Mehmet Gönen
Mehmet Gönen
Associate Professor of Industrial Engineering and Computational Biology, Koç University
Verified email at ku.edu.tr - Homepage
TitleCited byYear
Multiple Kernel Learning Algorithms
M Gönen, E Alpaydın
Journal of Machine Learning Research 12 (Jul), 2211--2268, 2011
14632011
A Community Effort to Assess and Improve Drug Sensitivity Prediction Algorithms
JC Costello, LM Heiser, E Georgii, M Gönen, MP Menden, NJ Wang, ...
Nature Biotechnology, 2014
3562014
Localized Multiple Kernel Learning
M Gönen, E Alpaydın
Proceedings of the 25th International Conference on Machine Learning, 352--359, 2008
2802008
Predicting Drug–Target Interactions from Chemical and Genomic Kernels Using Bayesian Matrix Factorization
M Gönen
Bioinformatics 28 (18), 2304--2310, 2012
2122012
Kernelized Bayesian Matrix Factorization
M Gönen, S Kaski
IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (10), 2047 …, 2014
682014
Kernelized Bayesian Matrix Factorization
M Gönen, S Khan, S Kaski
Proceedings of the 30th International Conference on Machine Learning, 864--872, 2013
682013
Multiclass Posterior Probability Support Vector Machines
M Gönen, AG Tanuğur, E Alpaydın
IEEE Transactions on Neural Networks 19 (1), 130--139, 2008
662008
Bayesian Efficient Multiple Kernel Learning
M Gönen
Proceedings of the 29th International Conference on Machine Learning, 1--8, 2012
642012
Localized Data Fusion for Kernel k-Means Clustering with Application to Cancer Biology
M Gönen, AA Margolin
Advances in Neural Information Processing Systems, 1305--1313, 2014
622014
Localized Algorithms for Multiple Kernel Learning
M Gönen, E Alpaydın
Pattern Recognition 46 (3), 795--807, 2013
592013
Integrative and Personalized QSAR Analysis in Cancer by Kernelized Bayesian Matrix Factorization
M Ammad-ud-din, E Georgii, M Gönen, T Laitinen, O Kallioniemi, ...
Journal of Chemical Information and Modeling 54 (8), 2347--2359, 2014
512014
Drug Susceptibility Prediction Against a Panel of Drugs Using Kernelized Bayesian Multitask Learning
M Gönen, AA Margolin
Bioinformatics 30 (17), i556--i563, 2014
442014
Localized Multiple Kernel Regression
M Gönen, E Alpaydın
Proceedings of the 20th IAPR International Conference on Pattern Recognition …, 2010
362010
Machine Learning Integration for Predicting the Effect of Single Amino Acid Substitutions on Protein Stability
A Özen, M Gönen, E Alpaydın, T Haliloğlu
BMC Structural Biology 9, 66, 2009
302009
Kernelized Bayesian Transfer Learning
M Gönen, AA Margolin
Proceedings of the 28th AAAI Conference on Artificial Intelligence, 1831--1839, 2014
272014
Coupled Dimensionality Reduction and Classification for Supervised and Semi-Supervised Multilabel Learning
M Gönen
Pattern Recognition Letters 38, 132--141, 2014
182014
Cost-Conscious Multiple Kernel Learning
M Gönen, E Alpaydın
Pattern Recognition Letters 31 (9), 959--965, 2010
172010
Multi-Task and Multi-View Learning of User State
M Kandemir, A Vetek, M Gönen, A Klami, S Kaski
Neurocomputing 139, 97--106, 2014
162014
Regularizing Multiple Kernel Learning Using Response Surface Methodology
M Gönen, E Alpaydın
Pattern Recognition 44 (1), 159--171, 2011
162011
Bayesian Supervised Dimensionality Reduction
M Gönen
IEEE Transactions on Cybernetics 43 (6), 2179--2189, 2013
152013
The system can't perform the operation now. Try again later.
Articles 1–20