Concepedia

Mahmut Karakaya

MK

19

Publications

588

Citations

14

H-Index

2009

Active since

Affiliations

University of Tennessee at Knoxville(Current)

Oak Ridge National Laboratory

University of Central Arkansas

Conway School of Landscape Design

Kennesaw State University

Mahmut Karakaya is an author at University of Tennessee at Knoxville specializing in engineering, machine vision, and computer vision.

Top concepts

EngineeringMachine VisionComputer VisionImage AnalysisComputer ScienceEye TrackingPattern RecognitionOphthalmologyBiometricsData Science

Publications per year

2009–2022

19

Publications

19

Deep learning frameworks for diabetic retinopathy detection with smartphone-based retinal imaging systems

Recep E. Hacisoftaoglu, Mahmut Karakaya, Ahmed B. Sallam · Pattern Recognition Letters · 2020 · 122 citations · Full text

Image Classification, Convolutional Neural Network, Machine Vision +12

Comparison of smartphone-based retinal imaging systems for diabetic retinopathy detection using deep learning

Mahmut Karakaya, Recep E. Hacisoftaoglu · BMC Bioinformatics · 2020 · 73 citations · Full text

Clustering-based diversity improvement in top-N recommendation

Tevfik Aytekin, Mahmut Karakaya · Journal of Intelligent Information Systems · 2013 · 65 citations

Group Recommenders, Engineering, Information Retrieval +9

Effective methods for increasing aggregate diversity in recommender systems

Mahmut Karakaya, Tevfik Aytekin · Knowledge and Information Systems · 2017 · 47 citations

Group Recommenders, Engineering, Information Retrieval +8

Federated Transfer Learning For Diabetic Retinopathy Detection Using CNN Architectures

Mohammad Nasajpour, Mahmut Karakaya, Seyedamin Pouriyeh et al. · SoutheastCon 2022 · 2022 · 32 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Rows per page

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