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Ekin Ekinci Assoc. Prof. SAKARYA UYGULAMALI BİLİMLER ÜNİVERSİTESİ
Publication 15 Review 82 CrossRef Cited 36 TR Dizin Cited 16
15 Publication
82 Review
36 CrossRef Cited
16 TR Dizin Cited
0000-0003-0658-592X

Research Fields

Natural Language Processing Information and Computing Sciences Machine Learning Data Mining and Knowledge Discovery Artificial Intelligence

Institution

SAKARYA UYGULAMALI BİLİMLER ÜNİVERSİTESİ

Popular Publications

Offensive Language Detection from Turkish Tweets with Deep and Shallow Machine Learning Methods
Authors: Pelin Canbay , Ekin Ekinci
Published: 2023 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: 10.54525/tbbmd.1169009
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 1615

0

2

1615

Publications

Automated Skin Lesion Segmentation in Medical Images Using U-Net Architectures
Authors: Muhammad Owais Raza , Zeynep Garip , Ekin Ekinci
Published: 2026 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1671052
FAVORITE 0 TOTAL DOWNLOAD COUNT 710

0

710

Ensemble Deep Learning with Majority Voting for Parkinson’s Diagnosis via Facial Images
Authors: Ayşegül Toptaş , Havvanur Bozkurt , Ekin Ekinci , Yeşim Güzey Aras , Zeynep Garip
Published: 2025 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1640375
FAVORITE 0 TOTAL DOWNLOAD COUNT 968

0

968

A NEW O-NET MODEL FOR AUTOMATED BRAIN TUMOR SEGMENTATION ON MAGNETIC RESONANCE IMAGES
Authors: Süleyman Uzun , Ekin Ekinci , Şevket Ay
Published: 2025 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1674766
FAVORITE 0 TOTAL DOWNLOAD COUNT 596

0

596

Bovine Tuberculosis Detection in Meat Products Based on Deep Learning Models
Authors: Mustafa Burkay Özdemir , Ekin Ekinci , Zeynep Garip , Furkan Göz
Published: 2025 , Electronic Letters on Science and Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 555

0

555

Using 3D U-Net for Brain Tumour Segmentation from Magnetic Resonance Images
Authors: Muhammed Uhudhan Ateş , Recep Tahir Günlü , Ekin Ekinci , Zeynep Garip
Published: 2024 , Academic Platform Journal of Engineering and Smart Systems
DOI: 10.21541/apjess.1508913
FAVORITE 0 TOTAL DOWNLOAD COUNT 2703

0

2703

Electromyography based hand movement classification and feature extraction using machine learning algorithms
Authors: Ekin Ekinci , Zeynep Garip , Kasım Serbest
Published: 2023 , Journal of Polytechnic
DOI: 10.2339/politeknik.1348121
FAVORITE 0 TOTAL DOWNLOAD COUNT 2697

0

2697

Offensive Language Detection from Turkish Tweets with Deep and Shallow Machine Learning Methods
Authors: Pelin Canbay , Ekin Ekinci
Published: 2023 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: 10.54525/tbbmd.1169009
FAVORITE 2 TOTAL DOWNLOAD COUNT 1615

2

1615

Comparison of Machine Learning and Deep Learning Methods for Modeling Ozone Concentrations
Authors: Şevket Ay , Ekin Ekinci
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1054331
FAVORITE 0 TOTAL DOWNLOAD COUNT 1325

0

1325

Poet Classification Using ANN and DNN
Authors: Ekin Ekinci , Hidayet Takcı , Sultan Alagöz
Published: 2022 , Electronic Letters on Science and Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 896

0

896

Classification of Imbalanced Offensive Dataset – Sentence Generation for Minority Class with LSTM
Authors: Ekin Ekinci
Published: 2022 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1070822
FAVORITE 0 TOTAL DOWNLOAD COUNT 1704

0

1704

Automatic Detection of the Topics in Customer Complaints with Artificial Intelligence
Authors: Sevinç İlhan Omurca , Ekin Ekinci , Enes Yakupoğlu , Emirhan Arslan , Berkay Çapar
Published: 2021 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.832274
FAVORITE 0 TOTAL DOWNLOAD COUNT 2634

0

2634

Latent Dirichlet Allocation for Medical Dataset
Authors: Ekin Ekinci , Sevinç İlhan Omurca , Elif Kırık, Şeymanur Taşçı
Published: 2020 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2020226408
FAVORITE 0 TOTAL DOWNLOAD COUNT 1993

0

1993

Ürün Özelliklerinin Konu Modelleme Yöntemi ile Çıkartılması
Authors: Ekin Ekinci , Sevinç İlhan Omurca
Published: 2017 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 4920

0

4920

An Efficient Document Categorization Approach for Turkish Based Texts
Authors: Sevinç İlhan Omurca , Semih Baş, Ekin Ekinci
Published: 2015 , International Journal of Intelligent Systems and Applications in Engineering
DOI: 10.18201/ijisae.94177
FAVORITE 0 TOTAL DOWNLOAD COUNT 796

0

796

Understanding and Solving Turkish Arithmetic Problems via XML Keywords
Authors: Süleyman Eken, Ekin Ekinci , Ahmet Sayar
Published: 2014 , Duzce University Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2117

0

2117

Articles published in
Academic Platform Journal of Engineering and Smart Systems
Academic Platform Journal of Engineering and Smart Systems
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Electronic Letters on Science and Engineering
Electronic Letters on Science and Engineering
International Journal of Intelligent Systems and Applications in Engineering
International Journal of Intelligent Systems and Applications in Engineering
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of Polytechnic
Journal of Polytechnic
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorship
Electronic Letters on Science and Engineering
Electronic Letters on Science and Engineering
Section Editor
Kocaeli Journal of Science and Engineering
Kocaeli Journal of Science and Engineering
Section Editor
Editorial Board Memberships
Electronic Letters on Science and Engineering
Electronic Letters on Science and Engineering
Journal of Emerging Computer Technologies
Journal of Emerging Computer Technologies

Reviews

Academic Platform Journal of Engineering and Smart Systems
Academic Platform Journal of Engineering and Smart Systems
Advances in Artificial Intelligence Research
Advances in Artificial Intelligence Research
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Akademic Social Studies
Akademic Social Studies
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Electronic Letters on Science and Engineering
Electronic Letters on Science and Engineering
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
International Journal of Computational and Experimental Science and Engineering
International Journal of Computational and Experimental Science and Engineering
Journal of Advanced Research in Natural and Applied Sciences
Journal of Advanced Research in Natural and Applied Sciences
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Emerging Computer Technologies
Journal of Emerging Computer Technologies
Journal of Information Technologies
Journal of Information Technologies
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of Metaverse
Journal of Metaverse
Journal of Polytechnic
Journal of Polytechnic
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kocaeli Journal of Science and Engineering
Kocaeli Journal of Science and Engineering
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Turkish Journal of Earthquake Research
Turkish Journal of Earthquake Research
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Turkish Librarianship
Turkish Librarianship
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi

Publications

Ensemble Deep Learning with Majority Voting for Parkinson’s Diagnosis via Facial Images
Authors: Ayşegül Toptaş , Havvanur Bozkurt , Ekin Ekinci , Yeşim Güzey Aras , Zeynep Garip
Published: 2025 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1640375
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 968

1

0

968

Using 3D U-Net for Brain Tumour Segmentation from Magnetic Resonance Images
Authors: Muhammed Uhudhan Ateş , Recep Tahir Günlü , Ekin Ekinci , Zeynep Garip
Published: 2024 , Academic Platform Journal of Engineering and Smart Systems
DOI: 10.21541/apjess.1508913
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2703

2

0

2703

Electromyography based hand movement classification and feature extraction using machine learning algorithms
Authors: Ekin Ekinci , Zeynep Garip , Kasım Serbest
Published: 2023 , Journal of Polytechnic
DOI: 10.2339/politeknik.1348121
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 2697

10

0

2697

Comparison of Machine Learning and Deep Learning Methods for Modeling Ozone Concentrations
Authors: Şevket Ay , Ekin Ekinci
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1054331
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1325

4

0

1325

Classification of Imbalanced Offensive Dataset – Sentence Generation for Minority Class with LSTM
Authors: Ekin Ekinci
Published: 2022 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1070822
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1704

3

0

1704

Automatic Detection of the Topics in Customer Complaints with Artificial Intelligence
Authors: Sevinç İlhan Omurca , Ekin Ekinci , Enes Yakupoğlu , Emirhan Arslan , Berkay Çapar
Published: 2021 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.832274
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 2634

6

0

2634

Latent Dirichlet Allocation for Medical Dataset
Authors: Ekin Ekinci , Sevinç İlhan Omurca , Elif Kırık, Şeymanur Taşçı
Published: 2020 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2020226408
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 1993

9

0

1993

An Efficient Document Categorization Approach for Turkish Based Texts
Authors: Sevinç İlhan Omurca , Semih Baş, Ekin Ekinci
Published: 2015 , International Journal of Intelligent Systems and Applications in Engineering
DOI: 10.18201/ijisae.94177
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 796

1

0

796

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