Mehmet Gönen
Mehmet Gönen
Associate Professor of Industrial Engineering and Computational Biology, Koç University
E-mail confirmado em ku.edu.tr - Página inicial
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Multiple Kernel Learning Algorithms
M Gönen, E Alpaydın
Journal of Machine Learning Research 12 (Jul), 2211--2268, 2011
16742011
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
4572014
Localized Multiple Kernel Learning
M Gönen, E Alpaydın
Proceedings of the 25th International Conference on Machine Learning, 352--359, 2008
3062008
Predicting Drug–Target Interactions from Chemical and Genomic Kernels Using Bayesian Matrix Factorization
M Gönen
Bioinformatics 28 (18), 2304--2310, 2012
2652012
Kernelized Bayesian Matrix Factorization
M Gönen, S Kaski
IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (10), 2047 …, 2014
882014
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
812014
Bayesian Efficient Multiple Kernel Learning
M Gönen
Proceedings of the 29th International Conference on Machine Learning, 1--8, 2012
742012
Localized Algorithms for Multiple Kernel Learning
M Gönen, E Alpaydın
Pattern Recognition 46 (3), 795--807, 2013
732013
Multiclass Posterior Probability Support Vector Machines
M Gönen, AG Tanuğur, E Alpaydın
IEEE Transactions on Neural Networks 19 (1), 130--139, 2008
692008
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
642014
Drug Susceptibility Prediction Against a Panel of Drugs Using Kernelized Bayesian Multitask Learning
M Gönen, AA Margolin
Bioinformatics 30 (17), i556--i563, 2014
632014
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
332009
Kernelized Bayesian Transfer Learning
M Gönen, AA Margolin
Proceedings of the 28th AAAI Conference on Artificial Intelligence, 1831--1839, 2014
282014
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
212017
Coupled Dimensionality Reduction and Classification for Supervised and Semi-Supervised Multilabel Learning
M Gönen
Pattern Recognition Letters 38, 132--141, 2014
212014
Multi-Task and Multi-View Learning of User State
M Kandemir, A Vetek, M Gönen, A Klami, S Kaski
Neurocomputing 139, 97--106, 2014
212014
DREAMTools: A Python Package for Scoring Collaborative Challenges
T Cokelaer, M Bansal, C Bare, E Bilal, BM Bot, EC Neto, F Eduati, ...
F1000Research 4, 2015
192015
Bayesian Supervised Dimensionality Reduction
M Gönen
IEEE Transactions on Cybernetics 43 (6), 2179--2189, 2013
172013
Probabilistic and Discriminative Group-Wise Feature Selection Methods for Credit Risk Analysis
G Bozkurt Gönen, M Gönen, F Gürgen
Expert Systems with Applications 39 (14), 11709--11717, 2012
172012
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