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Mehmet Siraç Özerdem
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2020 – today
- 2021
- [j10]Mesut Seker
, Yagmur Özbek
Complexity of EEG Dynamics for Early Diagnosis of Alzheimer's Disease Using Permutation Entropy Neuromarker. Comput. Methods Programs Biomed. 206: 106116 (2021) - [j9]Ömer Türk
The convolutional neural network approach from electroencephalogram signals in emotional detection. Concurr. Comput. Pract. Exp. 33(20) (2021) - [j8]Hasan Polat
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): 509-524 (2021) - [c17]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: 1-4 - 2020
- [j7]Hüseyin 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: 197896-197907 (2020) - [j6]Emrullah Acar
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): 2316-2330 (2020) - [c16]Mesut Seker
EEG Coherence as a Neuro-marker for Diagnosis of Schizophrenia. SIU 2020: 1-4
2010 – 2019
- 2019
- [c15]Emrullah Acar
Machine Learning based Regression Model for Prediction of Soil Surface Humidity over Moderately Vegetated Fields. Agro-Geoinformatics 2019: 1-4 - [c14]Abdurrahman Gonenc, Mehmet Siraç Özerdem
Comparison of NDVI and RVI Vegetation Indices Using Satellite Images. Agro-Geoinformatics 2019: 1-4 - 2018
- [c13]Cigdem Polat Dautov, Mehmet Siraç Özerdem:
Wavelet transform and signal denoising using Wavelet method. SIU 2018: 1-4 - [c12]Cigdem Polat Dautov, Mehmet Siraç Özerdem:
Epilepsy detection using a naive signal decomposition method combined with fractal dimension. SIU 2018: 1-4 - [c11]Mesut Seker
Spectrum estimation of odor EEG responses with parametric-nonparametric spectral analysis methods. SIU 2018: 1-4 - [c10]Mesut Seker
Application of Higuchi's Fractal Dimension for the Statistical Analysis of Human EEG Responses to Odors. TSP 2018: 1-4 - 2017
- [j5]Mehmet Siraç Özerdem
Emotion recognition based on EEG features in movie clips with channel selection. Brain Informatics 4(4): 241-252 (2017) - [j4]Mehmet Siraç Özerdem
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): 395 (2017) - [c9]Ömer Türk
Classification of mental task EEG records using Hjorth parameters. SIU 2017: 1-4 - 2016
- [c8]Mesut Seker
Classification of EEG data sets with Hilbert transform. SIU 2016: 1949-1952 - 2015
- [c7]Emrullah Acar
The texture feature extraction of Mardin agricultural field images by HOG algorithms and soil moisture estimation based on the image textures. SIU 2015: 665 - [c6]Ömer Türk, Mehmet Siraç Özerdem:
Determination of changes in frequencies of EEG signal in eyes open / closed duration. SIU 2015: 2617 - [c5]Hasan Polat
Reflection emotions based on different stories onto EEG signal. SIU 2015: 2618 - 2014
- [c4]Emrullah Acar
Classification of agressive action EMG signals by AR based k-NN method. SIU 2014: 248-251 - [c3]Kerim Karadag, Mehmet Siraç Özerdem:
Classification of ECoG patterns related to finger movements with wavelet based SVM methods. SIU 2014: 2174-2177 - 2013
- [j3]Rustu Murat Demirer
Determination of ECoG information flow activity based on Granger causality and Hilbert transformation. Comput. Methods Programs Biomed. 112(3): 481-489 (2013) - [c2]Emrullah Acar
An iris recognition system by laws texture energy measure based k-NN classifier. SIU 2013: 1-4 - 2012
- [c1]Emrullah Acar
Image classification of Kiziltepe cropland by using Gabor Wavelet Transform. SIU 2012: 1-4
2000 – 2009
- 2008
- [j2]Abdullah Toprak, Mehmet Siraç Özerdem
Suppression of impulse noise in MR images using artificial intelligent based neuro-fuzzy adaptive median filter. Digit. Signal Process. 18(3): 391-405 (2008) - 2006
- [j1]Mehmet Siraç Özerdem
Self-organized maps based neural networks for detection of possible earthquake precursory electric field patterns. Adv. Eng. Softw. 37(4): 207-217 (2006) - 2003
- [b1]Mehmet Siraç Özerdem:
Sismik anomalilerin yapay sinir ağları yönetimi ile tanınması ve sınıflandırılması (The recognition and classification of seismic anomalies by ANN method). İstanbul Technical University, Turkey, 2003
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