| Issue Date | Title | Author(s) |
1 | 2016 | Anti-cancer Drug Activity Prediction by Ensemble Learning | Tolan, Ertan; Tan, Mehmet |
2 | 2021 | Automated Molecule Generation using Deep Q-Learning and Graph Neural Networks | Isik R.; Tan, Mehmet |
3 | Sep-2020 | Chemical Induced Differential Gene Expression Prediction on LINCS Database | Işık, R.; Ekşioğlu, I.; Maral, B. C.; Bardak, B.; Tan, Mehmet |
4 | 2021 | DeepGrep: A deep convolutional neural network for predicting gene-regulating effects of small molecules | Bardak B.; Tan, Mehmet |
5 | 2017 | Disease outbreak prediction by data integration and multi-task learning | Bardak, Batuhan ; Tan, Mehmet |
6 | 2014 | Drug sensitivity prediction for cancer cell lines based on pairwise kernels and miRNA profiles | Tan, Mehmet |
7 | 2012 | Effective Enrichment of Gene Expression Data Sets | Şirin, Utku; Erdoğdu, Utku; Tan, Mehmet ; Polat, Faruk; Alhajj, Reda |
8 | 2011 | Employing Machine Learning Techniques for Data Enrichment: Increasing the number of samples for effective gene expression data analysis | Erdoğdu, Utku; Tan, Mehmet ; Alhajj, Reda; Polat, Faruk; Demetrick, Douglas; Rokne, Jon |
9 | 2010 | Feature Selection for Graph Kernels | Tan, Mehmet ; Polat, Faruk; Alhajj, Reda |
10 | 2018 | A Fully Unsupervised Framework for Scoring Driving Style | Özgül, Ozan Fırat; Çakır, Mehmet Ulaş; Tan, Mehmet ; Amasyalı, Mehmet Fatih; Hayvacı, Harun Taha |
11 | 2014 | Improving Positive Unlabeled Learning Algorithms for Protein Interaction Prediction | Pancaroglu, Doruk; Tan, Mehmet |
12 | 5-Jul-2018 | Predicting drug activity by image encoded gene expression profiles | Özgül, Ozan Fırat; Bardak, Batuhan ; Tan, Mehmet |
13 | 28-Dec-2015 | Prediction of influenza outbreaks by integrating Wikipedia article access logs and Google flu trend data | Bardak, Batuhan ; Tan, Mehmet |
14 | 2022 | Transfer Learning for Predicting Gene Regulatory Effects of Chemicals | Maral, Bahattin Can; Tan, Mehmet |
15 | 2021 | Using clinical drug representations for improving mortality and length of stay predictions | Bardak B.; Tan, Mehmet |