Sismik anomalilerin yapay sinir ağları yönetimi ile tanınması ve sınıflandırılması (The recognition and classification of seismic anomalies by ANN method) - Mehmet Siraç Özerdem (2003)

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)

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)

Image classification of Kiziltepe cropland by using Gabor Wavelet Transform. - Emrullah Acar; Mehmet Siraç Özerdem (SIU, 2012)

An iris recognition system by laws texture energy measure based k-NN classifier. - Emrullah Acar; Mehmet Siraç Özerdem (SIU, 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)

Classification of agressive action EMG signals by AR based k-NN method. - Emrullah Acar; Mehmet Siraç Özerdem (SIU, 2014)

Classification of ECoG patterns related to finger movements with wavelet based SVM methods. - Kerim Karadag; Mehmet Siraç Özerdem (SIU, 2014)

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 (SIU, 2015)

Reflection emotions based on different stories onto EEG signal. - Hasan Polat; Mehmet Siraç Özerdem (SIU, 2015)

Determination of changes in frequencies of EEG signal in eyes open / closed duration. - Ömer Türk; Mehmet Siraç Özerdem (SIU, 2015)

Classification of EEG data sets with Hilbert transform. - Mesut Seker; Mehmet Siraç Özerdem (SIU, 2016)

Classification of mental task EEG records using Hjorth parameters. - Ömer Türk; Mesut Seker; Veysi Akpolat; Mehmet Siraç Özerdem (SIU, 2017)

Emotion recognition based on EEG features in movie clips with channel selection. - Mehmet Siraç Özerdem; Hasan Polat (Brain Informatics, 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)

Wavelet transform and signal denoising using Wavelet method. - Cigdem Polat Dautov; Mehmet Siraç Özerdem (SIU, 2018)

Epilepsy detection using a naive signal decomposition method combined with fractal dimension. - Cigdem Polat Dautov; Mehmet Siraç Özerdem (SIU, 2018)

Spectrum estimation of odor EEG responses with parametric-nonparametric spectral analysis methods. - Mesut Seker; Mehmet Akin; Mehmet Siraç Özerdem (SIU, 2018)

Application of Higuchi's Fractal Dimension for the Statistical Analysis of Human EEG Responses to Odors. - Mesut Seker; Mehmet Siraç Özerdem (TSP, 2018)

Machine Learning based Regression Model for Prediction of Soil Surface Humidity over Moderately Vegetated Fields. - Emrullah Acar; Mehmet Siraç Özerdem; Burak Berk Üstündag (Agro-Geoinformatics, 2019)

Comparison of NDVI and RVI Vegetation Indices Using Satellite Images. - Abdurrahman Gonenc; Mehmet Siraç Özerdem; Emrullah Acar (Agro-Geoinformatics, 2019)

EEG Coherence as a Neuro-marker for Diagnosis of Schizophrenia. - Mesut Seker; Mehmet Siraç Özerdem (SIU, 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)

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)

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 (SIU, 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)

The convolutional neural network approach from electroencephalogram signals in emotional detection. - Ömer Türk; Mehmet Siraç Özerdem (Concurr. Comput. Pract. Exp., 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)

Investigating convolutional and transformer-based models for classifying Mild Cognitive Impairment using 2D spectral images of resting-state EEG. - Mesut Seker; Mehmet Siraç Özerdem (Biomed. Signal Process. Control., 2025)