| CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection MF Aslan, MF Unlersen, K Sabanci, A Durdu Applied Soft Computing 98, 106912, 2021 | 362 | 2021 |
| A comprehensive survey of the recent studies with UAV for precision agriculture in open fields and greenhouses MF Aslan, A Durdu, K Sabanci, E Ropelewska, SS Gültekin Applied Sciences 12 (3), 1047, 2022 | 191 | 2022 |
| A CNN-SVM study based on selected deep features for grapevine leaves classification M Koklu, MF Unlersen, IA Ozkan, MF Aslan, K Sabanci Measurement 188, 1-10, 2022 | 151 | 2022 |
| COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian Optimization MF Aslan, K Sabanci, A Durdu, MF Unlersen Computers in biology and medicine 142, 105244, 2022 | 129 | 2022 |
| Breast cancer diagnosis by different machine learning methods using blood analysis data MF Aslan, Y Celik, K Sabancı, A Durdu International Journal of Intelligent Systems and Applications in Engineering, 2018 | 85 | 2018 |
| Human action recognition with bag of visual words using different machine learning methods and hyperparameter optimization MF Aslan, A Durdu, K Sabanci Neural Computing and Applications 32 (12), 8585-8597, 2020 | 81 | 2020 |
| A convolutional neural network‐based comparative study for pepper seed classification: Analysis of selected deep features with support vector machine K Sabanci, MF Aslan, E Ropelewska, MF Unlersen Journal of Food Process Engineering, e13955, 2021 | 80 | 2021 |
| CNN and HOG based comparison study for complete occlusion handling in human tracking MF Aslan, A Durdu, K Sabanci, MA Mutluer Measurement 158, 107704, 2020 | 64 | 2020 |
| Convolutional neural network-Support vector machine based approach for classification of cyanobacteria and chlorophyta microalgae groups ME Sonmez, N Eczacıoglu, NE Gumuş, MF Aslan, K Sabanci, B Aşikkutlu Algal Research 61, 1-10, 2022 | 59 | 2022 |
| A framework for lung and colon cancer diagnosis via lightweight deep learning models and transformation methods O Attallah, MF Aslan, K Sabanci Diagnostics 12 (12), 2926, 2022 | 52 | 2022 |
| Wifi based indoor localization: application and comparison of machine learning algorithms K Sabanci, E Yigit, D Ustun, A Toktas, MF Aslan 2018 XXIIIrd International Seminar/Workshop on Direct and Inverse Problems …, 2018 | 50 | 2018 |
| A novel convolutional-recurrent hybrid network for sunn pest–damaged wheat grain detection K Sabanci, MF Aslan, E Ropelewska, MF Unlersen, A Durdu Food analytical methods 15 (6), 1748-1760, 2022 | 43 | 2022 |
| Visual-Inertial Image-Odometry Network (VIIONet): A Gaussian Process Regression-Based Deep Architecture Proposal for UAV Pose Estimation MF Aslan, A Durdu, K Sabanci Measurement 194, 111030, 2022 | 40 | 2022 |
| A CNN-based novel solution for determining the survival status of heart failure patients with clinical record data: numeric to image MF Aslan, K Sabanci, A Durdu Biomedical Signal Processing and Control 68, 102716, 2021 | 40 | 2021 |
| HVIOnet: A deep learning based hybrid visual–inertial odometry approach for unmanned aerial system position estimation MF Aslan, A Durdu, A Yusefi, A Yilmaz Neural Networks 155, 461-474, 2022 | 39 | 2022 |
| Goal distance-based UAV path planning approach, path optimization and learning-based path estimation: GDRRT*, PSO-GDRRT* and BiLSTM-PSO-GDRRT MF Aslan, A Durdu, K Sabanci Applied Soft Computing 137, 110156, 2023 | 38 | 2023 |
| A novel proposal for deep learning-based diabetes prediction: converting clinical data to image data MF Aslan, K Sabanci Diagnostics 13 (4), 796, 2023 | 37 | 2023 |
| Bread And Durum Wheat Classification Using Wavelet Based Image Fusion K Sabanci, MF Aslan, A Durdu Journal of the Science of Food and Agriculture, 2020 | 35 | 2020 |
| CNN–SVM hybrid model for varietal classification of wheat based on bulk samples MF Unlersen, ME Sonmez, MF Aslan, B Demir, N Aydin, K Sabanci, ... European Food Research and Technology 248 (8), 2043-2052, 2022 | 32 | 2022 |
| LSTM and filter based comparison analysis for indoor global localization in UAVs A Yusefi, A Durdu, MF Aslan, C Sungur IEEE Access 9, 10054-10069, 2021 | 31 | 2021 |
Kadir SabanciAssociate Professor, Karamanoglu Mehmetbey Universityยืนยันอีเมลแล้วที่ kmu.edu.tr