Ezgi Ozer

@pirireis.edu.tr

Piri Reis University

RESEARCH, TEACHING, or OTHER INTERESTS

Multidisciplinary, Neuroscience, Theoretical Computer Science, Artificial Intelligence
51

Scholar Citations

4

Scholar h-index

1

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Evaluating Different Hybrid Learning Algorithms using Grid Search Algorithm for Epileptic Seizure Zone Detection
    E Özer, F Kınataş, Ahmet, E Yiğit, H Demir, B Alper
    Duzce University Journal of Science and Technology , 2026
    2026
    Citations: 1
  • A Novel Brain Tumor Detection Approach: Integrating Deep Learning and Support Vector Machines
    E Ozer
    Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi 28 … , 2026
    2026
  • A hybrid fuzzy-entropy directed network approach for assessing human factor in shipboard energy consumption
    E Ozer, AC Kuzu
    Australian Journal of Maritime & Ocean Affairs, 1-22 , 2025
    2025
  • Brain Tumor Detection using Deep CNNs and Ensemble Algorithms over MRI Images
    E Özer
    Computer Science 9 (2) , 2024
    2024
    Citations: 5
  • Detection of Brain Tumor using Boosting Algorithms based on Feature Selection
    E Özer
    Researcher 4 (2) , 2024
    2024
    Citations: 4
  • Data Science in the Field of Health
    H Kulan, E Özer
    Decision Making in Healthcare Systems, 19-28 , 2024
    2024
    Citations: 1
  • Preictal phase detection on EEG signals using hybridized machine learning classifiers with a novel feature selection procedure based GAs and ICOMP
    O Kocadagli, E Ozer, AG Batista
    Expert Systems with Applications 212, 118825 , 2023
    2023
    Citations: 22
  • Early Diagnosis of Epileptic Seizures over EEG Signals using Deep Learning Approach
    E Ozer
    Institute of Science and Technology , 2023
    2023
    Citations: 3
  • Important factors affecting the transmission rate of COVID-19 in G20 and EU
    O KOCADAĞLI, AM KÖSE, NG INAN, Ö Ezgi, AY KOCADAĞLI, E Bostanci
    Sigma Journal of Engineering and Natural Sciences 40 (1), 208-218 , 2022
    2022
    Citations: 5
  • Time-Frequency Analysis of the EEG Signals: Visual Identification of Epileptic Patterns
    E Ozer, O Kocadagli, AG Batista
    y-BIS 2019: Recent Advances in Data Science and Business AnalyticsAt: Mimar … , 2019
    2019
    Citations: 3
  • Classification of EEG Signals for Epileptic Seizures Using Linear and Non-linear Classifiers Based Wavelet Transforms and Information Criteria
    E Ozer, O Kocadagli
    Turkiye Klinikleri J Biostat , 2019
    2019
    Citations: 5
  • Classification of EEG Signals for Detection of Epileptic Seizures using Artificial Neural Networks based on Wavelet Transforms and PCA
    E Özer, O Kocadagli
    3 rd INTERNATIONAL RESEARCHERS, STATISTICIANS AND YOUNG STATISTICIANS … , 2017
    2017
  • CLASSIFICATION OF EEG SIGNALS FOR DETECTION OF EPILEPTIC SEIZURES USING MULTIVARIATE LOGISTIC REGRESSION BASED ON WAVELET TRANSFORMS AND PCA
    E ÖZER, O KOCADAĞLI
    USING OF THE SOME BOUNDED INFLUENCE ESTIMATORS IN A SURVEY STUDY 2 … , 2017
    2017
  • Epilepsi Hastalığının dalgacık dönüşümleri ve yapay sinir ağları ile tanılanması
    E Özer
    Fen Bilimleri Enstitüsü , 2015
    2015
    Citations: 2

MOST CITED SCHOLAR PUBLICATIONS

  • Preictal phase detection on EEG signals using hybridized machine learning classifiers with a novel feature selection procedure based GAs and ICOMP
    O Kocadagli, E Ozer, AG Batista
    Expert Systems with Applications 212, 118825 , 2023
    2023
    Citations: 22
  • Brain Tumor Detection using Deep CNNs and Ensemble Algorithms over MRI Images
    E Özer
    Computer Science 9 (2) , 2024
    2024
    Citations: 5
  • Important factors affecting the transmission rate of COVID-19 in G20 and EU
    O KOCADAĞLI, AM KÖSE, NG INAN, Ö Ezgi, AY KOCADAĞLI, E Bostanci
    Sigma Journal of Engineering and Natural Sciences 40 (1), 208-218 , 2022
    2022
    Citations: 5
  • Classification of EEG Signals for Epileptic Seizures Using Linear and Non-linear Classifiers Based Wavelet Transforms and Information Criteria
    E Ozer, O Kocadagli
    Turkiye Klinikleri J Biostat , 2019
    2019
    Citations: 5
  • Detection of Brain Tumor using Boosting Algorithms based on Feature Selection
    E Özer
    Researcher 4 (2) , 2024
    2024
    Citations: 4
  • Early Diagnosis of Epileptic Seizures over EEG Signals using Deep Learning Approach
    E Ozer
    Institute of Science and Technology , 2023
    2023
    Citations: 3
  • Time-Frequency Analysis of the EEG Signals: Visual Identification of Epileptic Patterns
    E Ozer, O Kocadagli, AG Batista
    y-BIS 2019: Recent Advances in Data Science and Business AnalyticsAt: Mimar … , 2019
    2019
    Citations: 3
  • Epilepsi Hastalığının dalgacık dönüşümleri ve yapay sinir ağları ile tanılanması
    E Özer
    Fen Bilimleri Enstitüsü , 2015
    2015
    Citations: 2
  • Evaluating Different Hybrid Learning Algorithms using Grid Search Algorithm for Epileptic Seizure Zone Detection
    E Özer, F Kınataş, Ahmet, E Yiğit, H Demir, B Alper
    Duzce University Journal of Science and Technology , 2026
    2026
    Citations: 1
  • Data Science in the Field of Health
    H Kulan, E Özer
    Decision Making in Healthcare Systems, 19-28 , 2024
    2024
    Citations: 1
  • A Novel Brain Tumor Detection Approach: Integrating Deep Learning and Support Vector Machines
    E Ozer
    Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi 28 … , 2026
    2026
  • A hybrid fuzzy-entropy directed network approach for assessing human factor in shipboard energy consumption
    E Ozer, AC Kuzu
    Australian Journal of Maritime & Ocean Affairs, 1-22 , 2025
    2025
  • Classification of EEG Signals for Detection of Epileptic Seizures using Artificial Neural Networks based on Wavelet Transforms and PCA
    E Özer, O Kocadagli
    3 rd INTERNATIONAL RESEARCHERS, STATISTICIANS AND YOUNG STATISTICIANS … , 2017
    2017
  • CLASSIFICATION OF EEG SIGNALS FOR DETECTION OF EPILEPTIC SEIZURES USING MULTIVARIATE LOGISTIC REGRESSION BASED ON WAVELET TRANSFORMS AND PCA
    E ÖZER, O KOCADAĞLI
    USING OF THE SOME BOUNDED INFLUENCE ESTIMATORS IN A SURVEY STUDY 2 … , 2017
    2017