df-en
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 Personalized Recommendation System for Travel Planning Ariya Namvong Sartra Wongthanavasu Journal 24-32 Information Technology Journal 0
2 2014 Data Regions Extraction for Semi-Structured Web Pages Using Bottom-up Approach Wachirawut Thamviset Sartra Wongthanavasu Journal 1-16 KKU Research Journal (Graduate Studies) 0
3 2006 A Performance Comparison of HMM Topologies for Thai Handwritten Character Recognition S. Tangsakul Sartra Wongthanavasu Journal 48-59 KKU Research Journal (Graduate Studies) 0
No Year Name Author Place of Publication Page
1 2560 Artificial Intelligence: Theory, Programs and Applications Sartra Wongthanavasu - 266
No Name Author Academic Work Type Registration Number Registration Date