Mehmet Gönen - RankMe

62 papers A* 4A 5B 1C 2Journal 29Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Multimodal Recommendation System for Real Estate Listings. ICAAI Tan Doruk Yetki, Hacer Turgut, Mehmet Gönen
2025	—	`conf`	Drug-Centric Prior Improves Drug Response Modeling in Partially Overlapping Pharmacogenomic Screens. ICCABS Dharani Thirumalaisamy, Sunil K. Joshi, Stephen E. Kurtz, Tania Q. Vu, Jeffrey W. Tyner, Mehmet Gönen, Olga Nikolova
2024	—	`conf`	Identifying Potential Key Point-of-Sale Customers Using Network Centrality. LOD (2) Emir Yalçin, Kerem Kasikci, Remziye Günes, Melih Güven, Murat Koras, Baris Akgün, Mehmet Gönen
2024	—	`conf`	Location-Based Performance Management of Sales Teams. SIU Hande Kastan, Kerem Kasikci, Remziye Günes, Melih Güven, Murat Koras, Baris Akgün, Mehmet Gönen
2024	—	`conf`	Multimodal Fusion for Effective Recommendations on a User-Anonymous Price Comparison Platform. CAI Merve Gül Kantarci, Mehmet Gönen
2023	—	`conf`	A Hybrid Text Classification Approach for Chatbots. SIU Atilla Karaahmetoglu, Ugur Yigitoglu, Elif Vardarli, Erdem Ünal, Ugur Aydin, Murat Koras, Mehmet Gönen, Baris Akgün
2023	—	`conf`	A Reinforcement Learning based Collection Approach. SIU Ibrahim Tozlu, Elif Vardarli, Mert Pekey, Mehmet Gönen, Baris Akgün
2023	—	`conf`	Geolocation Risk Scores for Credit Scoring Models. LOD (2) Erdem Ünal, Ugur Aydin, Murat Koras, Baris Akgün, Mehmet Gönen
2023	J	`jnl`	MOKPE: drug-target interaction prediction via manifold optimization based kernel preserving embedding. BMC Bioinform. Oguz C. Binatli, Mehmet Gönen
2022	—	`conf`	A Kernel-Based Multilayer Perceptron Framework to Identify Pathways Related to Cancer Stages. LOD (1) Marzieh Soleimanpoor, Milad Mokhtaridoost, Mehmet Gönen
2022	—	`conf`	Banking Order Classification and Information Extraction. SIU Veli Oguzalp Bakir, Ilhan Cagatay, Melih Güven, Murat Koras, Mehmet Gönen, Baris Akgün
2022	—	`conf`	Corporate Network Analysis Based on Graph Learning. LOD (1) Emre Atan, Ali Duymaz, Funda Sarisözen, Ugur Aydin, Murat Koras, Baris Akgün, Mehmet Gönen
2022	J	`jnl`	Efficient Multitask Multiple Kernel Learning With Application to Cancer Research. IEEE Trans. Cybern. Arezou Rahimi, Mehmet Gönen
2022	J	`jnl`	Fast and interpretable genomic data analysis using multiple approximate kernel learning. Bioinform. Ayyüce Begüm Bektas, Çigdem Ak, Mehmet Gönen
2022	J	`jnl`	Spatial Prediction of COVID-19 Pandemic Dynamics in the United States. ISPRS Int. J. Geo Inf. Çigdem Ak, Alex D. Chitsazan, Mehmet Gönen, Ruth Etzioni, Aaron J. Grossberg
2021	—	`conf`	ATM Allocation Using Decision Tree-Based Algorithms. SIU Hazal Hasret Yurdakul, Kerem Kasikci, Ilhan Cagatay, Melih Güven, Murat Koras, Baris Akgün, Mehmet Gönen
2021	J	`jnl`	PrognosiT: Pathway/gene set-based tumour volume prediction using multiple kernel learning. BMC Bioinform. Ayyüce Begüm Bektas, Mehmet Gönen
2020	J	`jnl`	A multitask multiple kernel learning formulation for discriminating early- and late-stage cancers. Bioinform. Arezou Rahimi, Mehmet Gönen
2020	J	`jnl`	An efficient framework to identify key miRNA-mRNA regulatory modules in cancer. Bioinform. Milad Mokhtaridoost, Mehmet Gönen
2020	—	`conf`	Identifying Key miRNA-mRNA Regulatory Modules in Cancer Using Sparse Multivariate Factor Regression. LOD (1) Milad Mokhtaridoost, Mehmet Gönen
2020	C	`conf`	Improving Fraud Detection and Concept Drift Adaptation in Credit Card Transactions Using Incremental Gradient Boosting Trees. ICMLA Baris Bayram, Bilge Köroglu, Mehmet Gönen
2019	A*	`conf`	A Multitask Multiple Kernel Learning Algorithm for Survival Analysis with Application to Cancer Biology. ICML Onur Dereli, Ceyda Oguz, Mehmet Gönen
2019	J	`jnl`	Path2Surv: Pathway/gene set-based survival analysis using multiple kernel learning. Bioinform. Onur Dereli, Ceyda Oguz, Mehmet Gönen
2018	J	`jnl`	Discriminating early- and late-stage cancers using multiple kernel learning on gene sets. Bioinform. Arezou Rahimi, Mehmet Gönen
2018	C	`conf`	Structured Gaussian Processes with Twin Multiple Kernel Learning. ACML Çigdem Ak, Önder Ergönül, Mehmet Gönen
2017	J	`jnl`	Modeling gene-wise dependencies improves the identification of drug response biomarkers in cancer studies. Bioinform. Olga Nikolova, Russell Moser, Christopher Kemp, Mehmet Gönen, Adam A. Margolin
2016	A	`conf`	AUC Maximization in Bayesian Hierarchical Models. ECAI Mehmet Gönen
2016	J	`jnl`	BaTFLED: Bayesian Tensor Factorization Linked to External Data. CoRR Nathan H. Lazar, Mehmet Gönen, Kemal Sönmez
2016	J	`jnl`	Integrating gene set analysis and nonlinear predictive modeling of disease phenotypes using a Bayesian multitask formulation. BMC Bioinform. Mehmet Gönen
2015	J	`jnl`	DREAMTools: a Python package for scoring collaborative challenges. F1000Research Thomas Cokelaer, Mukesh Bansal, Christopher Bare, Erhan Bilal, Brian M. Bot, Elias Chaibub Neto, Federica Eduati, Mehmet Gönen, Steven M. Hill, Bruce R. Hoff, Jonathan R. Karr, Robert Küffner, Michael P. Menden, Pablo Meyer, Raquel Norel, Abhishek Pratap, Robert J. Prill, Matthew T. Weirauch, James C. Costello, Gustavo Stolovitzky, Julio Saez-Rodriguez
2015	J	`jnl`	Understanding emotional impact of images using Bayesian multiple kernel learning. Neurocomputing He Zhang, Mehmet Gönen, Zhirong Yang, Erkki Oja
2014	A	`conf`	Bayesian Multiview Dimensionality Reduction for Learning Predictive Subspaces. ECAI Mehmet Gönen, Gülefsan Bozkurt Gönen, Fikret S. Gürgen
2014	J	`jnl`	Coupled dimensionality reduction and classification for supervised and semi-supervised multilabel learning. Pattern Recognit. Lett. Mehmet Gönen
2014	J	`jnl`	Drug susceptibility prediction against a panel of drugs using kernelized Bayesian multitask learning. Bioinform. Mehmet Gönen, Adam A. Margolin
2014	A	`conf`	Embedding Heterogeneous Data by Preserving Multiple Kernels. ECAI Mehmet Gönen
2014	J	`jnl`	Integrative and Personalized QSAR Analysis in Cancer by Kernelized Bayesian Matrix Factorization. J. Chem. Inf. Model. Muhammad Ammad-ud-din, Elisabeth Georgii, Mehmet Gönen, Tuomo Laitinen, Olli-P. Kallioniemi, Krister Wennerberg, Antti Poso, Samuel Kaski
2014	J	`jnl`	Kernelized Bayesian Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. Mehmet Gönen, Samuel Kaski
2014	A*	`conf`	Kernelized Bayesian Transfer Learning. AAAI Mehmet Gönen, Adam A. Margolin
2014	—	`conf`	Localized Data Fusion for Kernel k-Means Clustering with Application to Cancer Biology. NIPS Mehmet Gönen, Adam A. Margolin
2014	J	`jnl`	Multi-task and multi-view learning of user state. Neurocomputing Melih Kandemir, Akos Vetek, Mehmet Gönen, Arto Klami, Samuel Kaski
2013	—	`conf`	Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning. ICONIP (3) He Zhang, Zhirong Yang, Mehmet Gönen, Markus Koskela, Jorma Laaksonen, Timo Honkela, Erkki Oja
2013	J	`jnl`	Bayesian Supervised Dimensionality Reduction. IEEE Trans. Cybern. Mehmet Gönen
2013	—	`conf`	Kernelized Bayesian Matrix Factorization. ICML (3) Mehmet Gönen, Suleiman A. Khan, Samuel Kaski
2013	J	`jnl`	Localized algorithms for multiple kernel learning. Pattern Recognit. Mehmet Gönen, Ethem Alpaydin
2013	—	`conf`	Predicting Emotional States of Images Using Bayesian Multiple Kernel Learning. ICONIP (3) He Zhang, Mehmet Gönen, Zhirong Yang, Erkki Oja
2013	J	`jnl`	Supervised Multiple Kernel Embedding for Learning Predictive Subspaces. IEEE Trans. Knowl. Data Eng. Mehmet Gönen
2012	A	`conf`	A Bayesian Multiple Kernel Learning Framework for Single and Multiple Output Regression. ECAI Mehmet Gönen
2012	—	`conf`	A Localized MKL Method for Brain Classification with Known Intra-class Variability. MLMI Aydin Ulas, Mehmet Gönen, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
2012	A*	`conf`	Bayesian Efficient Multiple Kernel Learning. ICML Mehmet Gönen
2012	A	`conf`	Bayesian Supervised Multilabel Learning with Coupled Embedding and Classification. SDM Mehmet Gönen
2012	J	`jnl`	Predicting drug-target interactions from chemical and genomic kernels using Bayesian matrix factorization. Bioinform. Mehmet Gönen
2012	J	`jnl`	Probabilistic and discriminative group-wise feature selection methods for credit risk analysis. Expert Syst. Appl. Gülefsan Bozkurt Gönen, Mehmet Gönen, Fikret S. Gürgen
2011	—	`conf`	Combining Data Sources Nonlinearly for Cell Nucleus Classification of Renal Cell Carcinoma. SIMBAD Mehmet Gönen, Aydin Ulas, Peter J. Schüffler, Umberto Castellani, Vittorio Murino
2011	J	`jnl`	Multiple Kernel Learning Algorithms. J. Mach. Learn. Res. Mehmet Gönen, Ethem Alpaydin
2011	—	`conf`	Multitask Learning Using Regularized Multiple Kernel Learning. ICONIP (2) Mehmet Gönen, Melih Kandemir, Samuel Kaski
2011	J	`jnl`	Regularizing multiple kernel learning using response surface methodology. Pattern Recognit. Mehmet Gönen, Ethem Alpaydin
2010	J	`jnl`	Cost-conscious multiple kernel learning. Pattern Recognit. Lett. Mehmet Gönen, Ethem Alpaydin
2010	B	`conf`	Localized Multiple Kernel Regression. ICPR Mehmet Gönen, Ethem Alpaydin
2010	—	`—`	Localized multiple kernel algorithms for machine learning (Yapay öğrenme için yerel çoklu çekirdek algoritmaları) Mehmet Gönen
2010	J	`jnl`	Supervised learning of local projection kernels. Neurocomputing Mehmet Gönen, Ethem Alpaydin
2008	A*	`conf`	Localized multiple kernel learning. ICML Mehmet Gönen, Ethem Alpaydin
2008	J	`jnl`	Multiclass Posterior Probability Support Vector Machines. IEEE Trans. Neural Networks Mehmet Gönen, Ayse Gönül Tanugur, Ethem Alpaydin