ผศ.ดร.อรวรรณ วัชนุภาพร

• Deep learning
• Evolutionary computation

1. Watchanupaporn, O., “English to Thai Calligraphy Style Transfer Using Deep Learning”, IEEE Asia Conference on Information Engineering (ACIE), China, pp. 37-41. 2021.
2. Watchanupaporn, O., “Thai Calligraphy using Adversarial Generative Network,” 2020 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS), BALI, Indonesia, pp. 177-180, 2021.
3. Watchanupaporn, O. and Pudtuan, P., Multi-robot Target Reaching Using Modified Q-Iearning and PSO, The 2nd International Conference on Control, Automation and Robotics (ICCAR 2016), Hong Kong, pp. 66-69, 2016.
4. Watchanupaporn, O., Suwannik, W. and Chongstitvatana, P., “Arithmetic Coding Differential Evolution with Tabu Search,” Int. Computer Science and Engineering Conference, July 30 – August 1, Thailand, pp.363-368, 2014.
5. Watchanupaporn, O. and Suwannik, W., Arithmetic Coding Differential Evolution with Local Search. Advanced Science Letter ISSN 1936-6612, pp. 280-284, 2014.
6. Watchanupaporn, O. and Suwannik, W., LZW Chromosome Encoding in Estimation of Distribution Algorithms, International Journal of Applied Evolutionary Computation ISSN 1942-3594, Vol. 4, No. 4, pp. 41-61, 2013.
7. Watchanupaporn, O. and Suwannik, W., Analysis of LZW Differential Evolution for Binary Encoding. GSTF Journal on Computing ISSN 2251-3043, Vol. 3, No. 1,pp. 59-64, 2013.
8. Watchanupaporn, O. and Suwannik, W., Arithmetic Coding Differential Evolution for Binary Encoding, Advances in Information Technology and Applied Computing (AITAC) ISSN 2251-3418, Vol.1, pp. 155-158, 2012.
9. Watchanupaporn, O. and Suwannik, W., LZW Differential Evolution for Binary Encoding, International Conference on Advanced Topics in Artificial Intelligence (ATAI 2012), Singapore, pp. 51-54, 2012.
10. Watchanupaporn, O., Suwannik, W., and Chongstitvatana, P., Mutation in Compressed Encoding in Estimation of Distribution Algorithm, International Conference on Genetic and Evolutionary Computing (ICGEC 2012), Japan, pp. 308-311, 2012.
11. Watchanupaporn, O. and Suwannik, W., LZW Mutual-Information-Maximizing Input Clustering Algorithm, The 7th International Conference on Natural Computation (ICNC’11), Shanghai, China, pp. 1123-1126, 2011.
12. Watchanupaporn, O. and Suwannik, W., Conditional Probability Mutation in LZWGA, The International ACM Conference on Management of Emergent Digital EcoSystems (MEDES’10), Oct. 26-29, Bangkok, Thailand, 2010.
13. Watchanupaporn, O., Soonthornphisaj, N., and Suwannik, W., A Performance Analysis of Compressed Compact Genetic Algorithm, Transactions on Computer and Information Technology (ECTI-CIT), Volume 2, No.1, pp.16-24, May, 2006.
14. Watchanupaporn, O., Soonthornphisaj, N., and Suwannik, W., A Performance Analysis of Compressed Compact Genetic Algorithm, Proceedings of ECTI International Conference, pp. 529-532, 2006.

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