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Pakize Erdoğmuş Prof. Dr. düzce üniversitesi
Publication 20 Review 51 CrossRef Cited 49 TR Dizin Cited 7
20 Publication
51 Review
49 CrossRef Cited
7 TR Dizin Cited
0000-0003-2172-5767

Research Fields

Image Processing Artificial Intelligence Machine Learning Signal Processing

Institution

düzce üniversitesi

Popular Publications

FPGA-based Dual Core TRNG Design Using Ring and Runge-Kutta-Butcher based on Chaotic Oscillator
Authors: Murat Alçın , Murat Tuna , Pakize Erdoğmuş , İsmail Koyuncu
Published: 2021 , Chaos Theory and Applications
DOI: 10.51537/chaos.783548
CITED 10 FAVORITE 2 TOTAL DOWNLOAD COUNT 1454

10

2

1454

Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems
Authors: Pakize Erdoğmuş
Published: 2018 , Sakarya University Journal of Computer and Information Sciences
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 3143

0

1

3143

Publications

The Effect of Si-CL Loss Function and Different Optimization Algorithms in Improving CNN Performance
Authors: Yasin Özkan , Pakize Erdoğmuş
Published: 2026 , Gazi University Journal of Science Part A: Engineering and Innovation
DOI: 10.54287/gujsa.1840916
FAVORITE 0 TOTAL DOWNLOAD COUNT 371

0

371

Detection of Alzheimer’s Disease Using Handwriting Kinematics and Shap-Based Feature Selection: A Comparative Analysis on Darwin Dataset
Authors: Dilara Öztürk, Pakize Erdoğmuş
Published: 2026 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1865194
FAVORITE 0 TOTAL DOWNLOAD COUNT 683

0

683

Early diagnosis of Alzheimer’s Disease using hybrid CNN-Transformer models with Grad-CAM interpretability
Authors: Pakize Erdoğmuş , Abdullah Talha Kabakuş
Published: 2025 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.1714884
FAVORITE 0 TOTAL DOWNLOAD COUNT 4140

0

4140

EMPOWERING SELF-DETECTION: A GRAPHICAL USER INTERFACE POWERED BY MACHINE LEARNING FOR EARLY DIAGNOSIS OF ALZHEIMER'S DISEASE
Authors: Abdullah Talha Kabakuş , Pakize Erdoğmuş
Published: 2024 , İstanbul Commerce University Journal of Science
DOI: 10.55071/ticaretfbd.1416508
FAVORITE 0 TOTAL DOWNLOAD COUNT 1061

0

1061

A Novel Gender Classification Model based on Convolutional Neural Network through Handwritten Text and Numeral
Authors: Pakize Erdoğmuş , Abdullah Talha Kabakuş , Enver Küçükkülahlı , Büşra Takgil , Ezgi Kara Timuçin
Published: 2023 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1337649
FAVORITE 0 TOTAL DOWNLOAD COUNT 1683

0

1683

FPGA-based Dual Core TRNG Design Using Ring and Runge-Kutta-Butcher based on Chaotic Oscillator
Authors: Murat Alçın , Murat Tuna , Pakize Erdoğmuş , İsmail Koyuncu
Published: 2021 , Chaos Theory and Applications
DOI: 10.51537/chaos.783548
FAVORITE 2 TOTAL DOWNLOAD COUNT 1454

2

1454

Generative Networks and Royalty-Free Products
Authors: Yasin Özkan , Pakize Erdoğmuş
Published: 2020 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.03.03.724645
FAVORITE 0 TOTAL DOWNLOAD COUNT 2122

0

2122

A Hybrid Multi-Objective Wind Driven Optimization Algorithm
Authors: Fetiye Sultan Özpehlivan Ay , Pakize Erdoğmuş
Published: 2020 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.765012
FAVORITE 0 TOTAL DOWNLOAD COUNT 1373

0

1373

Deep Learning Performance on Medical Image, Data and Signals
Authors: Pakize Erdoğmuş
Published: 2019 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.02.01.541366
FAVORITE 0 TOTAL DOWNLOAD COUNT 3962

0

3962

A New Genre Classification with the Colors of Music
Authors: Zehra Durdağ , Pakize Erdoğmuş
Published: 2019 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.02.01.544616
FAVORITE 0 TOTAL DOWNLOAD COUNT 3560

0

3560

A New Solution Approach for Non-Linear Equation Systems with Grey Wolf Optimizer
Authors: Pakize Erdoğmuş
Published: 2018 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.01.03.475565
FAVORITE 0 TOTAL DOWNLOAD COUNT 3076

0

3076

Image Denoising with Modified Grey Wolf Optimizer
Authors: Hüseyin Avni Ardaç , Pakize Erdoğmuş
Published: 2018 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.435783
FAVORITE 0 TOTAL DOWNLOAD COUNT 1856

0

1856

Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems
Authors: Pakize Erdoğmuş
Published: 2018 , Sakarya University Journal of Computer and Information Sciences
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 3143

1

3143

Classification of Bee Species Using Support Vector Machines, YSA, K-Means and KNN
Authors: Hasan Demir , Pakize Erdoğmuş , Meral Kekeçoğlu
Published: 2018 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.328596
FAVORITE 0 TOTAL DOWNLOAD COUNT 5040

0

5040

K-Means Algoritması İle Otomatik Kümeleme
Authors: Pakize Erdoğmuş , Buket Çolak, Zehra Durdağ
Published: 2016 , El-Cezeri
DOI: 10.31202/ecjse.264195
FAVORITE 0 TOTAL DOWNLOAD COUNT 3874

0

3874

PARÇACIK SÜRÜ OPTİMİZASYONU İLE DOĞRUSAL OLMAYAN DENKLEM KÖKLERİNİN BULUNMASI VE GENETİK ALGORİTMA İLE MUKAYESESİ
Authors: Pakize Erdoğmuş
Published: 2016 , İleri Teknoloji Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2408

0

2408

Nature Inspired Optimization Algorithms and Optimization of the Optimization Algorithms
Authors: Pakize Erdoğmuş
Published: 2016 , Duzce University Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 8141

0

8141

BIOGAS POTENTIAL OF DÜZCE WHICH CAN BE PRODUCED BY ANIMAL WASTE AND DETERMINATION OF OPTIMUM PLANT LOCATION WITH K-MEANS CLUSTERING
Authors: Fuat Yürük , Pakize Erdoğmuş
Published: 2015 , İleri Teknoloji Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3034

0

3034

THE SOLUTIONS OF UNCONSTRAINED OPTIMIZATION BENCHMARK PROBLEMS WITH PARTICLE SWARM OPTIMIZATION
Authors: Pakize Erdoğmuş , E Yalcin
Published: 2015 , İleri Teknoloji Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 5498

0

5498

Determination Of Economic Active Power Dispatch With Use Genetic Algoritm In The Electric Power Distribution Systems
Authors: Ali Öztürk , Salih Tosun , Pakize Erdoğmuş , Uğur Hasırcı
Published: 2009 , Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2147

0

2147

Articles published in
Chaos Theory and Applications
Chaos Theory and Applications
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
El-Cezeri
El-Cezeri
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part A: Engineering and Innovation
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
İleri Teknoloji Bilimleri Dergisi
İleri Teknoloji Bilimleri Dergisi
İstanbul Commerce University Journal of Science
İstanbul Commerce University Journal of Science
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Editorship
İleri Teknoloji Bilimleri Dergisi
İleri Teknoloji Bilimleri Dergisi
Section Editor
Editorial Board Memberships
İleri Teknoloji Bilimleri Dergisi
İleri Teknoloji Bilimleri Dergisi

Reviews

Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bursa Uludağ Üniversitesi Ziraat Fakültesi Dergisi
Bursa Uludağ Üniversitesi Ziraat Fakültesi Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Gazi University Journal of Science
Gazi University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
International Journal of Engineering Approaches
International Journal of Engineering Approaches
Journal of Polytechnic
Journal of Polytechnic
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Kocaeli Üniversitesi Fen Bilimleri Dergisi
Kocaeli Üniversitesi Fen Bilimleri Dergisi
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Science
Sakarya University Journal of Science

Publications

Early diagnosis of Alzheimer’s Disease using hybrid CNN-Transformer models with Grad-CAM interpretability
Authors: Pakize Erdoğmuş , Abdullah Talha Kabakuş
Published: 2025 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.1714884
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 4140

4

0

4140

EMPOWERING SELF-DETECTION: A GRAPHICAL USER INTERFACE POWERED BY MACHINE LEARNING FOR EARLY DIAGNOSIS OF ALZHEIMER'S DISEASE
Authors: Abdullah Talha Kabakuş , Pakize Erdoğmuş
Published: 2024 , İstanbul Commerce University Journal of Science
DOI: 10.55071/ticaretfbd.1416508
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1061

2

0

1061

FPGA-based Dual Core TRNG Design Using Ring and Runge-Kutta-Butcher based on Chaotic Oscillator
Authors: Murat Alçın , Murat Tuna , Pakize Erdoğmuş , İsmail Koyuncu
Published: 2021 , Chaos Theory and Applications
DOI: 10.51537/chaos.783548
CITED 10 FAVORITE 2 TOTAL DOWNLOAD COUNT 1454

10

2

1454

Generative Networks and Royalty-Free Products
Authors: Yasin Özkan , Pakize Erdoğmuş
Published: 2020 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.03.03.724645
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2122

1

0

2122

Deep Learning Performance on Medical Image, Data and Signals
Authors: Pakize Erdoğmuş
Published: 2019 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.02.01.541366
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 3962

1

0

3962

A New Genre Classification with the Colors of Music
Authors: Zehra Durdağ , Pakize Erdoğmuş
Published: 2019 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.02.01.544616
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 3560

3

0

3560

A New Solution Approach for Non-Linear Equation Systems with Grey Wolf Optimizer
Authors: Pakize Erdoğmuş
Published: 2018 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.01.03.475565
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 3076

5

0

3076

Image Denoising with Modified Grey Wolf Optimizer
Authors: Hüseyin Avni Ardaç , Pakize Erdoğmuş
Published: 2018 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.435783
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1856

2

0

1856

Classification of Bee Species Using Support Vector Machines, YSA, K-Means and KNN
Authors: Hasan Demir , Pakize Erdoğmuş , Meral Kekeçoğlu
Published: 2018 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.328596
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 5040

10

0

5040

K-Means Algoritması İle Otomatik Kümeleme
Authors: Pakize Erdoğmuş , Buket Çolak, Zehra Durdağ
Published: 2016 , El-Cezeri
DOI: 10.31202/ecjse.264195
CITED 11 FAVORITE 0 TOTAL DOWNLOAD COUNT 3874

11

0

3874

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