Muhammet Fatih Aslan

发表

An approach for learning from robots using formal languages and automata

Akif Durdu, Muhammet Fatih Aslan, Kadir Sabanci, 2019, Ind. Robot.

An ensemble learning estimation of the effect of magnetic coupling on switching frequency value in wireless power transfer system for electric vehicles

Muhammet Fatih Aslan, Kadir Sabanci, Selami Balci, 2019, SN Applied Sciences.

Shopping Robot That Make Real Time Color Tracking Using Image Processing Techniques

Akif Durdu, Muhammet Fatih Aslan, Kadir Sabanci, 2017 .

WiFi Based Indoor Localization: Application and Comparison of Machine Learning Algorithms

Muhammet Fatih Aslan, Kadir Sabanci, Deniz Ustun, 2018, 2018 XXIIIrd International Seminar/Workshop on Direct and Inverse Problems of Electromagnetic and Acoustic Wave Theory (DIPED).

Human action recognition with bag of visual words using different machine learning methods and hyperparameter optimization

Akif Durdu, Muhammet Fatih Aslan, Kadir Sabanci, 2019, Neural Computing and Applications.

A COMPARISON STUDY FOR IMAGE DENOISING

Akif Durdu, Muhammet Fatih Aslan, Kadir Sabanci, 2019, European Journal of Technic.

Segmentation of Retinal Blood Vessel Using Gabor Filter and Extreme Learning Machines

Akif Durdu, Murat Ceylan, Muhammet Fatih Aslan, 2018, 2018 International Conference on Artificial Intelligence and Data Processing (IDAP).

CNN and HOG based comparison study for complete occlusion handling in human tracking

Akif Durdu, Muhammet Fatih Aslan, Kadir Sabanci, 2020 .

Breast Cancer Diagnosis by Different Machine Learning Methods Using Blood Analysis Data

Akif Durdu, Muhammet Fatih Aslan, Kadir Sabanci, 2018, International Journal of Intelligent Systems and Applications in Engineering.

Fusion of CT and MR Liver Images by SURF-Based Registration

Akif Durdu, Muhammet Fatih Aslan, Kadir Sabanci, 2019, International Journal of Intelligent Systems and Applications in Engineering.

Submersible Pump Vortex Detection Using Image Processing Technique and Neuro-Fuzzy

Muhammet Fatih Aslan, Kadir Sabanci, Seyit Alperen Celtek, 2020 .

Estimation of the switching losses in DC-DC boost converters by various machine learning methods

Muhammet Fatih Aslan, Kadir Sabanci, Selami Balci, 2020 .

A CNN-Based Solution for Breast Cancer Detection With Blood Analysis Data: Numeric to Image

Muhammet Fatih Aslan, Kadir Sabanci, Ewa Ropelewska, 2021, 2021 29th Signal Processing and Communications Applications Conference (SIU).

The YTU dataset and recurrent neural network based visual-inertial odometry

Andrea Masiero, Akif Durdu, Muhammet Fatih Aslan, 2021 .

A Tutorial: Mobile Robotics, SLAM, Bayesian Filter, Keyframe Bundle Adjustment and ROS Applications

Akif Durdu, Muhammet Fatih Aslan, Kadir Sabanci, 2021, Studies in Computational Intelligence.

A CNN-based novel solution for determining the survival status of heart failure patients with clinical record data: numeric to image

Akif Durdu, Muhammet Fatih Aslan, Kadir Sabanci, 2021, Biomed. Signal Process. Control..

Sensorless Current Prediction in Single Phase Inverter Circuits with Machine Learning Algorithms

Muhammet Fatih Aslan, Kadir Sabanci, Selami Balci, 2021, Journal of Energy Systems.

The Speed Estimation via BiLSTM-Based Network of a BLDC Motor Drive for Fan Applications

Muhammet Fatih Aslan, Kadir Sabanci, Selami Balci, 2021, Arabian Journal for Science and Engineering.

Cultivar identification of sweet cherries based on texture parameters determined using image analysis

Muhammet Fatih Aslan, Kadir Sabanci, Ewa Ropelewska, 2021 .

Performance comparison of Extreme Learning Machines and other machine learning methods on WBCD data set

Akif Durdu, Muhammet Fatih Aslan, Abdullah Yusefi, 2021, 2021 29th Signal Processing and Communications Applications Conference (SIU).

CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection

Muhammet Fatih Aslan, Muhammed Fahri Unlersen, Akif Durdu, 2020, Applied Soft Computing.

Convolutional neural network - Support vector machine based approach for classification of cyanobacteria and chlorophyta microalgae groups

Muhammet Fatih Aslan, K. Sabanci, Mesut Ersin Sonmez, 2021, Algal Research.

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

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2022, European Food Research and Technology.

Bread And Durum Wheat Classification Using Wavelet Based Image Fusion.

Muhammet Fatih Aslan, Akif Durdu, K. Sabanci, 2020, Journal of the science of food and agriculture.

A Comparative Classification of Wheat Grains for Artificial Neural Network and Extreme Learning Machine

Muhammet Fatih Aslan, E. Yiğit, Huseyin Duysak, 2017 .

A Novel Convolutional-Recurrent Hybrid Network for Sunn Pest–Damaged Wheat Grain Detection

Muhammet Fatih Aslan, Muhammed Fahri Unlersen, Ewa Ropelewska, 2022, Food Analytical Methods.

Different Wheat Species Classifier Application of ANN and ELM

Muhammet Fatih Aslan, K. Sabanci, 2017 .

CNN–SVM hybrid model for varietal classification of wheat based on bulk samples

Muhammet Fatih Aslan, Muhammed Fahri Unlersen, Ewa Ropelewska, 2022, European Food Research and Technology.

COVID-19 Isolation Control Proposal via UAV and UGV for Crowded Indoor Environments: Assistive Robots in the Shopping Malls

Muhammet Fatih Aslan, M. M. Azizan, K. Hasikin, 2022, Frontiers in Public Health.

A New Approach to COVID-19 Detection: An ANN Proposal Optimized through Tree-Seed Algorithm

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2022, Symmetry.

Preservation effects evaluated using innovative models developed by machine learning on cucumber flesh

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2022, European Food Research and Technology.

HVIOnet: A deep learning based hybrid visual-inertial odometry approach for unmanned aerial system position estimation

Muhammet Fatih Aslan, A. Yilmaz, Akif Durdu, 2022, Neural Networks.

Predicting occupational injury causal factors using text-based analytics: A systematic review

Muhammet Fatih Aslan, M. M. Azizan, S. Satapathy, 2022, Frontiers in Public Health.

CNN–SVM hybrid model for varietal classification of wheat based on bulk samples

Muhammet Fatih Aslan, Muhammed Fahri Unlersen, Ewa Ropelewska, 2022, European Food Research and Technology.

The Changes in Bell Pepper Flesh as a Result of Lacto-Fermentation Evaluated Using Image Features and Machine Learning

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2022, Foods.

A robust semantic lung segmentation study for CNN-based COVID-19 diagnosis

Muhammet Fatih Aslan, 2022, Chemometrics and Intelligent Laboratory Systems.

Differentiation of Yeast-Inoculated and Uninoculated Tomatoes Using Fluorescence Spectroscopy Combined with Machine Learning

Muhammet Fatih Aslan, Ewa Ropelewska, M. Petkova, 2022, Agriculture.

A Comprehensive Survey of the Recent Studies with UAV for Precision Agriculture in Open Fields and Greenhouses

Muhammet Fatih Aslan, Ewa Ropelewska, Akif Durdu, 2022, Applied Sciences.

A Novel Approach to the Authentication of Apricot Seed Cultivars Using Innovative Models Based on Image Texture Parameters

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2022, Horticulturae.

Authentication of tomato (Solanum lycopersicum L.) cultivars using discriminative models based on texture parameters of flesh and skin images

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2022, European Food Research and Technology.

A convolutional neural network ‐based comparative study for pepper seed classification: Analysis of selected deep features with support vector machine

Muhammet Fatih Aslan, Muhammed Fahri Unlersen, Ewa Ropelewska, 2021, Journal of Food Process Engineering.

Discriminative Power of Geometric Parameters of Different Cultivars of Sour Cherry Pits Determined Using Machine Learning

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2021, Agriculture.

COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian Optimization

Muhammet Fatih Aslan, Muhammed Fahri Unlersen, Akif Durdu, 2022, Computers in Biology and Medicine.

Flesh of pumpkin from ecological farming as part of fruit suitable for non-destructive cultivar classification using computer vision

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2021, European Food Research and Technology.

Effect of lacto-fermentation and freeze-drying on the quality of beetroot evaluated using machine vision and sensory analysis

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2021, European Food Research and Technology.

LSTM and Filter Based Comparison Analysis for Indoor Global Localization in UAVs

Muhammet Fatih Aslan, Abdullah Yusefi, Akıf Durdu, 2021, IEEE Access.

Benchmarking analysis of CNN models for pits of sour cherry cultivars

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2022, European Food Research and Technology.

Rapid Detection of Changes in Image Textures of Carrots Caused by Freeze-Drying using Image Processing Techniques and Machine Learning Algorithms

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2023, Sustainability.

A Framework for Lung and Colon Cancer Diagnosis via Lightweight Deep Learning Models and Transformation Methods

Muhammet Fatih Aslan, Omneya Attallah, K. Sabanci, 2022, Diagnostics.

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

Muhammet Fatih Aslan, Akif Durdu, K. Sabanci, 2023, Appl. Soft Comput..

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

Muhammet Fatih Aslan, M. F. Aslan, 2023, Comput. Electr. Eng..

Benchmarking Machine Learning Approaches to Evaluate the Cultivar Differentiation of Plum (Prunus domestica L.) Kernels

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2022, Agriculture.

Comparison of Contourlet and Time-Invariant Contourlet Transform Performance for Different Types of Noises

Muhammet Fatih Aslan, Akif Durdu, K. Sabanci, 2019, Balkan Journal of Electrical and Computer Engineering.

Improving Inertial Sensor-Based Activity Recognition in Neurological Populations

Muhammet Fatih Aslan, W. L. Woo, A. Godfrey, 2022, Sensors.

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

Muhammet Fatih Aslan, Ewa Ropelewska, K. Sabanci, 2022, Comput. Electron. Agric..

Wheat Flour Milling Yield Estimation Based on Wheat Kernel Physical Properties Using Artificial Neural Networks

Muhammet Fatih Aslan, K. Sabanci, Mesut Ersin Sonmez, 2020, International Journal of Intelligent Systems and Applications in Engineering.

A Novel Proposal for Deep Learning-Based Diabetes Prediction: Converting Clinical Data to Image Data

Muhammet Fatih Aslan, K. Sabancı, 2023, Diagnostics.