Academic Department Faculty of Engineering University

Faculty Members

Computer Engineering

ผศ.ดร.วรัญญู วงษ์เสรี

Education
  • Doctor of Philosophy in Electrical Engineering (RGJ scholarship) King Mongkut’s University of Technology North Bangkok, 2009
  • Master of Engineering in Electrical Engineering King Mongkut’s University of Technology North Bangkok, 2002
  • Bachelor of Engineering in Electrical Engineering King Mongkut’s University of Technology North Bangkok, 2000

Email: waranyu.w [at] eng [dot] kmutnb [dot] ac [dot] th
Research Interests
Pattern Recognition
Bioinformatics
Machine Learning
Data Mining
Climate Change
Asst. Prof. Dr. Waranyu Wongseree interests in the areas of machine learning for high-dimensional data and their applications to a variety of challenging problems, including climate modelling, bioinformatics and non-intrusive load monitoring.
  • Journal Publications
  • Conferences
  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  1. 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.
  2. 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.
  3. 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 20th International Conference on Pattern Recognition, Istanbul, Turkey, 2448-2451.
  4. 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.
  5. 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.
  6. 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.

Teaching Subjects

Data Mining

Computer Engineering Seminar

Professional issues in Computer Engineering

Software Development Practice

WEKA
Climate Change
Epistasis Model