Mehmet Siraç Özerdem

According to our database, Mehmet Siraç Özerdem authored at least 28 papers between 2003 and 2021.

Collaborative distances:

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

2021

Automatic detection and localization of COVID-19 pneumonia using axial computed tomography images and deep convolutional neural networks.

Hasan Polat, Mehmet Siraç Özerdem, Faysal Ekici, Veysi Akpolat

Int. J. Imaging Syst. Technol., 2021

The convolutional neural network approach from electroencephalogram signals in emotional detection.

Ömer Türk, Mehmet Siraç Özerdem

Concurr. Comput. Pract. Exp., 2021

Complexity of EEG Dynamics for Early Diagnosis of Alzheimer's Disease Using Permutation Entropy Neuromarker.

Mesut Seker, Yagmur Özbek, Görsev Yener, Mehmet Siraç Özerdem

Comput. Methods Programs Biomed., 2021

Destek Vektör Makinesi ile Yeni Oz Benzerlik İndeksi Kullanarak Epilepsi Tespiti Epilepsy Detection Using a Novel Self Similarity Index Combined with Support Vector Machine.

Cigdem Polat Dautov, Mehmet Siraç Özerdem, Ruslan Dautov

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

On a yearly basis prediction of soil water content utilizing sar data: a machine learning and feature selection approach.

Emrullah Acar, Mehmet Siraç Özerdem

Turkish J. Electr. Eng. Comput. Sci., 2020

Soil Moisture Inversion Via Semiempirical and Machine Learning Methods With Full-Polarization Radarsat-2 and Polarimetric Target Decomposition Data: A Comparative Study.

Hüseyin Acar, Mehmet Siraç Özerdem, Emrullah Acar

IEEE Access, 2020

EEG Coherence as a Neuro-marker for Diagnosis of Schizophrenia.

Mesut Seker, Mehmet Siraç Özerdem

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

2019

Comparison of NDVI and RVI Vegetation Indices Using Satellite Images.

Abdurrahman Gonenc, Mehmet Siraç Özerdem, Emrullah Acar

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Machine Learning based Regression Model for Prediction of Soil Surface Humidity over Moderately Vegetated Fields.

Emrullah Acar, Mehmet Siraç Özerdem, Burak Berk Üstündag

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

2018

Application of Higuchi's Fractal Dimension for the Statistical Analysis of Human EEG Responses to Odors.

Mesut Seker, Mehmet Siraç Özerdem

Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Spectrum estimation of odor EEG responses with parametric-nonparametric spectral analysis methods.

Mesut Seker, Mehmet Akin, Mehmet Siraç Özerdem

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Epilepsy detection using a naive signal decomposition method combined with fractal dimension.

Cigdem Polat Dautov, Mehmet Siraç Özerdem

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Wavelet transform and signal denoising using Wavelet method.

Cigdem Polat Dautov, Mehmet Siraç Özerdem

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Soil Moisture Estimation over Vegetated Agricultural Areas: Tigris Basin, Turkey from Radarsat-2 Data by Polarimetric Decomposition Models and a Generalized Regression Neural Network.

Mehmet Siraç Özerdem, Emrullah Acar, Remzi Ekinci

Remote. Sens., 2017

Emotion recognition based on EEG features in movie clips with channel selection.

Mehmet Siraç Özerdem, Hasan Polat

Brain Informatics, 2017

Classification of mental task EEG records using Hjorth parameters.

Ömer Türk, Mesut Seker, Veysi Akpolat, Mehmet Siraç Özerdem

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

2016

Classification of EEG data sets with Hilbert transform.

Mesut Seker, Mehmet Siraç Özerdem

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015

Determination of changes in frequencies of EEG signal in eyes open / closed duration.

Ömer Türk, Mehmet Siraç Özerdem

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Reflection emotions based on different stories onto EEG signal.

Hasan Polat, Mehmet Siraç Özerdem

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

The texture feature extraction of Mardin agricultural field images by HOG algorithms and soil moisture estimation based on the image textures.

Emrullah Acar, Mehmet Siraç Özerdem

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

Classification of ECoG patterns related to finger movements with wavelet based SVM methods.

Kerim Karadag, Mehmet Siraç Özerdem

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

Classification of agressive action EMG signals by AR based k-NN method.

Emrullah Acar, Mehmet Siraç Özerdem

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

2013

Determination of ECoG information flow activity based on Granger causality and Hilbert transformation.

Rustu Murat Demirer, Mehmet Siraç Özerdem, Coskun Bayrak, Engin Mendi

Comput. Methods Programs Biomed., 2013

An iris recognition system by laws texture energy measure based k-NN classifier.

Emrullah Acar, Mehmet Siraç Özerdem

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012

Image classification of Kiziltepe cropland by using Gabor Wavelet Transform.

Emrullah Acar, Mehmet Siraç Özerdem

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2008

Suppression of impulse noise in MR images using artificial intelligent based neuro-fuzzy adaptive median filter.

Abdullah Toprak, Mehmet Siraç Özerdem, Inan Güler

Digit. Signal Process., 2008

2006

Self-organized maps based neural networks for detection of possible earthquake precursory electric field patterns.

Mehmet Siraç Özerdem, Berk Üstündag, Rustu Murat Demirer

Adv. Eng. Softw., 2006

2003

Sismik anomalilerin yapay sinir ağları yönetimi ile tanınması ve sınıflandırılması (The recognition and classification of seismic anomalies by ANN method)

Mehmet Siraç Özerdem

PhD thesis, 2003