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Durmuş Özdemir Assoc. Prof. KUTAHYA DUMLUPINAR UNIVERSITY
Publication 26 Review 52 CrossRef Cited 33 TR Dizin Cited 16
26 Publication
52 Review
33 CrossRef Cited
16 TR Dizin Cited
0000-0002-9543-4076
57212092875

Research Fields

Information and Computing Sciences Information Security and Cryptology Artificial Intelligence Satisfiability and Optimisation Artificial Reality Educational Technology and Computing

Institution

KUTAHYA DUMLUPINAR UNIVERSITY

Popular Publications

The Effect of STEM Education Approach in Science Teaching: Photosynthesis Experiment Example
Authors: Faruk Öztürk , Durmuş Özdemir
Published: 2020 , Journal of Computer and Education Research
DOI: 10.18009/jcer.698445
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 1028

3

1

1028

Data Mining Studies in Education: Literature Review For The Years 2014-2020
Authors: Zehra Bilici , Durmuş Özdemir
Published: 2022 , Bayburt Eğitim Fakültesi Dergisi
DOI: 10.35675/befdergi.849973
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 2278

5

1

2278

A Decision Support System for Multi-Objective Porcelain Container Loading Problem Based on Genetic Algorithm
Authors: Durmuş Özdemir , Derya Deliktaş, Elif Güler Ermutaf
Published: 2022 , Academic Platform Journal of Engineering and Smart Systems
DOI: 10.21541/apjess.1078919
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 685

1

1

685

Design of Aizanoi Antique City Touristic Promotional Application Examples Using Augmented and Virtual Reality Technologies
Authors: Akhyerkye Avzal , Durmuş Özdemir , Kaan Erarslan
Published: 2022 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1121367
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1418

2

1

1418

Publications

A Novel Hybrid Approach for Solving the Traveling Salesman Problem: Combining Local Search Techniques for Enhanced Performance
Authors: Charmarke Housseın Abdı , Hasan Temurtaş , Safa Dörterler , Durmuş Özdemir
Published: 2024 , Journal of Scientific Reports-B
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 118

0

118

A New DenseNet Based Anomaly Detection Method Using Wrist and Forearm X-Ray Images
Authors: Selahattin Güçlü , Durmuş Özdemir , Hamdi Melih Saraoğlu
Published: 2024 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1550680
FAVORITE 0 TOTAL DOWNLOAD COUNT 120

0

120

Car Damage Detection with VGG-16
Authors: Ayberk Gezer , Tolga Yılmaz , Durmuş Özdemir
Published: 2024 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1421332
FAVORITE 0 TOTAL DOWNLOAD COUNT 333

0

333

Mobile application for Alzheimer patients (Remind me if I forget)
Authors: Aybüke Şanal , Hanife Cennet Alkan , Durmuş Özdemir
Published: 2024 , Journal of Scientific Reports-C
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 154

0

154

COMPARISON AND APPLICATION OF DEEP LEARNING MODELS FOR DIAGNOSIS OF LUNG CANCER
Authors: Ekrem Gökberk Koç , Durmuş Özdemir
Published: 2024 , Journal of Scientific Reports-C
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 334

0

334

Kidney Disease Detection and Multi-Classification Usıng Deep Learning Methods
Authors: Kenan Gülle , Durmuş Özdemir , Hasan Temurtaş
Published: 2024 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1404078
FAVORITE 0 TOTAL DOWNLOAD COUNT 918

0

918

English Education Mobile Application With Augmented Reality For Primary School 3rd Grade Students
Authors: Filiz Uysal , Durmuş Özdemir
Published: 2024 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1307619
FAVORITE 0 TOTAL DOWNLOAD COUNT 676

0

676

Hybridization of Meta-heuristic Algorithms with K-Means for Clustering Analysis: Case of Medical Datasets
Authors: Safa Dörterler , Hatem Dumlu , Durmuş Özdemir , Hasan Temurtaş
Published: 2024 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 408

0

408

A comparison of traditional and state-of-the-art machine learning algorithms for type 2 diabetes prediction
Authors: Naciye Nur Arslan , Durmuş Özdemir
Published: 2024 , Journal of Scientific Reports-C
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 408

0

408

BITCOIN PRICE PREDICTION WITH RANDOM FOREST REGRESSION ALGORITHM
Authors: Sümeyye Çelik , Durmuş Özdemir
Published: 2023 , Journal of Scientific Reports-B
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 706

0

706

Detection of Mushroom Species Growing in Nature with Deep Learning
Authors: Merve Akın , Aycan Dağdelen , Rabia Nur Eğinme , Durmuş Özdemir
Published: 2023 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1319221
FAVORITE 0 TOTAL DOWNLOAD COUNT 1006

0

1006

UNITY Based Educational Game Design to Raise Environmental Awareness for Preschool Students
Authors: Onur Özer , Durmuş Özdemir
Published: 2023 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1302820
FAVORITE 0 TOTAL DOWNLOAD COUNT 1116

0

1116

CLASSIFICATION OF BRAIN TUMORS WITH DEEP LEARNING MODELS
Authors: Beyza Nur Tüzün , Durmuş Özdemir
Published: 2023 , Journal of Scientific Reports-A
DOI: 10.59313/jsr-a.1293119
FAVORITE 0 TOTAL DOWNLOAD COUNT 1190

0

1190

COMPARATIVE ANALYSIS OF DEEP LEARNING METHODS FOR RENAL TUMOR DETECTION
Authors: Caner Karadağ , Durmuş Özdemir
Published: 2022 , Journal of Scientific Reports-B
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1346

0

1346

Comparative analysis of metaheuristic optimization algorithms for natural gas demand forecast with meteorological parameters
Authors: Zehra Bilici , Durmuş Özdemir
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1014788
FAVORITE 0 TOTAL DOWNLOAD COUNT 1003

0

1003

Design of Aizanoi Antique City Touristic Promotional Application Examples Using Augmented and Virtual Reality Technologies
Authors: Akhyerkye Avzal , Durmuş Özdemir , Kaan Erarslan
Published: 2022 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1121367
FAVORITE 1 TOTAL DOWNLOAD COUNT 1418

1

1418

A Decision Support System for Multi-Objective Porcelain Container Loading Problem Based on Genetic Algorithm
Authors: Durmuş Özdemir , Derya Deliktaş, Elif Güler Ermutaf
Published: 2022 , Academic Platform Journal of Engineering and Smart Systems
DOI: 10.21541/apjess.1078919
FAVORITE 1 TOTAL DOWNLOAD COUNT 685

1

685

Analysis of Deep Transfer Learning Methods for Early Diagnosis of the Covid-19 Disease with Chest X-ray Images
Authors: Durmuş Özdemir , Naciye Nur Arslan
Published: 2022 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.976118
FAVORITE 0 TOTAL DOWNLOAD COUNT 644

0

644

Data Mining Studies in Education: Literature Review For The Years 2014-2020
Authors: Zehra Bilici , Durmuş Özdemir
Published: 2022 , Bayburt Eğitim Fakültesi Dergisi
DOI: 10.35675/befdergi.849973
FAVORITE 1 TOTAL DOWNLOAD COUNT 2278

1

2278

Design of Electrical Test Device for Automotive Industry
Authors: Kadir Vardar , Fırat Aydemir , Durmuş Özdemir , Mustafa Topuz , Burakcan Kolay , Yusuf Yıldırım , Zehra Bilici , Mustafa Uhud Baydoğrul , Yunus Emre Yağan , Bünyamin Kaya , Ali Tandoğan , Ethem Yiğit Gürer
Published: 2021 , International Scientific and Vocational Studies Journal
DOI: 10.47897/bilmes.1012005
FAVORITE 0 TOTAL DOWNLOAD COUNT 820

0

820

INVESTIGATION OF ATTACK TYPES IN ANDROID OPERATING SYSTEM
Authors: Durmuş Özdemir , Hande Çavşi Zaim
Published: 2021 , Journal of Scientific Reports-A
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1636

0

1636

MODEL PROPOSAL ON THE DETERMINATION OF STUDENT ATTENDANCE IN DISTANCE EDUCATION WITH FACE RECOGNITION TECHNOLOGY
Authors: Durmus Ozdemır , Mehmet Emin Ugur
Published: 2020 , Turkish Online Journal of Distance Education
DOI: 10.17718/tojde.849872
FAVORITE 0 TOTAL DOWNLOAD COUNT 2805

0

2805

The Effect of STEM Education Approach in Science Teaching: Photosynthesis Experiment Example
Authors: Faruk Öztürk , Durmuş Özdemir
Published: 2020 , Journal of Computer and Education Research
DOI: 10.18009/jcer.698445
FAVORITE 1 TOTAL DOWNLOAD COUNT 1028

1

1028

SINIF YÖNETİMİ YAZILIMININ İŞBİRLİKLİ YÖNTEM İLE PROGRAMLAMA TEMELLERİ DERSİNDE KULLANIMININ ÖĞRENCİ BAŞARISINA ETKİSİ
Authors: Durmuş Özdemir , Fulya Aslay , Funda Akar , Ahmet Baran
Published: 2016 , Journal of Computer and Education Research
DOI: 10.18009/jcer.79199
FAVORITE 0 TOTAL DOWNLOAD COUNT 2437

0

2437

GEZGİN ROBOTLARIN ÇİFTLİKLERDE ÜRÜN YERİ BELİRLEME VE TAŞIMA İŞLEMLERİNDE KULLANIMI
Authors: Durmuş Özdemir , Cemal Köse
Published: 2014 , Erzincan University Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2498

0

2498

Effects of Human Resources Development Through Vocational Education Curriculum on the Academic Achievements of the Students in Vocational Schools: The Case of Erzincan University
Authors: Durmuş Özdemir , Yüksel Göktaş
Published: 2012 , Journal of Higher Education and Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 351

0

351

Articles published in
Academic Platform Journal of Engineering and Smart Systems
Academic Platform Journal of Engineering and Smart Systems
Bayburt Eğitim Fakültesi Dergisi
Bayburt Eğitim Fakültesi Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Erzincan 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 Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Scientific and Vocational Studies Journal
International Scientific and Vocational Studies Journal
Journal of Computer and Education Research
Journal of Computer and Education Research
Journal of Higher Education and Science
Journal of Higher Education and Science
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Journal of Scientific Reports-B
Journal of Scientific Reports-B
Journal of Scientific Reports-C
Journal of Scientific Reports-C
Turkish Online Journal of Distance Education
Turkish Online Journal of Distance Education
Editorship
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Section Editor
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Co-Editor
Journal of Scientific Reports-B
Journal of Scientific Reports-B
Co-Editor
Journal of Scientific Reports-C
Journal of Scientific Reports-C
Co-Editor
Editorial Board Memberships
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Journal of Scientific Reports-B
Journal of Scientific Reports-B
Journal of Scientific Reports-C
Journal of Scientific Reports-C

Reviews

Acta Infologica
Acta Infologica
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Bayburt Eğitim Fakültesi Dergisi
Bayburt Eğitim Fakültesi Dergisi
Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
El-Cezeri
El-Cezeri
Erzincan University Journal of Education Faculty
Erzincan University Journal of Education Faculty
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
Journal of Innovative Engineering and Natural Science
Journal of Innovative Engineering and Natural Science
Journal of Instructional Technologies and Teacher Education
Journal of Instructional Technologies and Teacher Education
Journal of Science and Technology of Dumlupınar University
Journal of Science and Technology of Dumlupınar University
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Journal of Scientific Reports-B
Journal of Scientific Reports-B
Journal of Scientific Reports-C
Journal of Scientific Reports-C
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
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Open Journal of Nano
Open Journal of Nano
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
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Yükseköğretim Dergisi
Yükseköğretim Dergisi

Publications

Detection of Mushroom Species Growing in Nature with Deep Learning
Authors: Merve Akın , Aycan Dağdelen , Rabia Nur Eğinme , Durmuş Özdemir
Published: 2023 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1319221
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1006

1

0

1006

CLASSIFICATION OF BRAIN TUMORS WITH DEEP LEARNING MODELS
Authors: Beyza Nur Tüzün , Durmuş Özdemir
Published: 2023 , Journal of Scientific Reports-A
DOI: 10.59313/jsr-a.1293119
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1190

2

0

1190

Comparative analysis of metaheuristic optimization algorithms for natural gas demand forecast with meteorological parameters
Authors: Zehra Bilici , Durmuş Özdemir
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1014788
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1003

3

0

1003

Design of Aizanoi Antique City Touristic Promotional Application Examples Using Augmented and Virtual Reality Technologies
Authors: Akhyerkye Avzal , Durmuş Özdemir , Kaan Erarslan
Published: 2022 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1121367
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1418

2

1

1418

A Decision Support System for Multi-Objective Porcelain Container Loading Problem Based on Genetic Algorithm
Authors: Durmuş Özdemir , Derya Deliktaş, Elif Güler Ermutaf
Published: 2022 , Academic Platform Journal of Engineering and Smart Systems
DOI: 10.21541/apjess.1078919
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 685

1

1

685

Analysis of Deep Transfer Learning Methods for Early Diagnosis of the Covid-19 Disease with Chest X-ray Images
Authors: Durmuş Özdemir , Naciye Nur Arslan
Published: 2022 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.976118
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 644

5

0

644

Data Mining Studies in Education: Literature Review For The Years 2014-2020
Authors: Zehra Bilici , Durmuş Özdemir
Published: 2022 , Bayburt Eğitim Fakültesi Dergisi
DOI: 10.35675/befdergi.849973
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 2278

5

1

2278

Design of Electrical Test Device for Automotive Industry
Authors: Kadir Vardar , Fırat Aydemir , Durmuş Özdemir , Mustafa Topuz , Burakcan Kolay , Yusuf Yıldırım , Zehra Bilici , Mustafa Uhud Baydoğrul , Yunus Emre Yağan , Bünyamin Kaya , Ali Tandoğan , Ethem Yiğit Gürer
Published: 2021 , International Scientific and Vocational Studies Journal
DOI: 10.47897/bilmes.1012005
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 820

1

0

820

MODEL PROPOSAL ON THE DETERMINATION OF STUDENT ATTENDANCE IN DISTANCE EDUCATION WITH FACE RECOGNITION TECHNOLOGY
Authors: Durmus Ozdemır , Mehmet Emin Ugur
Published: 2020 , Turkish Online Journal of Distance Education
DOI: 10.17718/tojde.849872
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 2805

9

0

2805

The Effect of STEM Education Approach in Science Teaching: Photosynthesis Experiment Example
Authors: Faruk Öztürk , Durmuş Özdemir
Published: 2020 , Journal of Computer and Education Research
DOI: 10.18009/jcer.698445
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 1028

3

1

1028

SINIF YÖNETİMİ YAZILIMININ İŞBİRLİKLİ YÖNTEM İLE PROGRAMLAMA TEMELLERİ DERSİNDE KULLANIMININ ÖĞRENCİ BAŞARISINA ETKİSİ
Authors: Durmuş Özdemir , Fulya Aslay , Funda Akar , Ahmet Baran
Published: 2016 , Journal of Computer and Education Research
DOI: 10.18009/jcer.79199
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2437

1

0

2437

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.
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