The analysis and prediction of customer review rating using opinion mining W Songpan 2017 IEEE 15th International Conference on Software Engineering Research …, 2017 | 55 | 2017 |
Improved ensemble learning for classification techniques based on majority voting A Rojarath, W Songpan, C Pong-inwong 2016 7th IEEE international conference on software engineering and service …, 2016 | 44 | 2016 |
Sentiment analysis in teaching evaluations using sentiment phrase pattern matching (SPPM) based on association mining C Pong-Inwong, W Songpan International journal of machine learning and cybernetics 10, 2177-2186, 2019 | 37 | 2019 |
Teaching senti-lexicon for automated sentiment polarity definition in teaching evaluation C Pong-Inwong, WS Rungworawut 2014 10th International Conference on Semantics, Knowledge and Grids, 84-91, 2014 | 30 | 2014 |
Using ontology search in the design of class diagram from business process model W Rungworawut, T Senivongse PWASET 12, 165-170, 2006 | 30 | 2006 |
Cost-sensitive probability for weighted voting in an ensemble model for multi-class classification problems A Rojarath, W Songpan Applied Intelligence 51, 4908-4932, 2021 | 22 | 2021 |
A guideline to mapping business processes to UML class diagrams W Rungworawut, T Senivongse WSEAS Trans. on Computers 4 (11), 1526-1533, 2005 | 20 | 2005 |
Teaching evaluation using data mining on moodle LMS forum C Pong-inwong, W Rungworawut 2012 6th international conference on new trends in information science …, 2012 | 16 | 2012 |
Improved skin lesion image classification using clustering with local-GLCM normalization W Songpan 2018 2nd European Conference on Electrical Engineering and Computer Science …, 2018 | 15 | 2018 |
From business world to software world: deriving class diagrams from business process models W Rungworawut, T Senivongse Proceedings of the 5th WSEAS International Conference on Applied Informatics …, 2005 | 13 | 2005 |
Emotion analysis and classification of movie reviews using data mining K Moolthaisong, W Songpan 2020 international conference on data science, artificial intelligence, and …, 2020 | 9 | 2020 |
Probability-Weighted Voting Ensemble Learning for Classification Model A Rojarath, W Songpan Journal of Advances in Information Technology 11 (4), 2020 | 9 | 2020 |
Mutation‐Based Harmony Search Algorithm for Hybrid Testing of Web Service Composition E Maythaisong, W Songpan Computational Intelligence and Neuroscience 2018 (1), 4759405, 2018 | 8 | 2018 |
Achieving managerial goals in business process components design using genetic algorithms W Rungworawut, T Senivongse, K Cox 5th ACIS International Conference on Software Engineering Research …, 2007 | 6 | 2007 |
A study on the optimization algorithm for solving the supermarket shopping path problem J Kaewyotha, W Songpan 2018 3rd International Conference on Computer and Communication Systems …, 2018 | 5 | 2018 |
Classification model for skin lesion image N Danpakdee, W Songpan Information Science and Applications 2017: ICISA 2017 8, 553-561, 2017 | 5 | 2017 |
Solving bird image overlapping for automatic population counts of birds using image processing N Tidmerng, W Songpan, M Wattana 2016 Management and Innovation Technology International Conference (MITicon …, 2016 | 4 | 2016 |
Multi-objective design of profit volumes and closeness ratings using mbhs optimizing based on the prefixspan mining approach (Psma) for product layout in supermarkets J Kaewyotha, W Songpan Applied Sciences 11 (22), 10683, 2021 | 3 | 2021 |
Feature selection and reduction based on SMOTE and information gain for sentiment mining P Pongthanoo, W Songpan 2020 5th International Conference on Computer and Communication Systems …, 2020 | 3 | 2020 |
Edge Detection and Symmetry Method for Cleft Lip and Palate Children Using Image Processing N Choolikhit, W Songpan, M Wattana, N Arch-in Information Science and Applications 2018: ICISA 2018, 443-455, 2019 | 3 | 2019 |