Muhammet Fatih ASLAN

About Muhammet Fatih ASLAN

Muhammet Fatih ASLAN, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at Karamanoglu Mehmetbey Üniversitesi, specializes in the field of Mobile Robotic, Image Processing, Artificial Intelligence, Precision Agriculture.

His recent articles reflect a diverse array of research interests and contributions to the field:

Rapid detection of changes in image textures of carrots caused by freeze-drying using image processing techniques and machine learning algorithms

Comparative Analysis of CNN Models and Bayesian Optimization-Based Machine Learning Algorithms in Leaf Type Classification

A hybrid end-to-end learning approach for breast cancer diagnosis: convolutional recurrent network

Goal distance-based UAV path planning approach, path optimization and learning-based path estimation: GDRRT*, PSO-GDRRT* and BiLSTM-PSO-GDRRT

A novel proposal for deep learning-based diabetes prediction: converting clinical data to image data

COMPARISON OF VISION TRANSFORMERS AND CONVOLUTIONAL NEURAL NETWORKS FOR SKIN DISEASE CLASSIFICATION

The effect of lacto‐fermentation over time on the changes in zucchini flesh quality assessed using machine learning models based on image textures

Integrated transcriptomic meta-analysis and comparative artificial intelligence models in maize under biotic stress

Muhammet Fatih ASLAN Information

University

Position

___

Citations(all)

1383

Citations(since 2020)

1372

Cited By

104

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

33

i10Index(since 2020)

32

Email

University Profile Page

Karamanoglu Mehmetbey Üniversitesi

Google Scholar

View Google Scholar Profile

Muhammet Fatih ASLAN Skills & Research Interests

Mobile Robotic

Image Processing

Artificial Intelligence

Precision Agriculture

Top articles of Muhammet Fatih ASLAN

Title

Journal

Author(s)

Publication Date

Rapid detection of changes in image textures of carrots caused by freeze-drying using image processing techniques and machine learning algorithms

Sustainability

Ewa Ropelewska

Kadir Sabanci

Muhammet Fatih Aslan

Necati Çetin

2023/4/21

Comparative Analysis of CNN Models and Bayesian Optimization-Based Machine Learning Algorithms in Leaf Type Classification

Balkan Journal of Electrical and Computer Engineering

Muhammet Fatih Aslan

2023/1/1

A hybrid end-to-end learning approach for breast cancer diagnosis: convolutional recurrent network

Computers and Electrical Engineering

Muhammet Fatih Aslan

2023/1/1

Goal distance-based UAV path planning approach, path optimization and learning-based path estimation: GDRRT*, PSO-GDRRT* and BiLSTM-PSO-GDRRT

Applied Soft Computing

Muhammet Fatih Aslan

Akif Durdu

Kadir Sabanci

2023/4/1

A novel proposal for deep learning-based diabetes prediction: converting clinical data to image data

Diagnostics

Muhammet Fatih Aslan

Kadir Sabanci

2023/2/20

COMPARISON OF VISION TRANSFORMERS AND CONVOLUTIONAL NEURAL NETWORKS FOR SKIN DISEASE CLASSIFICATION

Proceedings of the International Conference on New Trends in Applied Sciences

Muhammet Fatih Aslan

2023/12/1

The effect of lacto‐fermentation over time on the changes in zucchini flesh quality assessed using machine learning models based on image textures

Journal of Food Process Engineering

Ewa Ropelewska

Kadir Sabanci

Muhammet Fatih Aslan

2023

Integrated transcriptomic meta-analysis and comparative artificial intelligence models in maize under biotic stress

Scientific Reports

Leyla Nazari

Muhammet Fatih Aslan

Kadir Sabanci

Ewa Ropelewska

2023/9/23

Emerging Applications of Text Analytics and Natural Language Processing in Healthcare

Khairunnisa Hasikin

Khin Wee Lai

Suresh Satat

Kadir Sabanci

Muhammet Fatih Aslan

2023

Benchmarking analysis of CNN models for pits of sour cherry cultivars

European Food Research and Technology

Kadir Sabanci

Muhammet Fatih Aslan

Ewa Ropelewska

2022/10

Transfer Learning-Based Benchmarking Study for Diagnosis of COVID-19 from Lung CT Scans

Intelligent Methods In Engineering Sciences

Mucahit Akar

Kadir Sabanci

Muhammet Fatih Aslan

2022/12/1

Discrimination of onion subjected to drought and normal watering mode based on fluorescence spectroscopic data

Computers and Electronics in Agriculture

Ewa Ropelewska

Vanya Slavova

Kadir Sabanci

Muhammet Fatih Aslan

Xiang Cai

...

2022/5/1

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 …

European Food Research and Technology

Vanya Slavova

Ewa Ropelewska

Kadir Sabanci

Muhammet Fatih Aslan

Emilia Nacheva

2022/7

A comprehensive survey of the recent studies with UAV for precision agriculture in open fields and greenhouses

Muhammet Fatih Aslan

Akif Durdu

Kadir Sabanci

Ewa Ropelewska

Seyfettin Sinan Gültekin

2022/1/20

The changes in bell pepper flesh as a result of lacto-fermentation evaluated using image features and machine learning

Foods

Ewa Ropelewska

Kadir Sabanci

Muhammet Fatih Aslan

2022/9/21

A framework for lung and colon cancer diagnosis via lightweight deep learning models and transformation methods

Diagnostics

Omneya Attallah

Muhammet Fatih Aslan

Kadir Sabanci

2022/11/23

A new approach to COVID-19 detection: An ANN proposal optimized through tree-seed algorithm

Symmetry

Muhammet Fatih Aslan

Kadir Sabanci

Ewa Ropelewska

2022/6/24

Distinguishing Pickled and Fresh Cucumber Slices Using Digital Image Processing and Machine Learning

Biology and Life Sciences Forum

Ewa Ropelewska

Kadir Sabanci

Muhammet Fatih Aslan

2022/4/15

Kapalı ortamlarda otonom insansız hava sistemlerinin geliştirilmesi

Muhammet Fatih Aslan

2022

Making good use of inertial data: Towards better identification of free-living mobility recognition

Gait & Posture

Y Celik

MF Aslan

K Sabanci

S Stuart

WL Woo

...

2022/9/1

See List of Professors in Muhammet Fatih ASLAN University(Karamanoglu Mehmetbey Üniversitesi)

Co-Authors

H-index: 25
Kadir Sabanci

Kadir Sabanci

Karamanoglu Mehmetbey Üniversitesi

H-index: 24
Abdurrahim Toktas

Abdurrahim Toktas

Karamanoglu Mehmetbey Üniversitesi

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