Publications

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2016
Prediction of anti-cancer drug response by kernelized multi-task learning.
M. Tan.
Artificial Intelligence in Medicine.
Anti-cancer drug activity prediction bt ensemble learning.
E. Tolan and M. Tan.
International Conference on Knowledge Discovery and Information Retrieval.
Biological Network Derivation by Positive Unlabeled Learning Algorithms.
D. Pancaroglu and M. Tan.
Current Bioinformatics.
2015
Prediction of Influenza Outbreaks by Integrating Wikipedia Article Access Logs and Google Flu Trend Data.
B. Bardak and M. Tan.
IEEE International Conference on Bioinformatics & Bioengineering (BIBE 2015).
2014
Drug sensitivity prediction for cancer cell lines based on pairwise kernels and miRNA profiles.
M. Tan.
IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2014).
Improving Positive Unlabeled Learning Algorithms for Protein Interaction Prediction.
D. Pancaroglu and M. Tan.
8th International Conference on Practical Applications of Computational Biology \& Bioinformatics (PACBB 2014).
2013
Information theoretic feature selection for Weisfeiler-Lehman graph kernels.
M. Tan.
Proceedings of International Conference on Bioinformatics and Computational Biology (BICOB).
2012
Positive unlabeled learning for deriving protein interaction networks.
C. Kilic and M. Tan.
Network Modeling Analysis in Health Informatics and Bioinformatics 1(3).