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Muhammet Fatih Aslan

karamanoglu mehmetbey university

22H-index
74Paper Count
2.0KCitation Count
Published Papers 33
Publication Date
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Advancing Remote Sensing With Few-Shot Learning: A Comprehensive Review of Methods, Challenges, and Future Directions
errTransactions in GIS
IF2.3
err2025-12-28
err0
PREAI
errAslan, Muhammet Fatih; Sabanci, Kadir; Durdu, Akif; Kaousar, Rehana
errShare
errSave
EndoNet: A Multiscale Deep Learning Framework for Multiple Gastrointestinal Disease Classification via Endoscopic Images
errdiagnostics
IF0
err2025-08-12
err0
errOAAI
errOmneya Attallah; Muhammet Fatih Aslan; Kadir Sabanci
errShare
errSave
Artificial Intelligence Techniques in Crop Yield Estimation Based on Sentinel-2 Data: A Comprehensive Survey
errSUSTAINABILITY
IF3.3
err2024-09-23
err7
errOAAI
errAslan, Muhammet Fatih; Sabanci, Kadir; Aslan, Busra
errShare
errSave
Consensus-based virtual leader tracking swarm algorithm with GDRRT*-PSO for path-planning of multiple-UAVs
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2024-07-01
err7
PREAI
errYildiz, Berat; Aslan, Muhammet Fatih; Durdu, Akif; Kayabasi, Ahmet
errShare
errSave
Integrated transcriptomic meta-analysis and comparative artificial intelligence models in maize under biotic stress
errSCIENTIFIC REPORTS
IF3.9
err2023-09-23
err4
errOAAI
errNazari, Leyla; Aslan, Muhammet Fatih; Sabanci, Kadir; Ropelewska, Ewa
errShare
errSave
Rapid Detection of Changes in Image Textures of Carrots Caused by Freeze-Drying using Image Processing Techniques and Machine Learning Algorithms
errSUSTAINABILITY
IF3.3
err2023-04-21
err7
errOAAI
errRopelewska, Ewa; Sabanci, Kadir; Aslan, Muhammet Fatih; Cetin, Necati
errShare
errSave
Goal distance-based UAV path planning approach, path optimization and learning-based path estimation: GDRRT*, PSO-GDRRT* and BiLSTM-PSO-GDRRT
errAPPLIED SOFT COMPUTING
IF6.6
err2023-04-01
err19
PREAI
errAslan, Muhammet Fatih; Durdu, Akif; Sabanci, Kadir
errShare
errSave
A Novel Proposal for Deep Learning-Based Diabetes Prediction: Converting Clinical Data to Image Data
errDIAGNOSTICS
IF3.3
err2023-02-20
err13
errOAAI
errAslan, Muhammet Fatih; Sabanci, Kadir
errShare
errSave
A hybrid end-to-end learning approach for breast cancer diagnosis: convolutional recurrent network
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2023-01-01
err19
errOAAI
errAslan, Muhammet Fatih
errShare
errSave
A Framework for Lung and Colon Cancer Diagnosis via Lightweight Deep Learning Models and Transformation Methods
errDIAGNOSTICS
IF3.3
err2022-11-23
err35
errOAAI
errAttallah, Omneya; Aslan, Muhammet Fatih; Sabanci, Kadir
errShare
errSave
Differentiation of Yeast-Inoculated and Uninoculated Tomatoes Using Fluorescence Spectroscopy Combined with Machine Learning
errAGRICULTURE-BASEL
IF3.6
err2022-11-09
err6
errOAAI
errRopelewska, Ewa; Slavova, Vanya; Sabanci, Kadir; Aslan, Muhammet Fatih; Masheva, Veselina; Petkova, Mariana
errShare
errSave
HVIOnet: A deep learning based hybrid visual-inertial odometry approach for unmanned aerial system position estimation
errNEURAL NETWORKS
IF6.3
err2022-11-01
err27
PREAI
errAslan, Muhammet Fatih; Durdu, Akif; Yusefi, Abdullah; Yilmaz, Alper
errShare
errSave
The Use of Fluorescence Spectroscopic Data and Machine-Learning Algorithms to Discriminate Red Onion Cultivar and Breeding Line
errAGRICULTURE-BASEL
IF3.6
err2022-10-09
err5
errOAAI
errSabanci, Kadir; Aslan, Muhammet Fatih; Slavova, Vanya; Genova, Stefka
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errSave
Benchmarking analysis of CNN models for pits of sour cherry cultivars
errEUROPEAN FOOD RESEARCH AND TECHNOLOGY
IF3.2
err2022-07-04
err8
PREAI
errSabanci, Kadir; Aslan, Muhammet Fatih; Ropelewska, Ewa
errShare
errSave
CNN-SVM hybrid model for varietal classification of wheat based on bulk samples
errEUROPEAN FOOD RESEARCH AND TECHNOLOGY
IF3.2
err2022-05-12
err21
PREAI
errUnlersen, Muhammed Fahri; Sonmez, Mesut Ersin; Aslan, Muhammet Fatih; Demir, Bedrettin; Aydin, Nevzat; Sabanci, Kadir; Ropelewska, Ewa
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errSave
A Novel Approach to the Authentication of Apricot Seed Cultivars Using Innovative Models Based on Image Texture Parameters
errHORTICULTURAE
IF3
err2022-05-11
err6
errOAAI
errRopelewska, Ewa; Sabanci, Kadir; Aslan, Muhammet Fatih; Azizi, Afshin
errShare
errSave
Discrimination of onion subjected to drought and normal watering mode based on fluorescence spectroscopic data
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2022-05-01
err7
PREAI
errRopelewska, Ewa; Slavova, Vanya; Sabanci, Kadir; Aslan, Muhammet Fatih; Cai, Xiang; Genova, Stefka
errShare
errSave
Visual-Inertial Image-Odometry Network (VIIONet): A Gaussian process regression-based deep architecture proposal for UAV pose estimation
errMEASUREMENT
IF5.6
err2022-05-01
err32
PREAI
errAslan, Muhammet Fatih; Durdu, Akif; Sabanci, Kadir
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errSave
Authentication of tomato (Solanum lycopersicum L.) cultivars using discriminative models based on texture parameters of flesh and skin images
errEUROPEAN FOOD RESEARCH AND TECHNOLOGY
IF3.2
err2022-04-19
err7
PREAI
errRopelewska, Ewa; Sabanci, Kadir; Aslan, Muhammet Fatih
errShare
errSave
Preservation effects evaluated using innovative models developed by machine learning on cucumber flesh
errEUROPEAN FOOD RESEARCH AND TECHNOLOGY
IF3.2
err2022-04-13
err8
PREAI
errRopelewska, Ewa; Sabanci, Kadir; Aslan, Muhammet Fatih
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
O
Omneya Attallah
H-index: 36 · Papers: 99
A
Alper Yılmaz
H-index: 27 · Papers: 227
K
Kadir Sabancı
H-index: 27 · Papers: 141
A
Akif Durdu
H-index: 23 · Papers: 133
A
Andrea Masiero
H-index: 20 · Papers: 155
View more