Seguir
Mehmet Gönen
Mehmet Gönen
Associate Professor of Industrial Engineering and Computational Biology, Koç University
Dirección de correo verificada de ku.edu.tr - Página principal
Título
Citado por
Citado por
Año
Multiple Kernel Learning Algorithms
M Gönen, E Alpaydın
Journal of Machine Learning Research 12 (Jul), 2211–2268, 2011
19972011
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 32 (12), 1202–1212, 2014
6162014
Localized Multiple Kernel Learning
M Gönen, E Alpaydın
Proceedings of the 25th International Conference on Machine Learning, 352–359, 2008
3602008
Predicting Drug–Target Interactions from Chemical and Genomic Kernels Using Bayesian Matrix Factorization
M Gönen
Bioinformatics 28 (18), 2304–2310, 2012
3512012
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
1232014
Kernelized Bayesian Matrix Factorization
M Gönen, S Kaski
IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (10), 2047 …, 2014
1062014
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
822014
Bayesian Efficient Multiple Kernel Learning
M Gönen
Proceedings of the 29th International Conference on Machine Learning, 1–8, 2012
802012
Localized Algorithms for Multiple Kernel Learning
M Gönen, E Alpaydın
Pattern Recognition 46 (3), 795–807, 2013
792013
Multiclass Posterior Probability Support Vector Machines
M Gönen, AG Tanuğur, E Alpaydın
IEEE Transactions on Neural Networks 19 (1), 130–139, 2008
782008
Drug Susceptibility Prediction Against a Panel of Drugs Using Kernelized Bayesian Multitask Learning
M Gönen, AA Margolin
Bioinformatics 30 (17), i556–i563, 2014
762014
Localized Multiple Kernel Regression
M Gönen, E Alpaydın
Proceedings of the 20th IAPR International Conference on Pattern Recognition …, 2010
392010
Kernelized Bayesian Transfer Learning
M Gönen, AA Margolin
Proceedings of the 28th AAAI Conference on Artificial Intelligence, 1831–1839, 2014
372014
Impact of the ST101 Clone on Fatality Among Patients with Colistin-Resistant Klebsiella pneumoniae Infection
F Can, S Menekse, P Ispir, N Atac, O Albayrak, T Demir, DC Karaaslan, ...
Journal of Antimicrobial Chemotherapy 73 (5), 1235–1241, 2018
352018
Cytokine Response in Crimean–Congo Hemorrhagic Fever Virus Infection
Ö Ergönül, C Şeref, Ş Eren, A Çelikbaş, N Baykam, B Dokuzoğuz, ...
Journal of Medical Virology 89 (10), 1707–1713, 2017
352017
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
332009
Multi-Task and Multi-View Learning of User State
M Kandemir, A Vetek, M Gönen, A Klami, S Kaski
Neurocomputing 139, 97–106, 2014
322014
Systematic Review and Meta-Analysis of Postexposure Prophylaxis for Crimean–Congo Hemorrhagic Fever Virus among Healthcare Workers.
Ö Ergönül, Ş Keske, MG Çeldir, İA Kara, N Pshenichnaya, G Abuova, ...
Emerging Infectious Diseases 24 (9), 1642–1648, 2018
302018
Androgen Receptor-Binding Sites are Highly Mutated in Prostate Cancer
T Morova, DR McNeill, N Lallous, M Gönen, K Dalal, DM Wilson, A Gürsoy, ...
Nature Communications 11, 832, 2020
262020
Pan-Cancer Transcriptional Signatures Predictive of Oncogenic Mutations Reveal that Fbw7 Regulates Cancer Cell Oxidative Metabolism
RJ Davis, M Gönen, DH Margineantu, S Handeli, J Swanger, ...
Proceedings of the National Academy of Sciences of the United States of …, 2018
252018
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20