1
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Comparative Analysis of CNN Models and Bayesian Optimization-Based Machine Learning Algorithms in Leaf Type Classification
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ASLAN MUHAMMET FATİH
|
Balkan Journal of Electrical & Computer Engineering (BAJECE)
|
2023
|
Uluslararası
Hakemli
TR DİZİN
Özgün Makale
|
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2
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A Novel Proposal for Deep Learning-Based Diabetes Prediction: Converting Clinical Data to Image Data
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ASLAN MUHAMMET FATİH, SABANCI KADİR
|
Diagnostics
|
2023
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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3
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Integrated transcriptomic meta-analysis and comparative artificial intelligence models in maize under biotic stress
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Nazari Leyla, ASLAN MUHAMMET FATİH, SABANCI KADİR, Ropelewska Ewa
|
Scientific Reports
|
2023
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Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
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4
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Rapid Detection of Changes in Image Textures of Carrots Caused by Freeze-Drying using Image Processing Techniques and Machine Learning Algorithms
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Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH, ÇETİN NECATİ
|
Sustainability
|
2023
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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5
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The effect of lacto‐fermentation over time on the changes in zucchini flesh quality assessed using machine learning models based on image textures
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Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH
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Journal of Food Process Engineering
|
2023
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
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6
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Editorial: Emerging applications of text analytics and natural language processing in healthcare
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Hasikin Khairunnisa, Lai Khin Wee, Satapathy Suresh Chandra, SABANCI KADİR, ASLAN MUHAMMET FATİH
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Frontiers in Digital Health
|
2023
|
Uluslararası
Hakemli
Emerging Sources Citation Index (ESCI)
Özgün Makale
|
|
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7
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A hybrid end-to-end learning approach for breast cancer diagnosis: convolutional recurrent network
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ASLAN MUHAMMET FATİH
|
Computers and Electrical Engineering
|
2023
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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8
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Goal distance-based UAV path planning approach, path optimization and learning-based path estimation: GDRRT*, PSO-GDRRT* and BiLSTM-PSO-GDRRT*
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ASLAN MUHAMMET FATİH, DURDU AKİF, SABANCI KADİR
|
Applied Soft Computing
|
2023
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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9
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Improving Inertial Sensor-Based Activity Recognition in Neurological Populations
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ÇELİK YUNUS, ASLAN MUHAMMET FATİH, SABANCI KADİR, Stuart Sam, Woo Wai Lok, Godfrey Alan
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Sensors
|
2022
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Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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10
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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
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Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH
|
Applied Sciences
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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11
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A Framework for Lung and Colon Cancer Diagnosis via Lightweight Deep Learning Models and Transformation Methods
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Attallah Omneya, ASLAN MUHAMMET FATİH, SABANCI KADİR
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Diagnostics
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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12
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Transfer Learning-Based Benchmarking Study for Diagnosis of COVID-19 from Lung CT Scans
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Akar Mücahit, SABANCI KADİR, ASLAN MUHAMMET FATİH
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INTELLIGENT METHODS IN ENGINEERING SCIENCES
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2022
|
Uluslararası
Hakemli
Endekste taranmıyor
Özgün Makale
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|
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13
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Effect of lacto-fermentation and freeze-drying on the quality of beetroot evaluated using machine vision and sensory analysis
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Ropelewska Ewa, Wrzodak Anna, SABANCI KADİR, ASLAN MUHAMMET FATİH
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EUROPEAN FOOD RESEARCH AND TECHNOLOGY
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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14
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Convolutional neural network - Support vector machine based approach for classification of cyanobacteria and chlorophyta microalgae groups
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SÖNMEZ MESUT ERSİN, ECZACIOĞLU NUMAN, GÜMÜŞ NUMAN EMRE, ASLAN MUHAMMET FATİH, SABANCI KADİR, AŞIKKUTLU BARAN
|
Algal Research
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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15
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A CNN-SVM study based on selected deep features for grapevine leaves classification
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KÖKLÜ MURAT, ÜNLERŞEN MUHAMMED FAHRİ, ÖZKAN İLKER ALİ, ASLAN MUHAMMET FATİH, SABANCI KADİR
|
Measurement
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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16
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A Comprehensive Survey of the Recent Studies with UAV for Precision Agriculture in Open Fields and Greenhouses
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ASLAN MUHAMMET FATİH, DURDU AKİF, SABANCI KADİR, Ropelewska Ewa, GÜLTEKİN SEYFETTİN SİNAN
|
Applied Sciences
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
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17
|
COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian Optimization
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ASLAN MUHAMMET FATİH, SABANCI KADİR, DURDU AKİF, ÜNLERŞEN MUHAMMED FAHRİ
|
Computers in Biology and Medicine
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
18
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
19
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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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
20
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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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
21
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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
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Slavova Vanya, Ropelewska Ewa, SABANCI KADİR, ASLAN MUHAMMET FATİH, Nacheva Emilia
|
European Food Research and Technology
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
22
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
23
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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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
24
|
COVID-19 Isolation Control Proposal via UAV and UGV for Crowded Indoor Environments: Assistive Robots in the Shopping Malls
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ASLAN MUHAMMET FATİH, Hasikin Khairunnisa, Yusefi Abdullah, DURDU AKİF, SABANCI KADİR, Azizan Muhammad Mokhzaini
|
Frontiers in Public Health
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
25
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
26
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
27
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
28
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
29
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
30
|
A New Approach to COVID-19 Detection: An ANN Proposal Optimized through Tree-Seed Algorithm
|
ASLAN MUHAMMET FATİH, SABANCI KADİR, Ropelewska Ewa
|
Symmetry
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
31
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
32
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
33
|
Benchmarking analysis of CNN models for pits of sour cherry cultivars
|
SABANCI KADİR, ASLAN MUHAMMET FATİH, Ropelewska Ewa
|
European Food Research and Technology
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
34
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
35
|
A robust semantic lung segmentation study for CNN-based COVID-19 diagnosis
|
ASLAN MUHAMMET FATİH
|
Chemometrics and Intelligent Laboratory Systems
|
2022
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
36
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
37
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
38
|
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
|
|
|
39
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
40
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
41
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
42
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
43
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
44
|
LSTM and Filter Based Comparison Analysis for Indoor Global Localization in UAVs
|
Yusefi Abdullah, DURDU AKİF, ASLAN MUHAMMET FATİH, SUNGUR CEMİL
|
IEEE Access
|
2021
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
45
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
46
|
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
|
|
|
47
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
48
|
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
|
|
|
49
|
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
|
|
|
50
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
51
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
52
|
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
|
|
|
53
|
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
|
|
|
54
|
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
|
|
|
55
|
A COMPARISON STUDY FOR IMAGE DENOISING
|
ASLAN MUHAMMET FATİH,DURDU AKİF,SABANCI KADİR
|
European Journal of Technic
|
2019
|
Uluslararası
Hakemli
TR DİZİN
Özgün Makale
|
|
|
56
|
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
|
Uluslararası
Hakemli
SCI-Expanded
Özgün Makale
|
|
|
57
|
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
|
|
|
58
|
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
|
|
|
59
|
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
|
|
|
60
|
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
|
|
|
61
|
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
|
|