@article{hirunyawanakul2020feature,
  title={Feature selection to improve performance of yield prediction in hard disk drive manufacturing},
  author={Hirunyawanakul, Anusara and Kaoungku, Nuntawut and Kerdprasop, Nittaya and Kerdprasop, Kittisak},
  journal={Int. J. Electr. Electron. Eng. Telecommun.},
  volume={9},
  pages={420--428},
  year={2020}
}

@article{kaoungku2019colorectal,
  title={Colorectal Cancer Histology Image Classification Using Stacked Ensembles},
  author={Kaoungku, Nuntawut and Kerdprasop, Kittisak and Kerdprasop, Nittaya and Chanklan, Ratiporn and Suksut, Keerachart},
  journal={Int. J. Futur. Comput. Commun.},
  volume={8},
  number={3},
  pages={104--108},
  year={2019}
}

@article{suksut2019improvement,
  title={Improvement the imbalanced data classification with restarting genetic algorithm for support vector machine algorithm},
  author={Suksut, Keerachart and Kaoungku, Nuntawut and Kerdprasop, Kittisak and Kerdprasop, Nittaya},
  journal={International Journal of Future Computer and Communication},
  volume={8},
  number={2},
  pages={63--67},
  year={2019}
}

@article{chanklan2018runoff,
  title={Runoff prediction with a combined artificial neural network and support vector regression},
  author={Chanklan, Ratiporn and Kaoungku, Nuntawut and Suksut, Keerachart and Kerdprasop, Kittisak and Kerdprasop, Nittaya},
  journal={International Journal of Machine Learning and Computing},
  volume={8},
  number={1},
  pages={39--43},
  year={2018}
}

@article{kaoungku2018silhouette,
  title={The silhouette width criterion for clustering and association mining to select image features},
  author={Kaoungku, Nuntawut and Suksut, Keerachart and Chanklan, Ratiporn and Kerdprasop, Kittisak and Kerdprasop, Nittaya},
  journal={International journal of machine learning and computing},
  volume={8},
  number={1},
  pages={69--73},
  year={2018}
}

@inproceedings{kaoungku2017data,
  title={Data classification based on feature selection with association rule mining},
  author={Kaoungku, Nuntawut and Suksut, Keerachart and Chanklan, Ratiporn and Kerdprasop, Kittisak and Kerdprasop, Nittaya},
  booktitle={International MultiConference of Engineers and Computer Scientists, Hong Kong},
  year={2017}
}

@inproceedings{suksut2017parameter,
  title={Parameter optimization for mammogram image classification with support vector machine},
  author={Suksut, Keerachart and Chanklan, Ratiporn and Kaoungku, Nuntawut and Chaiyakhan, Kedkard and Kerdprasop, Nittaya and Kerdprasop, Kittisak},
  booktitle={Proceedings of the International MultiConference of Engineers and Computer Scientists},
  volume={1},
  year={2017}
}

@article{suksut2017parameter,
  title={Parameter Optimization with Restarting Genetic Algorithm for the Forest Type Classification},
  author={Suksut, Keerachart and Kaoungku, Nuntawut and Kerdprasop, Nittaya and Kerdprasop, Kittisak},
  journal={International Journal of Machine Learning and Computing},
  volume={7},
  number={6},
  year={2017}
}

@article{kaoungku2017method,
  title={A method to clustering the feature ranking on data classification using an ensemble feature selection},
  author={Kaoungku, Nuntawut and Kerdprasop, Kittisak and Kerdprasop, Nittaya},
  journal={International Journal of Future Computer and Communication},
  volume={6},
  number={3},
  pages={81--85},
  year={2017},
  publisher={IACSIT Press}
}

@inproceedings{chanklan2017applying,
  title={On applying regression and neural network to predict rainfall using satellite based index},
  author={Chanklan, Ratiporn and Suksut, Keerachart and Chaiyakhan, Kedkard and Kaoungku, Nuntawut and Kerdprasop, Kittisak and Kerdprasop, Nittaya},
  booktitle={Proceedings of the international multi conference of engineers and computer scientists, Hong Kong, China},
  year={2017}
}

@inproceedings{kaoungku2015discretization,
  title={Discretization Based on Chi2 Algorithm and Visualize Technique for Association Rule Mining},
  author={Kaoungku, Nuntawut and Thinsungnoen, Tippaya and Durongdumrongchai, Pongsakorn and Kerdprasop, Kittisak and Kerdprasop, Nittaya},
  booktitle={The 3rd International Conference on Industrial Application Engineering 2015 (ICIAE2015)},
  year={2015}
}

@misc{thinsungnoen2015clustering,
  title={The Clustering Validity with Silhouette and Sum of Squared Errors, 44--51},
  author={Thinsungnoen, T and Kaoungku, N and Durongdumronchai, P and Kerdprasop, K and Kerdprasop, N},
  year={2015}
}

@article{kaoungku2015mechanism,
  title={A MECHANISM TO DISCOVER AND INTEGRATE ASSOCIATION RULES FROM MULTIPLE SOURCES},
  author={Kaoungku, Nuntawut and Kerdprasop, Kittisak and Kerdprasop, Nittaya},
  journal={Kasem Bundit Engineering Journal},
  volume={5},
  number={2},
  pages={1--14},
  year={2015}
}

@article{kaoungku2014technique,
  title={A technique to association rule mining on multiple datasets},
  author={Kaoungku, Nuntawut and Kerdprasop, Kittisak and Kerdprasop, Nittaya},
  journal={Electrical Engineering and Information Technology},
  volume={63},
  pages={241},
  year={2014},
  publisher={WIT Press}
}

@article{chomboon2014data,
  title={Data mining in semantic web data},
  author={Chomboon, K and Kaoungku, N and Kerdprasop, K and Kerdprasop, N},
  journal={International Journal of Computer Theory and Engineering},
  volume={6},
  number={6},
  pages={472},
  year={2014},
  publisher={IACSIT Press}
}

@inproceedings{kaoungku2013discretization,
  title={Discretization and imputation techniques for quantitative data mining},
  author={Kaoungku, Nuntawut and Chinthaisong, Phatcharawan and Kerdprasop, Kittisak and Kerdprasop, Nittaya},
  booktitle={Proceedings of the International MultiConference of Engineers and Computer Scientists},
  volume={1},
  pages={1--4},
  year={2013}
}

@article{lijournal,
  title={Journal of Advances in Information Technology},
  author={Li, Qing and Ayob, Adenan and Kaoungku, Nuntawut and Kerdprasop, Kittisak and Kerdprasop, Nittaya and Prakash, Abhishant and Gautam, Alok Sagar},
  publisher={Citeseer}
}