Mehmet Siraç Özerdem

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 20

Top Topics

Machine Learning

Gabor Wavelet Transform

Top Venues

Agro-Geoinformatics

Comput. Methods Programs Biomed.

Publications

Mesut Seker, Yagmur Özbek, Görsev Yener, Mehmet Siraç Özerdem
Complexity of EEG Dynamics for Early Diagnosis of Alzheimer's Disease Using Permutation Entropy Neuromarker. Comput. Methods Programs Biomed. 206 (2021)
Ömer Türk, Mehmet Siraç Özerdem
The convolutional neural network approach from electroencephalogram signals in emotional detection. Concurr. Comput. Pract. Exp. 33 (20) (2021)
Cigdem Polat Dautov, Mehmet Siraç Özerdem, Ruslan Dautov
Destek Vektör Makinesi ile Yeni Oz Benzerlik İndeksi Kullanarak Epilepsi Tespiti Epilepsy Detection Using a Novel Self Similarity Index Combined with Support Vector Machine. SIU (2021)
Hasan Polat, Mehmet Siraç Özerdem, Faysal Ekici, Veysi Akpolat
Automatic detection and localization of COVID-19 pneumonia using axial computed tomography images and deep convolutional neural networks. Int. J. Imaging Syst. Technol. 31 (2) (2021)
Emrullah Acar, Mehmet Siraç Özerdem
On a yearly basis prediction of soil water content utilizing sar data: a machine learning and feature selection approach. Turkish J. Electr. Eng. Comput. Sci. 28 (4) (2020)
Mesut Seker, Mehmet Siraç Özerdem
EEG Coherence as a Neuro-marker for Diagnosis of Schizophrenia. SIU (2020)
Hüseyin Acar, Mehmet Siraç Özerdem, Emrullah Acar
Soil Moisture Inversion Via Semiempirical and Machine Learning Methods With Full-Polarization Radarsat-2 and Polarimetric Target Decomposition Data: A Comparative Study. IEEE Access 8 (2020)
Abdurrahman Gonenc, Mehmet Siraç Özerdem, Emrullah Acar
Comparison of NDVI and RVI Vegetation Indices Using Satellite Images. Agro-Geoinformatics (2019)
Emrullah Acar, Mehmet Siraç Özerdem, Burak Berk Üstündag
Machine Learning based Regression Model for Prediction of Soil Surface Humidity over Moderately Vegetated Fields. Agro-Geoinformatics (2019)
Cigdem Polat Dautov, Mehmet Siraç Özerdem
Wavelet transform and signal denoising using Wavelet method. SIU (2018)
Mesut Seker, Mehmet Siraç Özerdem
Application of Higuchi's Fractal Dimension for the Statistical Analysis of Human EEG Responses to Odors. TSP (2018)
Cigdem Polat Dautov, Mehmet Siraç Özerdem
Epilepsy detection using a naive signal decomposition method combined with fractal dimension. SIU (2018)
Mesut Seker, Mehmet Akin, Mehmet Siraç Özerdem
Spectrum estimation of odor EEG responses with parametric-nonparametric spectral analysis methods. SIU (2018)
Mehmet Siraç Özerdem, Emrullah Acar, Remzi Ekinci
Soil Moisture Estimation over Vegetated Agricultural Areas: Tigris Basin, Turkey from Radarsat-2 Data by Polarimetric Decomposition Models and a Generalized Regression Neural Network. Remote. Sens. 9 (4) (2017)
Mehmet Siraç Özerdem, Hasan Polat
Emotion recognition based on EEG features in movie clips with channel selection. Brain Informatics 4 (4) (2017)
Ömer Türk, Mesut Seker, Veysi Akpolat, Mehmet Siraç Özerdem
Classification of mental task EEG records using Hjorth parameters. SIU (2017)
Mesut Seker, Mehmet Siraç Özerdem
Classification of EEG data sets with Hilbert transform. SIU (2016)
Emrullah Acar, Mehmet Siraç Özerdem
The texture feature extraction of Mardin agricultural field images by HOG algorithms and soil moisture estimation based on the image textures. SIU (2015)
Ömer Türk, Mehmet Siraç Özerdem
Determination of changes in frequencies of EEG signal in eyes open / closed duration. SIU (2015)
Hasan Polat, Mehmet Siraç Özerdem
Reflection emotions based on different stories onto EEG signal. SIU (2015)
Emrullah Acar, Mehmet Siraç Özerdem
Classification of agressive action EMG signals by AR based k-NN method. SIU (2014)
Kerim Karadag, Mehmet Siraç Özerdem
Classification of ECoG patterns related to finger movements with wavelet based SVM methods. SIU (2014)
Emrullah Acar, Mehmet Siraç Özerdem
An iris recognition system by laws texture energy measure based k-NN classifier. SIU (2013)
R. Murat Demirer, Mehmet Siraç Özerdem, Coskun Bayrak, Engin Mendi
Determination of ECoG information flow activity based on Granger causality and Hilbert transformation. Comput. Methods Programs Biomed. 112 (3) (2013)
Emrullah Acar, Mehmet Siraç Özerdem
Image classification of Kiziltepe cropland by using Gabor Wavelet Transform. SIU (2012)
Abdullah Toprak, Mehmet Siraç Özerdem, Inan Güler
Suppression of impulse noise in MR images using artificial intelligent based neuro-fuzzy adaptive median filter. Digit. Signal Process. 18 (3) (2008)
Mehmet Siraç Özerdem, Berk Üstündag, R. Murat Demirer
Self-organized maps based neural networks for detection of possible earthquake precursory electric field patterns. Adv. Eng. Softw. 37 (4) (2006)