| Issue Date | Title | Author(s) |
1 | 2016 | Biological Network Derivation by Positive Unlabeled Learning Algorithms | Pancaroglu, Doruk; Tan, Mehmet |
2 | Sep-2019 | Drug response prediction by ensemble learning and drug-induced gene expression signatures | Tan, Mehmet ; Özgül, Ozan Fırat; Bardak, Batuhan ; Ekşioğlu, Işıksu; Sabuncuoğlu, S. |
3 | 2017 | Edge distance graph kernel and its application to small molecule classification | Tan, Mehmet |
4 | Jun-2016 | Effective gene expression data generation framework based on multi-model approach | Şirin, Utku; Erdoğdu, Utku; Polat, Faruk; Tan, Mehmet ; Alhajj, Reda |
5 | 2011 | Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks | Tan, Mehmet ; Alshalalfa, Mohammed; Alhajj, Reda; Polat, Faruk |
6 | 2013 | Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data | Erdoğdu, Utku; Tan, Mehmet ; Alhajj, Reda; Polat, Faruk; Rokne, Jon; Demetrick, Douglas |
7 | 2016 | Multi-Scale Modularity and Motif Distributional Effect in Metabolic Networks | Gao, Shang; Chen, Alan; Rahmani, Ali; Zeng, Jia; Tan, Mehmet ; Alhajj, Reda; Rokne, Jon; Demetrick, Douglas; Wei, Xiaohui |
8 | Oct-2016 | Prediction of anti-cancer drug response by kernelized multi-task learning | Tan, Mehmet |
9 | 2012 | Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning | Alshalalfa, Mohammed; Tan, Mehmet ; Naji, Ghada; Alhajj, Reda; Polat, Faruk; Rokne, Jon |
10 | 2013 | Subtree selection in kernels for graph classification | Tan, Mehmet ; Polat, Faruk; Alhajj, Reda |