avatar
Mehmet Serdar Güzel Assoc. Prof. Dr. Ankara Üniversitesi
Publication 20 Review 21 CrossRef Cited 18 TR Dizin Cited 9
20 Publication
21 Review
18 CrossRef Cited
9 TR Dizin Cited
0000-0002-3408-0083

Research Fields

Information and Computing Sciences Artificial Intelligence Mechatronics Engineering

Institution

Ankara Üniversitesi

Popular Publications

Big Data, Data Mining, Machine Learning, and Deep Learning Concepts in Crime Data
Authors: Emre Cihan Ateş , Gazi Erkan Bostancı , Serdar Msg
Published: 2020 , Journal of Penal Law and Criminology
DOI: 10.26650/JPLC2020-813328
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 2356

0

2

2356

Ontology development for web services to be used within the scope of remote monitoring project
Authors: Kader Gürcüoğlu , Tunç Durmuş Medeni , İhsan Tolga Medeni , Mehmet Serdar Güzel , Halil Arslan
Published: 2023 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1122848
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 807

0

2

807

Airborne imagery and lidar based 3D reconstruction using commercial drones
Authors: Koray Açıcı , Ömer Mert Erdal , Alperen Yılmaz , Metehan Unal , Gazi Erkan Bostancı , Mehmet Serdar Güzel
Published: 2023 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1193408
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 836

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1

836

KURUMSAL MİMARİ GÜVENLİK REFERANS MİMARİ MODELLERİNİN İNCELENMESİ
Authors: Sibel Karakuş Öztürk , İhsan Tolga Medeni , Tunç Durmuş Medeni , Mehmet Serdar Güzel
Published: 2023 , Journal of Public Administration and Technology
DOI: 10.58307/kaytek.1203417
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1069

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1

1069

Publications

An application of heuristic algorithms on multi-access edge computing
Authors: Hasan Faruk Çoban , Mehmet Serdar Güzel
Published: 2025 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1670082
FAVORITE 0 TOTAL DOWNLOAD COUNT 222

0

222

Advanced deep learning approaches for the automated classification of macrofungal species in biodiversity monitoring
Authors: Şifa Özsarı , Eda Kumru , Fatih Ekinci , Mehmet Serdar Güzel , Koray Açıcı , Tunc Asuroglu , Ilgaz Akata
Published: 2025 , Trakya University Journal of Natural Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 302

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302

Comprehensive review of smart wheelchairs for quadriplegic patients
Authors: Onur Koçak , Ömürhan Soysal , Buse Çamlıca , Cansel Fıçıcı , Mehmet Serdar Güzel
Published: 2025 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1536856
FAVORITE 0 TOTAL DOWNLOAD COUNT 467

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467

A comparison of machine learning methods for queue length detection
Authors: Mehmet Eren Yeşilyurt , Mehmet Serdar Güzel , Ebru Sezer
Published: 2024 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1415447
FAVORITE 0 TOTAL DOWNLOAD COUNT 413

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413

USB-IDS-1 dataset feature reduction with genetic algorithm
Authors: Mustafa Veysel Özsarı , Şifa Özsarı , Ayhan Aydın , Mehmet Serdar Güzel
Published: 2024 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1320795
FAVORITE 0 TOTAL DOWNLOAD COUNT 480

0

480

ML based prediction of COVID-19 diagnosis using statistical tests
Authors: Şifa Özsarı , Fatma Zehra Ortak , Mehmet Serdar Güzel , Mükerrem Bahar Başkır , Gazi Erkan Bostancı
Published: 2023 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1227857
FAVORITE 0 TOTAL DOWNLOAD COUNT 627

0

627

UZAKTAN EĞİTİMİN TEKNOLOJİK GELİŞİMİ: ÖĞRETMEN VE ÖĞRENCİLERİN BAKIŞ AÇISI İLE KARŞILAŞTIRMALI GZFT ANALİZİ
Authors: Hazal Atlı , Tunç D. Medeni , İhsan Tolga Medeni , Vildan Ateş , Mehmet Serdar Güzel
Published: 2023 , Sosyal ve Beşeri Bilimler Dergisi
DOI: 10.55978/sobiadsbd.1250265
FAVORITE 0 TOTAL DOWNLOAD COUNT 1581

0

1581

Ontology development for web services to be used within the scope of remote monitoring project
Authors: Kader Gürcüoğlu , Tunç Durmuş Medeni , İhsan Tolga Medeni , Mehmet Serdar Güzel , Halil Arslan
Published: 2023 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1122848
FAVORITE 2 TOTAL DOWNLOAD COUNT 807

2

807

Airborne imagery and lidar based 3D reconstruction using commercial drones
Authors: Koray Açıcı , Ömer Mert Erdal , Alperen Yılmaz , Metehan Unal , Gazi Erkan Bostancı , Mehmet Serdar Güzel
Published: 2023 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1193408
FAVORITE 1 TOTAL DOWNLOAD COUNT 836

1

836

KURUMSAL MİMARİ GÜVENLİK REFERANS MİMARİ MODELLERİNİN İNCELENMESİ
Authors: Sibel Karakuş Öztürk , İhsan Tolga Medeni , Tunç Durmuş Medeni , Mehmet Serdar Güzel
Published: 2023 , Journal of Public Administration and Technology
DOI: 10.58307/kaytek.1203417
FAVORITE 1 TOTAL DOWNLOAD COUNT 1069

1

1069

Recoil Analysis for Heavy Ion Beams
Authors: Fatih Ekinci , Gazi Erkan Bostancı , Mehmet Serdar Güzel , Özlem Dağlı
Published: 2022 , Aksaray University Journal of Science and Engineering
DOI: 10.29002/asujse.1090950
FAVORITE 0 TOTAL DOWNLOAD COUNT 1380

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1380

Machine Learning Applications in Dentistry
Authors: Güler Burcu Senirkentli , Gazi Erkan Bostancı , Mehmet Serdar Güzel , Metehan Unal
Published: 2022 , Selcuk Dental Journal
DOI: 10.15311/selcukdentj.1032041
FAVORITE 0 TOTAL DOWNLOAD COUNT 1129

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1129

A Software for Ethereum Databases and a Survey for Recommended Applications with ESRI Digital Maps Programming Software
Authors: Mounzer Saıjare , İhsan Tolga Medeni , Tunç D. Medeni , Mehmet Serdar Güzel
Published: 2022 , Information Management
DOI: 10.33721/by.961080
FAVORITE 0 TOTAL DOWNLOAD COUNT 664

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664

Geant4 based dosimetry evaluation for gamma knife using different phantom materials
Authors: Özlem Dağlı , Gazi Erkan Bostancı , Hakan Emmez , Gökhan Kurt , Fatih Ekinci , Mehmet Serdar Güzel
Published: 2021 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.956400
FAVORITE 0 TOTAL DOWNLOAD COUNT 694

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694

Analysis of Bragg curve parameters and lateral straggle for proton and carbon beams
Authors: Fatih Ekinci , Gazi Erkan Bostancı , Özlem Dağlı , Mehmet Serdar Güzel
Published: 2021 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.864475
FAVORITE 0 TOTAL DOWNLOAD COUNT 1331

0

1331

MODERN LEARNING TECHNIQUES AND PLANT IMAGE CLASSIFICATION
Authors: Metehan Ünal , Erkan Bostanci , Mehmet Serdar Guzel , Ayhan Aydın
Published: 2020 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.627897
FAVORITE 0 TOTAL DOWNLOAD COUNT 733

0

733

Big Data, Data Mining, Machine Learning, and Deep Learning Concepts in Crime Data
Authors: Emre Cihan Ateş , Gazi Erkan Bostancı , Serdar Msg
Published: 2020 , Journal of Penal Law and Criminology
DOI: 10.26650/JPLC2020-813328
FAVORITE 2 TOTAL DOWNLOAD COUNT 2356

2

2356

GENERATING TURKISH LYRICS WITH LONG SHORT TERM MEMORY
Authors: Mehmet Güzel , Hakan Erten, Erkan Bostanci
Published: 2020 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.584380
FAVORITE 0 TOTAL DOWNLOAD COUNT 709

0

709

A New View on The Processing of Seismic Data With Artificial Neural Networks
Authors: Betül Ağaoğlu , Fatima Zehra Unal , Mehmet Serdar Guzel , Erkan Bostancı , İman Askerbeyli
Published: 2019 , International Journal of Multidisciplinary Studies and Innovative Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2011

0

2011

A New Approach to Teaching Quality-Evaluation: Bartin University Example
Authors: Mükerrem Bahar Başkır , Hande Küçükönder , Nuri Çelik, Mehmet Serdar Güzel
Published: 2017 , Bartın University Journal of Faculty of Education
DOI: 10.14686/buefad.296739
FAVORITE 0 TOTAL DOWNLOAD COUNT 2115

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2115

Articles published in
Aksaray University Journal of Science and Engineering
Aksaray University Journal of Science and Engineering
Bartın University Journal of Faculty of Education
Bartın University Journal of Faculty of Education
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
Information Management
Information Management
International Journal of Multidisciplinary Studies and Innovative Technologies
International Journal of Multidisciplinary Studies and Innovative Technologies
Journal of Penal Law and Criminology
Journal of Penal Law and Criminology
Journal of Public Administration and Technology
Journal of Public Administration and Technology
Selcuk Dental Journal
Selcuk Dental Journal
Sosyal ve Beşeri Bilimler Dergisi
Sosyal ve Beşeri Bilimler Dergisi
Trakya University Journal of Natural Sciences
Trakya University Journal of Natural Sciences
Editorship
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Section Editor
Editorial Board Memberships
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi

Reviews

Adnan Menderes University Journal of Social Sciences Institute
Adnan Menderes University Journal of Social Sciences Institute
AYBU Business Journal
AYBU Business Journal
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
International Journal of 3D Printing Technologies and Digital Industry
International Journal of 3D Printing Technologies and Digital Industry
Journal of Advanced Research in Natural and Applied Sciences
Journal of Advanced Research in Natural and Applied Sciences
Journal of Information Technologies
Journal of Information Technologies
Journal of Materials and Mechatronics: A
Journal of Materials and Mechatronics: A
Journal of Polytechnic
Journal of Polytechnic
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
The Journal of Security Sciences
The Journal of Security Sciences
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

USB-IDS-1 dataset feature reduction with genetic algorithm
Authors: Mustafa Veysel Özsarı , Şifa Özsarı , Ayhan Aydın , Mehmet Serdar Güzel
Published: 2024 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1320795
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 480

1

0

480

ML based prediction of COVID-19 diagnosis using statistical tests
Authors: Şifa Özsarı , Fatma Zehra Ortak , Mehmet Serdar Güzel , Mükerrem Bahar Başkır , Gazi Erkan Bostancı
Published: 2023 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1227857
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 627

1

0

627

UZAKTAN EĞİTİMİN TEKNOLOJİK GELİŞİMİ: ÖĞRETMEN VE ÖĞRENCİLERİN BAKIŞ AÇISI İLE KARŞILAŞTIRMALI GZFT ANALİZİ
Authors: Hazal Atlı , Tunç D. Medeni , İhsan Tolga Medeni , Vildan Ateş , Mehmet Serdar Güzel
Published: 2023 , Sosyal ve Beşeri Bilimler Dergisi
DOI: 10.55978/sobiadsbd.1250265
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1581

2

0

1581

Recoil Analysis for Heavy Ion Beams
Authors: Fatih Ekinci , Gazi Erkan Bostancı , Mehmet Serdar Güzel , Özlem Dağlı
Published: 2022 , Aksaray University Journal of Science and Engineering
DOI: 10.29002/asujse.1090950
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1380

4

0

1380

Analysis of Bragg curve parameters and lateral straggle for proton and carbon beams
Authors: Fatih Ekinci , Gazi Erkan Bostancı , Özlem Dağlı , Mehmet Serdar Güzel
Published: 2021 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.864475
CITED 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 1331

8

0

1331

MODERN LEARNING TECHNIQUES AND PLANT IMAGE CLASSIFICATION
Authors: Metehan Ünal , Erkan Bostanci , Mehmet Serdar Guzel , Ayhan Aydın
Published: 2020 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.627897
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 733

1

0

733

A New Approach to Teaching Quality-Evaluation: Bartin University Example
Authors: Mükerrem Bahar Başkır , Hande Küçükönder , Nuri Çelik, Mehmet Serdar Güzel
Published: 2017 , Bartın University Journal of Faculty of Education
DOI: 10.14686/buefad.296739
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2115

1

0

2115

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