Consensus-based virtual leader tracking swarm algorithm with GDRRT*-PSO for path-planning of multiple-UAVs B Yildiz, MF Aslan, A Durdu, A Kayabasi Swarm and Evolutionary Computation 88, 101612, 2024 | | 2024 |
COMPARISON OF VISION TRANSFORMERS AND CONVOLUTIONAL NEURAL NETWORKS FOR SKIN DISEASE CLASSIFICATION MF Aslan Proceedings of the International Conference on New Trends in Applied …, 2023 | | 2023 |
Integrated transcriptomic meta-analysis and comparative artificial intelligence models in maize under biotic stress L Nazari, MF Aslan, K Sabanci, E Ropelewska Scientific Reports 13 (1), 15899, 2023 | 2 | 2023 |
Rapid detection of changes in image textures of carrots caused by freeze-drying using image processing techniques and machine learning algorithms E Ropelewska, K Sabanci, MF Aslan, N Çetin Sustainability 15 (8), 7011, 2023 | 3 | 2023 |
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 | 19 | 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 | 19 | 2023 |
The effect of lacto‐fermentation over time on the changes in zucchini flesh quality assessed using machine learning models based on image textures E Ropelewska, K Sabanci, MF Aslan Journal of Food Process Engineering, e14496, 2023 | | 2023 |
Emerging Applications of Text Analytics and Natural Language Processing in Healthcare K Hasikin, KW Lai, S Satat, K Sabanci, MF Aslan Frontiers in Digital Health 5, 1227948, 2023 | 2 | 2023 |
Comparative Analysis of CNN Models and Bayesian Optimization-Based Machine Learning Algorithms in Leaf Type Classification MF Aslan Balkan Journal of Electrical and Computer Engineering 11 (1), 13-24, 2023 | 2 | 2023 |
A hybrid end-to-end learning approach for breast cancer diagnosis: convolutional recurrent network MF Aslan Computers and Electrical Engineering 105, 108562, 2023 | 18 | 2023 |
The use of digital color imaging and machine learning for the evaluation of the effects of shade drying and open-air sun drying on mint leaf quality E Ropelewska, K Sabanci, MF Aslan Applied Sciences 13 (1), 206, 2022 | 2 | 2022 |
Improving inertial sensor-based activity recognition in neurological populations Y Celik, MF Aslan, K Sabanci, S Stuart, WL Woo, A Godfrey Sensors 22 (24), 9891, 2022 | 5 | 2022 |
A robust semantic lung segmentation study for CNN-based COVID-19 diagnosis MF Aslan Chemometrics and Intelligent Laboratory Systems 231, 104695, 2022 | 15 | 2022 |
Transfer Learning-Based Benchmarking Study for Diagnosis of COVID-19 from Lung CT Scans M Akar, K Sabanci, MF Aslan Intelligent Methods In Engineering Sciences 1 (1), 18-22, 2022 | | 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 | 30 | 2022 |
Differentiation of yeast-inoculated and uninoculated tomatoes using fluorescence spectroscopy combined with machine learning E Ropelewska, V Slavova, K Sabanci, MF Aslan, V Masheva, M Petkova Agriculture 12 (11), 1887, 2022 | 3 | 2022 |
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 | 32 | 2022 |
The use of fluorescence spectroscopic data and machine-learning algorithms to discriminate red onion cultivar and breeding line K Sabanci, MF Aslan, V Slavova, S Genova Agriculture 12 (10), 1652, 2022 | 3 | 2022 |
Benchmarking analysis of CNN models for pits of sour cherry cultivars K Sabanci, MF Aslan, E Ropelewska European Food Research and Technology 248 (10), 2441-2449, 2022 | 9 | 2022 |
The changes in bell pepper flesh as a result of lacto-fermentation evaluated using image features and machine learning E Ropelewska, K Sabanci, MF Aslan Foods 11 (19), 2956, 2022 | 11 | 2022 |