Ebru Sayılgan

Ebru Sayılgan

Izmir Ekonomi Üniversitesi

H-index: 10

Asia-Turkey

About Ebru Sayılgan

Ebru Sayılgan, With an exceptional h-index of 10 and a recent h-index of 9 (since 2020), a distinguished researcher at Izmir Ekonomi Üniversitesi, specializes in the field of Biomedical signal and image processing, Pattern recognition, Machine learning, Artificial intelligence, Medical device design.

His recent articles reflect a diverse array of research interests and contributions to the field:

Decoding of Palmar Grasp and Hand Open Tasks from Low-Frequency EEG from People with Spinal Cord Injury using Machine Learning Algorithms

Binary Classification of Spinal Cord Injury Patients’ EEG Data Based on the Local Linear Embedding and Spectral Embedding Methods

Principal component analysis and manifold learning techniques for the design of brain-computer interfaces based on steady-state visually evoked potentials

A new sample reduction method for decreasing the running time of the k-nearest neighbors algorithm to diagnose patients with congestive heart failure: backward iterative …

Investigating the effect of flickering frequency pair and mother wavelet selection in Steady-State Visually-Evoked Potentials on two-command brain-computer interfaces

Preliminary Design and Finite Element Analysis of A Low-Cost Wrist Rehabilitation Robot

Effective SSVEP Frequency Pair Selection over the GoogLeNet Deep Convolutional Neural Network

Brain-Computer Interface

Ebru Sayılgan Information

University

Position

___

Citations(all)

214

Citations(since 2020)

201

Cited By

41

hIndex(all)

10

hIndex(since 2020)

9

i10Index(all)

10

i10Index(since 2020)

9

Email

University Profile Page

Izmir Ekonomi Üniversitesi

Google Scholar

View Google Scholar Profile

Ebru Sayılgan Skills & Research Interests

Biomedical signal and image processing

Pattern recognition

Machine learning

Artificial intelligence

Medical device design

Top articles of Ebru Sayılgan

Title

Journal

Author(s)

Publication Date

Decoding of Palmar Grasp and Hand Open Tasks from Low-Frequency EEG from People with Spinal Cord Injury using Machine Learning Algorithms

Meryem Beyza Avci

Hezzal Kucukselbes

Ebru Sayilgan

2023/11/10

Binary Classification of Spinal Cord Injury Patients’ EEG Data Based on the Local Linear Embedding and Spectral Embedding Methods

Hezzal Kucukselbes

Ebru Sayilgan

2023/11/10

Principal component analysis and manifold learning techniques for the design of brain-computer interfaces based on steady-state visually evoked potentials

Journal of Computational Science

Bartu Yesilkaya

Ebru Sayilgan

Yilmaz Kemal Yuce

Matjaž Perc

Yalcin Isler

2023/4/1

A new sample reduction method for decreasing the running time of the k-nearest neighbors algorithm to diagnose patients with congestive heart failure: backward iterative …

Sādhanā

Yalcin Isler

Ugur Ozturk

Ebru Sayilgan

2023/3/25

Investigating the effect of flickering frequency pair and mother wavelet selection in Steady-State Visually-Evoked Potentials on two-command brain-computer interfaces

Irbm

E Sayilgan

YK Yuce

Y Isler

2022/12/1

Preliminary Design and Finite Element Analysis of A Low-Cost Wrist Rehabilitation Robot

Eyyup Berkant Akin

Begum Kucuk

Nurefsan Kuzey

Sevval Duygu Baran

Ebru Sayilgan

2022/11/29

Effective SSVEP Frequency Pair Selection over the GoogLeNet Deep Convolutional Neural Network

Meryem Beyza Avci

Ebru Sayilgan

2022/11/29

Brain-Computer Interface

Howard LEUNG

Masuma Akter

Tom Chau

2016/3/2

Evaluation of wavelet features selected via statistical evidence from steady-state visuallyevoked potentials to predict the stimulating frequency

Ebru Sayilgan

Yılmaz Kemal Yüce

Yalçın İşler

2021

Artificial Intelligence towards Industry 4.0 (ICAII4’2020)

Yalçın İŞLER

Yakup KUTLU

2021/1/2

Evaluation of Wigner-Ville Distribution Features to Estimate Steady-State Visual Evoked Potentials' Stimulation Frequency

Journal of Intelligent Systems with Applications

Murside Degirmenci

Ebru Sayilgan

Yalcin Isler

2021/12

Evaluation of mother wavelets on steady-state visually-evoked potentials fortriple-command brain-computer interfaces

Turkish Journal of Electrical Engineering and Computer Sciences

Ebru Sayilgan

Yilmaz Kemal Yüce

YALÇIN İŞLER

2021

Frequency Recognition from Temporal and Frequency Depth of the Brain-Computer Interface based on Steady-State Visual Evoked Potentials

Journal of Intelligent Systems with Applications

Ebru Sayilgan

Yilmaz Kemal Yuce

Yalcin Isler

2021/5

Evaluating Steady-State Visually Evoked Potentials-Based Brain-Computer Interface System Using Wavelet Features and Various Machine Learning Methods

Ebru Sayilgan

Yilmaz Kemal Yuce

Yalcin Isler

2021/6/15

Durağan Durum Görsel Uyaran Potansiyellerinden Fourier Dönüşümü ile Üç Farklı Frekansın Kestirimi - Estimation of Three Distinct Frequencies Using Fourier Transform of Steady …

Düzce Üniversitesi Bilim ve Teknoloji Dergisi

Ebru SAYILGAN

YÜCE Yilmaz

Yalçın İŞLER

2020/10/10

Determining Seven Different Brain-Computer Interface Commands Using Fourier Transform And Machine Learning Methods From SSVEP

Ebru Sayılgan

Yılmaz Kemal Yüce

Yalçın İşler

2020/6

Determining Gaze Information from Steady-State Visually-Evoked Potentials

Karaelmas Fen ve Mühendislik Dergisi

Ebru Sayilgan

2020/12/12

Uyartım frekansının kestiriminde istatistiksel anlamlılığa dayalı olarak seçilen durağan durum görsel uyarılmış potansiyellere ait dalgacık özniteliklerinin değerlendirilmesi

Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi

Ebru SAYILGAN

YÜCE Yilmaz

Yalçın İşler

2020

See List of Professors in Ebru Sayılgan University(Izmir Ekonomi Üniversitesi)

Co-Authors

H-index: 18
Yalcin Isler

Yalcin Isler

Izmir Kâtip Çelebi Üniversitesi

H-index: 7
Nurhan GURSEL OZMEN

Nurhan GURSEL OZMEN

Karadeniz Teknik Üniversitesi

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