M. Emin Yüksel

According to our database, M. Emin Yüksel authored at least 23 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Deep feature extraction, dimensionality reduction, and classification of medical images using combined deep learning architectures, autoencoder, and multiple machine learning models.

Ahmet Hidayet Kiraz, Fatime Oumar Djibrillah, Mehmet Emin Yüksel

Turkish J. Electr. Eng. Comput. Sci., October, 2023

2020

Accurate diagnosis of term-preterm births by spectral analysis of electrohysterography signals.

Derek Kweku Degbedzui, Mehmet Emin Yüksel

Comput. Biol. Medicine, 2020

Accurate Classification of Heart Sound Signals for Cardiovascular Disease Diagnosis by Wavelet Analysis and Convolutional Neural Network: Preliminary Results.

Afrah Elfatih Farah Malik, Sezin Barin, Mehmet Emin Yüksel

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Preterm Birth Prediction by Classification of Spectral Features of Electrohysterography Signals using 1D Convolutional Neural Network: Preliminary Results.

Derek Kweku Degbedzui, Mehmet Emin Yüksel, Afrah Elfatih Farah Malik

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Application of Deep Neural Networks for Disease Diagnosis Through Medical Data Sets.

Alper Bastürk, Hasan Badem, Abdullah Caliskan, Mehmet Emin Yüksel

Proceedings of the Handbook of Deep Learning Applications., 2019

2018

Classification of high resolution hyperspectral remote sensing data using deep neural networks.

M. Emin Yüksel, Nurcan Sarikaya Basturk, Hasan Badem, Abdullah Caliskan, Alper Bastürk

J. Intell. Fuzzy Syst., 2018

Performance improvement of deep neural network classifiers by a simple training strategy.

Abdullah Caliskan, Mehmet Emin Yüksel, Hasan Badem, Alper Bastürk

Eng. Appl. Artif. Intell., 2018

A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization.

Hasan Badem, Alper Bastürk, Abdullah Caliskan, Mehmet Emin Yüksel

Appl. Soft Comput., 2018

2017

A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited-memory BFGS optimization algorithms.

Hasan Badem, Alper Bastürk, Abdullah Caliskan, Mehmet Emin Yüksel

Neurocomputing, 2017

Deep neural network classifier for hand movement prediction.

Alper Bastürk, Mehmet Emin Yüksel, Abdullah Caliskan, Hasan Badem

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Deep neural network based diagnosis system for melanoma skin cancer.

Alper Bastürk, Mehmet Emin Yüksel, Hasan Badem, Abdullah Caliskan

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2014

A type-2 fuzzy edge detector based speckle noise remover.

Mehmet Ali Soyturk, Alper Bastürk, Mehmet Emin Yüksel

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2012

Application of Type-2 Fuzzy Logic Filtering to Reduce Noise in Color Images.

Mehmet Emin Yüksel, Alper Bastürk

IEEE Comput. Intell. Mag., 2012

2009

Accurate Segmentation of Dermoscopic Images by Image Thresholding Based on Type-2 Fuzzy Logic.

M. Emin Yüksel, Murat Borlu

IEEE Trans. Fuzzy Syst., 2009

2008

Impulse Noise Removal From Digital Images by a Detail-Preserving Filter Based on Type-2 Fuzzy Logic.

M. Tülin Yildirim, Alper Bastürk, M. Emin Yüksel

IEEE Trans. Fuzzy Syst., 2008

2007

Adaptive neuro-fuzzy inference system for speckle noise reduction in SAR images.

Alper Bastürk, Mehmet Emin Yüksel

Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Inspection of defects in fabrics using Gabor wavelets and principle component analysis.

Alper Bastürk, Halil Ketencioglu, Zeki Yugnak, M. Emin Yüksel

Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

A Detail-Preserving Type-2 Fuzzy Logic Filter for Impulse Noise Removal from Digital Images.

M. Tülin Yildirim, Alper Bastürk, M. Emin Yüksel

Proceedings of the FUZZ-IEEE 2007, 2007

A Type-2 Fuzzy Logic Filter for Detail-Preserving Restoration of Digital Images Corrupted by Impulse Noise.

M. Tülin Yildirim, M. Emin Yüksel

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006

A hybrid neuro-fuzzy filter for edge preserving restoration of images corrupted by impulse noise.

M. Emin Yüksel

IEEE Trans. Image Process., 2006

Efficient Distortion Reduction of Mixed Noise Filters by Neuro-fuzzy Processing.

M. Emin Yüksel, Alper Bastürk

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2004

A simple neuro-fuzzy impulse detector for efficient blur reduction of impulse noise removal operators for digital images.

M. Emin Yüksel, Erkan Besdok

IEEE Trans. Fuzzy Syst., 2004

Detail-Preserving Restoration of Impulse Noise Corrupted Images by a Switching Median Filter Guided by a Simple Neuro-Fuzzy Network.

M. Emin Yüksel, Alper Bastürk, Erkan Besdok

EURASIP J. Adv. Signal Process., 2004