ดร. วรัญญู วงษ์เสรี

ผลงานทางวิชาการ

1. Buddhahai, B., Wongseree , W., and Rakkwamsuk, P. (2020) An Energy Prediction Approach for a
   Nonintrusive Load Monitoring in Home Appliances. IEEE Transactions on Consumer Electronics,
   66(1), 96-105.

2. Tangang, F., et al. (2019) Projected future changes in mean precipitation over Thailand based
   on multi‐model regional climate simulations of CORDEX Southeast Asia. International Journal of Climatology. 39(14), 5413-5436.

3. Buddhahai, B., Wongseree , W., and Rakkwamsuk, P. (2018) A non-intrusive load monitoring
   system using multi-label classification approach. Sustainable Cities and Society, 39, 621-630.

4. Promjiraprawat, K., and Wongseree, W. (2017), Malware detection for Thai Android applications
   using regularized logistic regression. Sakon Nakhon Rajabhat University Journal of Science andTechnology, 9(2), 521-528

5. Setsirichok, D., Tienboon, P., Jaroonruang, N., Kittichaijaroen, S., Wongseree, W., Piroonratana,
   T., Usavanarong, T., Limwongse, C., Aporntewan, C., Phadoongsidhi, M. and Chaiyaratana, N.
   (2013). An omnibus permutation test on ensembles of two-locus analyses can detect pure
   epistasis and genetic heterogeneity in genome-wide association studies. SpringerPlus, 2(1), 230.

6. Setsirichok, D., Piroonratana, T., Assawamakin, A., Usavanarong, T., Limwongse, C., Wongseree,
   W., Aporntewan, C. and Chaiyaratana, N. (2012). Small ancestry informative marker panels for
   complete classification between the original four HapMap populations. International Journal of
   Data Mining and Bioinformatics, 6(6): 651-674.

7. Setsirichok, D., Piroonratana, T., Wongseree, W., Usavanarong, T., Paulkhaolarn, N., Kanjanakorn,
   C., Sirikong, M., Limwongse, C. and Chaiyaratana, N. (2012). Classification of complete blood
   count and haemoglobin typing data by a C4.5 decision tree, a naïve Bayes classifier and a
   multilayer perceptron for thalassaemia screening. Biomedical Signal Processing and Control,
   7(2): 202-212.

8. Wongseree, W., Assawamakin, A., Piroonratana, T., Sinsomros, S., Limwongse, C. and
   Chaiyaratana, N. (2009). Detecting purely epistatic multi-locus interactions by an omnibus
   permutation test on ensembles of two-locus analyses. BMC Bioinformatics, 10, 294.

9. Piroonratana, T., Wongseree, W., Assawamakin, A., Paulkhaolarn, N., Kanjanakorn, C., Sirikong,
   M., Thongnoppakhun, W., Limwongse, C. and Chaiyaratana, N. (2009). Classification of
   haemoglobin typing chromatograms by neural networks and decision trees for thalassaemia
   screening. Chemometrics and Intelligent Laboratory Systems, 99(2), 101-110.
10. Wongseree, W., Chaiyaratana, N., Vichittumaros, K., Winichagoon, P. and Fucharoen, S. (2007).
    Thalassaemia classification by neural networks and genetic programming. Information Sciences,
    177(3), 771-786.

11. Promjiraprawat, K., and Wongseree, W. (2016). Smoothing Spline for the AUC Estimate:
    Simulation Studies in Gaussian Data, Management and Innovation Technology International
    Conference, Chonburi, Thailand, 166-170.

12. Setsirichok, D., Tienboon, P., Jaroonruang, N., Kittichaijaroen, S., Wongseree, W., Piroonratana,
    T., Usavanarong, T., Limwongse, C., Aporntewan, C., Phadoongsidhi, M. and Chaiyaratana, N.
    (2013). Genome-Wide Detection of Purely Epistatic Multi-locus Interactions in the Presence of
    Genetic Heterogeneity by an Omnibus Permutation Test on Ensembles of Two-Locus Analyses.
    The 17th International Annual Symposium on Computational Science and Engineering,
    Khonkaen, Thailand, 89-90.

13. Chattrairat, K. and Wongseree, W. (2013). Detecting Gene Interactions via the Elastic-Net
    Regularization. The 17th International Annual Symposium on Computational Science and
    Engineering, Khonkaen, Thailand, 94-95.

14. Piroonratana, T., Wongseree, W., Usavanarong, T., Assawamakin, A., Limwongse, C. and
    Chaiyaratana, N. (2010). Identification of Ancestry Informative Markers from Chromosome-Wide
    Single Nucleotide Polymorphisms Using Symmetrical Uncertainty Ranking. The 20^th
    International Conference on Pattern Recognition, Istanbul, Turkey, 2448-2451.

15. Wongseree, W., Assawamakin, A., Piroonratana, T., Sinsomros, S., Limwongse, C. and
    Chaiyaratana, N. (2009). An omnibus permutation test on ensembles of two-locus analyses for
    the detection of purely epistatic multi-locus interactions. The 16th International Conference
    on Neural Information Processing, Bangkok, Thailand, 493-502.

16. Leelasantitham, A. and Wongseree, W. (2008). Detection and classification of moving Thai
    vehicles based on traffic engineering knowledge. The 8th International Conference on ITS
    Telecommunications, Phuket, Thailand, 439-442.

17. Wongseree, W. and Chaiyaratana, N. (2003). Thalassemic patient classification using a neural
    network and genetic programming. 2003 IEEE International Conference on Systems, Man, and
    Cybernetics, Washington, DC, 2926-2931.