Mehmet Siraç Özerdem

31 papers Journal 13Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-task building damage assessment via deep semantic segmentation and pre-disaster polygons.
J. Supercomput.
Serhat Alpergin, Hasan Polat, Mehmet Siraç Özerdem
2025 J jnl
Automatic Identification of Adenoid Hypertrophy via Ensemble Deep Learning Models Employing X-ray Adenoid Images.
J. Imaging Inform. Medicine
Sedat Örenç, Emrullah Acar, Mehmet Siraç Özerdem, Sefer Sahin, Abdullah Kaya
2025 J jnl
Investigating convolutional and transformer-based models for classifying Mild Cognitive Impairment using 2D spectral images of resting-state EEG.
Biomed. Signal Process. Control.
Mesut Seker, Mehmet Siraç Özerdem
2021 J jnl
Automatic detection and localization of COVID-19 pneumonia using axial computed tomography images and deep convolutional neural networks.
Int. J. Imaging Syst. Technol.
Hasan Polat, Mehmet Siraç Özerdem, Faysal Ekici, Veysi Akpolat
2021 J jnl
Complexity of EEG Dynamics for Early Diagnosis of Alzheimer's Disease Using Permutation Entropy Neuromarker.
Comput. Methods Programs Biomed.
Mesut Seker, Yagmur Özbek, Görsev Yener, Mehmet Siraç Özerdem
2021 — conf
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
Cigdem Polat Dautov, Mehmet Siraç Özerdem, Ruslan Dautov
2021 J jnl
The convolutional neural network approach from electroencephalogram signals in emotional detection.
Concurr. Comput. Pract. Exp.
Ömer Türk, Mehmet Siraç Özerdem
2020 — conf
EEG Coherence as a Neuro-marker for Diagnosis of Schizophrenia.
SIU
Mesut Seker, Mehmet Siraç Özerdem
2020 J jnl
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.
Emrullah Acar, Mehmet Siraç Özerdem
2020 J jnl
Soil Moisture Inversion Via Semiempirical and Machine Learning Methods With Full-Polarization Radarsat-2 and Polarimetric Target Decomposition Data: A Comparative Study.
IEEE Access
Hüseyin Acar, Mehmet Siraç Özerdem, Emrullah Acar
2019 — conf
Comparison of NDVI and RVI Vegetation Indices Using Satellite Images.
Agro-Geoinformatics
Abdurrahman Gonenc, Mehmet Siraç Özerdem, Emrullah Acar
2019 — conf
Machine Learning based Regression Model for Prediction of Soil Surface Humidity over Moderately Vegetated Fields.
Agro-Geoinformatics
Emrullah Acar, Mehmet Siraç Özerdem, Burak Berk Üstündag
2018 — conf
Application of Higuchi's Fractal Dimension for the Statistical Analysis of Human EEG Responses to Odors.
TSP
Mesut Seker, Mehmet Siraç Özerdem
2018 — conf
Epilepsy detection using a naive signal decomposition method combined with fractal dimension.
SIU
Cigdem Polat Dautov, Mehmet Siraç Özerdem
2018 — conf
Spectrum estimation of odor EEG responses with parametric-nonparametric spectral analysis methods.
SIU
Mesut Seker, Mehmet Akin, Mehmet Siraç Özerdem
2018 — conf
Wavelet transform and signal denoising using Wavelet method.
SIU
Cigdem Polat Dautov, Mehmet Siraç Özerdem
2017 — conf
Classification of mental task EEG records using Hjorth parameters.
SIU
Ömer Türk, Mesut Seker, Veysi Akpolat, Mehmet Siraç Özerdem
2017 J jnl
Emotion recognition based on EEG features in movie clips with channel selection.
Brain Informatics
Mehmet Siraç Özerdem, Hasan Polat
2017 J jnl
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.
Mehmet Siraç Özerdem, Emrullah Acar, Remzi Ekinci
2016 — conf
Classification of EEG data sets with Hilbert transform.
SIU
Mesut Seker, Mehmet Siraç Özerdem
2015 — conf
Determination of changes in frequencies of EEG signal in eyes open / closed duration.
SIU
Ömer Türk, Mehmet Siraç Özerdem
2015 — conf
Reflection emotions based on different stories onto EEG signal.
SIU
Hasan Polat, Mehmet Siraç Özerdem
2015 — conf
The texture feature extraction of Mardin agricultural field images by HOG algorithms and soil moisture estimation based on the image textures.
SIU
Emrullah Acar, Mehmet Siraç Özerdem
2014 — conf
Classification of ECoG patterns related to finger movements with wavelet based SVM methods.
SIU
Kerim Karadag, Mehmet Siraç Özerdem
2014 — conf
Classification of agressive action EMG signals by AR based k-NN method.
SIU
Emrullah Acar, Mehmet Siraç Özerdem
2013 — conf
An iris recognition system by laws texture energy measure based k-NN classifier.
SIU
Emrullah Acar, Mehmet Siraç Özerdem
2013 J jnl
Determination of ECoG information flow activity based on Granger causality and Hilbert transformation.
Comput. Methods Programs Biomed.
Rustu Murat Demirer, Mehmet Siraç Özerdem, Coskun Bayrak, Engin Mendi
2012 — conf
Image classification of Kiziltepe cropland by using Gabor Wavelet Transform.
SIU
Emrullah Acar, Mehmet Siraç Özerdem
2008 J jnl
Suppression of impulse noise in MR images using artificial intelligent based neuro-fuzzy adaptive median filter.
Digit. Signal Process.
Abdullah Toprak, Mehmet Siraç Özerdem, Inan Güler
2006 J jnl
Self-organized maps based neural networks for detection of possible earthquake precursory electric field patterns.
Adv. Eng. Softw.
Mehmet Siraç Özerdem, Berk Üstündag, Rustu Murat Demirer
2003 — —
Sismik anomalilerin yapay sinir ağları yönetimi ile tanınması ve sınıflandırılması (The recognition and classification of seismic anomalies by ANN method)
Mehmet Siraç Özerdem