avatar
Pakize Erdoğmuş Prof. Dr. düzce üniversitesi
Publication 20 Review 48 CrossRef Cited 42 TR Dizin Cited 7
20 Publication
48 Review
42 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 9 FAVORITE 2 TOTAL DOWNLOAD COUNT 1333

9

2

1333

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 3065

0

1

3065

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 240

0

240

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 446

0

446

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 3776

0

3776

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 955

0

955

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 1543

0

1543

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 1333

2

1333

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 2027

0

2027

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 1306

0

1306

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 3890

0

3890

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 3461

0

3461

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 3003

0

3003

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 1694

0

1694

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 3065

1

3065

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 4936

0

4936

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 3757

0

3757

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 2355

0

2355

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 8042

0

8042

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 2949

0

2949

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 5435

0

5435

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 2079

0

2079

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 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3776

2

0

3776

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 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 955

1

0

955

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 9 FAVORITE 2 TOTAL DOWNLOAD COUNT 1333

9

2

1333

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 2027

1

0

2027

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 3890

1

0

3890

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 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3461

2

0

3461

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 3003

5

0

3003

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 1694

2

0

1694

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 4936

10

0

4936

K-Means Algoritması İle Otomatik Kümeleme
Authors: Pakize Erdoğmuş , Buket Çolak, Zehra Durdağ
Published: 2016 , El-Cezeri
DOI: 10.31202/ecjse.264195
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 3757

9

0

3757

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods. : Click to get information about the DergiPark User Badge.