Akademik İstatistik Sistemi
Akademik İstatistik Sistemi
Giriş
Akademik verilerinizi güncellemek için YÖKSİS'e giriş yapmanız gerekmektedir.
  • Eğitim Bilgileri
  • Yayınlar & Eserler
    • Kitaplar
    • Makaleler
    • Bildiriler
  • Mesleki Deneyim
  • Faaliyetler
  • Projeler & Ödüller
Son güncelleme:30.10.2025
[Daralt/Genişlet]
 
DOKTOR ÖĞRETİM ÜYESİ
MUHAMMET FATİH ASLAN
MÜHENDİSLİK FAKÜLTESİ
ELEKTRİK-ELEKTRONİK MÜHENDİSLİĞİ BÖLÜMÜ
ELEKTRİK MAKİNELERİ ANABİLİM DALI
Mühendislik Temel Alanı
Elektrik-Elektronik ve Haberleşme Mühendisliği
Görüntü İşleme
Yapay Zeka
Robotik
[Daralt/Genişlet]
Makaleler 67
1
Consensus-based virtual leader tracking swarm algorithm with GDRRT*-PSO for path-planning of multiple-UAVs
YILDIZ BERAT,ASLAN MUHAMMET FATİH,DURDU AKİF,KAYABAŞI AHMET
Swarm and Evolutionary Computation
2024
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
2
LSTM-BASED DISCRIMINATION OF DATE FRUIT (PHOENIX DACTYLIFERA L.) BASED ON SELECTED CONVOLUTIONAL NEURAL NETWORK FEATURES
NOUTFIA Younés,SABANCI KADİR,ASLAN MUHAMMET FATİH,ROPELEWSKA Ewa
Acta Universitatis Cibiniensis. Series E: Food Technology
2024
Uluslararası Hakemli DOAJ (Directory of Open Access Journals) Özgün Makale
3
The study on multi-defect detection for leather using object detection techniques
Ataç Hasan Onur,KAYABAŞI AHMET,ASLAN MUHAMMET FATİH
Collagen and Leather
2024
Uluslararası Hakemli Emerging Sources Citation Index (ESCI) Özgün Makale
4
Hayvan Derisinin Kusur Tespitinde Makine Öğrenmesi Tekniklerinin Kullanımı – Literatür Taraması
Ataç Hasan Onur,KAYABAŞI AHMET,ASLAN MUHAMMET FATİH
Karamanoğlu Mehmetbey Üniversitesi Mühendislik ve Doğa Bilimleri Dergisi
2024
Uluslararası Hakemli Scientific Indexing Services Özgün Makale
5
Artificial Intelligence Techniques in Crop Yield Estimation Based on Sentinel-2 Data: A Comprehensive Survey
ASLAN MUHAMMET FATİH,SABANCI KADİR,ASLAN BÜŞRA
Sustainability
2024
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
6
YOLO-V4 Based Real-Time Face Mask Detection via Unmanned Aerial Vehicle
Akar Mücahit,ASLAN MUHAMMET FATİH,SABANCI KADİR
International Journal of Applied Methods in Electronics and Computers
2024
Uluslararası Hakemli Index Copernicus Özgün Makale
7
Integrated transcriptomic meta-analysis and comparative artificial intelligence models in maize under biotic stress
Nazari Leyla, ASLAN MUHAMMET FATİH, SABANCI KADİR, Ropelewska Ewa
Scientific Reports
2023
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
8
Rapid Detection of Changes in Image Textures of Carrots Caused by Freeze-Drying using Image Processing Techniques and Machine Learning Algorithms
Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH, ÇETİN NECATİ
Sustainability
2023
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
9
The effect of lacto‐fermentation over time on the changes in zucchini flesh quality assessed using machine learning models based on image textures
Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH
Journal of Food Process Engineering
2023
Q3 Uluslararası Hakemli SCI-Expanded Özgün Makale
10
Editorial: Emerging applications of text analytics and natural language processing in healthcare
Hasikin Khairunnisa, Lai Khin Wee, Satapathy Suresh Chandra, SABANCI KADİR, ASLAN MUHAMMET FATİH
Frontiers in Digital Health
2023
Uluslararası Hakemli Emerging Sources Citation Index (ESCI) Özgün Makale
11
Comparative Analysis of CNN Models and Bayesian Optimization-Based Machine Learning Algorithms in Leaf Type Classification
ASLAN MUHAMMET FATİH
Balkan Journal of Electrical & Computer Engineering (BAJECE)
2023
Uluslararası Hakemli TR DİZİN Özgün Makale
12
A Novel Proposal for Deep Learning-Based Diabetes Prediction: Converting Clinical Data to Image Data
ASLAN MUHAMMET FATİH, SABANCI KADİR
Diagnostics
2023
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
13
A hybrid end-to-end learning approach for breast cancer diagnosis: convolutional recurrent network
ASLAN MUHAMMET FATİH
Computers and Electrical Engineering
2023
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
14
Goal distance-based UAV path planning approach, path optimization and learning-based path estimation: GDRRT*, PSO-GDRRT* and BiLSTM-PSO-GDRRT*
ASLAN MUHAMMET FATİH, DURDU AKİF, SABANCI KADİR
Applied Soft Computing
2023
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
15
Improving Inertial Sensor-Based Activity Recognition in Neurological Populations
ÇELİK YUNUS, ASLAN MUHAMMET FATİH, SABANCI KADİR, Stuart Sam, Woo Wai Lok, Godfrey Alan
Sensors
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
16
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
Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH
Applied Sciences
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
17
A Framework for Lung and Colon Cancer Diagnosis via Lightweight Deep Learning Models and Transformation Methods
Attallah Omneya, ASLAN MUHAMMET FATİH, SABANCI KADİR
Diagnostics
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
18
Transfer Learning-Based Benchmarking Study for Diagnosis of COVID-19 from Lung CT Scans
Akar Mücahit, SABANCI KADİR, ASLAN MUHAMMET FATİH
INTELLIGENT METHODS IN ENGINEERING SCIENCES
2022
Uluslararası Hakemli Endekste taranmıyor Özgün Makale
19
Effect of lacto-fermentation and freeze-drying on the quality of beetroot evaluated using machine vision and sensory analysis
Ropelewska Ewa, Wrzodak Anna, SABANCI KADİR, ASLAN MUHAMMET FATİH
EUROPEAN FOOD RESEARCH AND TECHNOLOGY
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
20
Convolutional neural network - Support vector machine based approach for classification of cyanobacteria and chlorophyta microalgae groups
SÖNMEZ MESUT ERSİN, ECZACIOĞLU NUMAN, GÜMÜŞ NUMAN EMRE, ASLAN MUHAMMET FATİH, SABANCI KADİR, AŞIKKUTLU BARAN
Algal Research
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
21
A CNN-SVM study based on selected deep features for grapevine leaves classification
KÖKLÜ MURAT, ÜNLERŞEN MUHAMMED FAHRİ, ÖZKAN İLKER ALİ, ASLAN MUHAMMET FATİH, SABANCI KADİR
Measurement
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
22
A Comprehensive Survey of the Recent Studies with UAV for Precision Agriculture in Open Fields and Greenhouses
ASLAN MUHAMMET FATİH, DURDU AKİF, SABANCI KADİR, Ropelewska Ewa, GÜLTEKİN SEYFETTİN SİNAN
Applied Sciences
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
23
COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian Optimization
ASLAN MUHAMMET FATİH, SABANCI KADİR, DURDU AKİF, ÜNLERŞEN MUHAMMED FAHRİ
Computers in Biology and Medicine
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
24
Benchmarking Machine Learning Approaches to Evaluate the Cultivar Differentiation of Plum (Prunus domestica L.) Kernels
Ropelewska Ewa, Cai Xiang, Zhang Zhan, SABANCI KADİR, ASLAN MUHAMMET FATİH
Agriculture
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
25
Flesh of pumpkin from ecological farming as part of fruit suitable for non-destructive cultivar classification using computer vision
Ropelewska Ewa, Popińska Wioletta, SABANCI KADİR, ASLAN MUHAMMET FATİH
European Food Research and Technology
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
26
A Novel Convolutional-Recurrent Hybrid Network for Sunn Pest–Damaged Wheat Grain Detection
SABANCI KADİR, ASLAN MUHAMMET FATİH, Ropelewska Ewa, ÜNLERŞEN MUHAMMED FAHRİ, DURDU AKİF
Food Analytical Methods
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
27
A comparative evaluation of Bayes, functions, trees, meta, rules and lazy machine learning algorithms for the discrimination of different breeding lines and varieties of potato based on spectroscopic data
Slavova Vanya, Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH, Nacheva Emilia
European Food Research and Technology
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
28
Visual-Inertial Image-Odometry Network (VIIONet): A Gaussian process regression-based deep architecture proposal for UAV pose estimation
ASLAN MUHAMMET FATİH, DURDU AKİF, SABANCI KADİR
Measurement
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
29
CNN-SVM hybrid model for varietal classification of wheat based on bulk samples
ÜNLERŞEN MUHAMMED FAHRİ, SÖNMEZ MESUT ERSİN, ASLAN MUHAMMET FATİH, DEMİR BEDRETTİN, AYDIN NEVZAT, SABANCI KADİR, Ropelewska Ewa
EUROPEAN FOOD RESEARCH AND TECHNOLOGY
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
30
COVID-19 Isolation Control Proposal via UAV and UGV for Crowded Indoor Environments: Assistive Robots in the Shopping Malls
ASLAN MUHAMMET FATİH, Hasikin Khairunnisa, Yusefi Abdullah, DURDU AKİF, SABANCI KADİR, Azizan Muhammad Mokhzaini
Frontiers in Public Health
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
31
Preservation effects evaluated using innovative models developed by machine learning on cucumber flesh
Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH
European Food Research and Technology
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
32
Authentication of tomato (Solanum lycopersicum L.) cultivars using discriminative models based on texture parameters of flesh and skin images
Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH
European Food Research and Technology
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
33
Discrimination of onion subjected to drought and normal watering mode based on fluorescence spectroscopic data
Ropelewska Ewa, Slavova Vanya, SABANCI KADİR, ASLAN MUHAMMET FATİH, Cai Xiang, Genova Stefka
Computers and Electronics in Agriculture
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
34
A Novel Approach to the Authentication of Apricot Seed Cultivars Using Innovative Models Based on Image Texture Parameters
Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH, Azizi Afshin
Horticulturae
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
35
Predicting occupational injury causal factors using text-based analytics: A systematic review
Khairuddin Mohamed Zul Fadhli, Hasikin Khairunnisa, Razak Nasrul Anuar Abd, Lai Khin Wee, Osman Mohd Zamri, ASLAN MUHAMMET FATİH, SABANCI KADİR, Azizan Muhammad Mokhzaini, Satapathy Suresh Chandra, Wu Xiang
Frontiers in Public Health
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
36
A New Approach to COVID-19 Detection: An ANN Proposal Optimized through Tree-Seed Algorithm
ASLAN MUHAMMET FATİH, SABANCI KADİR, Ropelewska Ewa
Symmetry
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
37
HVIOnet: A deep learning based hybrid visual–inertial odometry approach for unmanned aerial system position estimation
ASLAN MUHAMMET FATİH, DURDU AKİF, Yusefi Abdullah, Yılmaz Alper
Neural Networks
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
38
The Changes in Bell Pepper Flesh as a Result of Lacto-Fermentation Evaluated Using Image Features and Machine Learning
Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH
Foods
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
39
Benchmarking analysis of CNN models for pits of sour cherry cultivars
SABANCI KADİR, ASLAN MUHAMMET FATİH, Ropelewska Ewa
European Food Research and Technology
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
40
The Use of Fluorescence Spectroscopic Data and Machine-Learning Algorithms to Discriminate Red Onion Cultivar and Breeding Line
SABANCI KADİR, ASLAN MUHAMMET FATİH, Slavova Vanya, Genova Stefka
Agriculture
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
41
A robust semantic lung segmentation study for CNN-based COVID-19 diagnosis
ASLAN MUHAMMET FATİH
Chemometrics and Intelligent Laboratory Systems
2022
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
42
Differentiation of Yeast-Inoculated and Uninoculated Tomatoes Using Fluorescence Spectroscopy Combined with Machine Learning
Ropelewska Ewa, Slavova Vanya, SABANCI KADİR, ASLAN MUHAMMET FATİH, Masheva Veselina, Petkova Mariana
Agriculture
2022
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
43
A convolutional neural network-based comparative study for pepper seed classification: Analysis of selected deep features with support vector machine
SABANCI KADİR, ASLAN MUHAMMET FATİH, Ropelewska Ewa, ÜNLERŞEN MUHAMMED FAHRİ
JOURNAL OF FOOD PROCESS ENGINEERING
2021
Q3 Uluslararası Hakemli SCI-Expanded Özgün Makale
44
Sensorless Current Prediction in Single Phase Inverter Circuits with Machine Learning Algorithms
Türe Hüseyin, BALCI SELAMİ, SABANCI KADİR, ASLAN MUHAMMET FATİH
Journal of Energy Systems
2021
Uluslararası Hakemli Scopus Özgün Makale
45
The Speed Estimation via BiLSTM-Based Network of a BLDC Motor Drive for Fan Applications
ÜNLERŞEN MUHAMMED FAHRİ, BALCI SELAMİ, ASLAN MUHAMMET FATİH, SABANCI KADİR
Arabian Journal for Science and Engineering
2021
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
46
Cultivar identification of sweet cherries based on texture parameters determined using image analysis
Ropelewska Ewa, Popińska Wioletta, SABANCI KADİR, ASLAN MUHAMMET FATİH
Journal of Food Process Engineering
2021
Q3 Uluslararası Hakemli SCI-Expanded Özgün Makale
47
The YTU dataset and recurrent neural network based visual-inertial odometry
GÜRTÜRK MERT, Yusefi Abdullah, ASLAN MUHAMMET FATİH, SOYCAN METİN, DURDU AKİF, Masiero Andrea
Measurement
2021
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
48
CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection
ASLAN MUHAMMET FATİH, ÜNLERŞEN MUHAMMED FAHRİ, SABANCI KADİR, DURDU AKİF
Applied Soft Computing
2021
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
49
A CNN-based novel solution for determining the survival status of heart failure patients with clinical record data: numeric to image
ASLAN MUHAMMET FATİH, SABANCI KADİR, DURDU AKİF
Biomedical Signal Processing and Control
2021
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
50
LSTM and Filter Based Comparison Analysis for Indoor Global Localization in UAVs
Yusefi Abdullah, DURDU AKİF, ASLAN MUHAMMET FATİH, SUNGUR CEMİL
IEEE Access
2021
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
51
Discriminative Power of Geometric Parameters of Different Cultivars of Sour Cherry Pits Determined Using Machine Learning
Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH
Agriculture
2021
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
52
Wheat Flour Milling Yield Estimation Based on Wheat Kernel Physical Properties Using Artificial Neural Networks
SABANCI KADİR,AYDIN NEVZAT,SAYASLAN ABDULVAHİT,SÖNMEZ MESUT ERSİN,ASLAN MUHAMMET FATİH,DEMİR Lütfü,SERMET Cemal
International Journal of Intelligent Systems and Applications in Engineering
2020
Uluslararası Hakemli TR DİZİN Özgün Makale
53
Bread and durum wheat classification using wavelet based image fusion
SABANCI KADİR,ASLAN MUHAMMET FATİH,DURDU AKİF
Journal of the Science of Food and Agriculture
2020
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
54
Estimation of the Switching Losses in DC-DC Boost Converters by Various Machine Learning Methods
SABANCI KADİR,ASLAN MUHAMMET FATİH,BALCI SELAMİ
Journal of Energy Systems (JES)
2020
Uluslararası Hakemli Scopus Özgün Makale
55
Submersible Pump Vortex Detection Using Image Processing Technique and Neuro-Fuzzy
DURDU AKİF,ORHAN NURİ,ÇELTEK SEYİT ALPEREN,ASLAN MUHAMMET FATİH,SABANCI KADİR
International Journal of Applied Mathematics Electronics and Computers
2020
Uluslararası Hakemli SOBIAD Özgün Makale
56
Human action recognition with bag of visual words using different machine learning methods and hyperparameter optimization
ASLAN MUHAMMET FATİH,DURDU AKİF,SABANCI KADİR
Neural Computing and Applications
2020
Q2 Uluslararası Hakemli SCI-Expanded Özgün Makale
57
CNN and HOG based comparison study for complete occlusion handling in human tracking
ASLAN MUHAMMET FATİH,DURDU AKİF,SABANCI KADİR,Mutluer Meryem Afife
MEASUREMENT
2020
Q1 Uluslararası Hakemli SCI-Expanded Özgün Makale
58
An ensemble learning estimation of the effect of magnetic coupling on switching frequency value in wireless power transfer system for electric vehicles
SABANCI KADİR,BALCI SELAMİ,ASLAN MUHAMMET FATİH
SN Applied Sciences
2019
Uluslararası Hakemli Emerging Sources Citation Index Özgün Makale
59
Comparison of Contourlet and Time-Invariant Contourlet Transform Performance for Different Types of Noises
ASLAN MUHAMMET FATİH,SABANCI KADİR,DURDU AKİF
Balkan Journal of Electrical and Computer Engineering
2019
Uluslararası Hakemli TR DİZİN Özgün Makale
60
Q-Learning Based Real Time Path Planning for Mobile Robots
Cetin Halil,DURDU AKİF,ASLAN MUHAMMET FATİH
International Journal of Trend in Scientific Research and Development
2019
Uluslararası Hakemli Google Scholar Özgün Makale
61
A COMPARISON STUDY FOR IMAGE DENOISING
ASLAN MUHAMMET FATİH,DURDU AKİF,SABANCI KADİR
European Journal of Technic
2019
Uluslararası Hakemli TR DİZİN Özgün Makale
62
An approach for learning from robots using formal languages and automata
ASLAN MUHAMMET FATİH,DURDU AKİF,SABANCI KADİR,ERDOĞAN KEMAL
Industrial Robot: the international journal of robotics research and application
2019
Q4 Uluslararası Hakemli SCI-Expanded Özgün Makale
63
Fusion of CT and MR Liver Images by SURF-Based Registration
ASLAN MUHAMMET FATİH,DURDU AKİF,SABANCI KADİR
International Journal of Intelligent Systems and Applications in Engineering
2019
Uluslararası Hakemli TR DİZİN Özgün Makale
64
Breast Cancer Diagnosis by Different Machine Learning Methods Using Blood Analysis Data
ASLAN MUHAMMET FATİH,ÇELİK YUNUS,SABANCI KADİR,DURDU AKİF
International Journal of Intelligent Systems and Applications in Engineering
2018
Uluslararası Hakemli TR DİZİN Özgün Makale
65
Different Wheat Species Classifier Application of ANN and ELM
ASLAN MUHAMMET FATİH,SABANCI KADİR,DURDU AKİF
Journal of Multidisciplinary Engineering Science and Technology
2017
Uluslararası Hakemli Google Scholar Özgün Makale
66
Shopping Robot That Make Real Time Color Tracking Using Image Processing Techniques
ASLAN MUHAMMET FATİH,DURDU AKİF,SABANCI KADİR
International Journal of Applied Mathematics, Electronics and Computers
2017
Uluslararası Hakemli Index Copernicus Özgün Makale
67
A COMPARATIVE CLASSIFICATION OF WHEAT GRAINS FOR ARTIFICIAL NEURAL NETWORK AND EXTREME LEARNING MACHINE
SABANCI KADİR,ASLAN MUHAMMET FATİH,YİĞİT ENES,KAYABAŞI AHMET,TOKTAŞ ABDURRAHİM,DUYSAK HÜSEYİN
International Journal of Environmental Trends (IJENT)
2017
Uluslararası Hakemli Endekste taranmıyor Özgün Makale