avatar
Sinem Bozkurt Keser Asst. Prof. Dr. ESKİŞEHİR OSMANGAZİ ÜNİVERSİTESİ
Publication 18 Review 20 CrossRef Cited 27 TR Dizin Cited 11
18 Publication
20 Review
27 CrossRef Cited
11 TR Dizin Cited
0000-0002-8013-6922

Research Fields

Machine Learning Data Mining and Knowledge Discovery Data Engineering and Data Science Artificial Intelligence

Institution

ESKİŞEHİR OSMANGAZİ ÜNİVERSİTESİ

Popular Publications

The Analysis of Similarity Measurements in Content-Based Scientific Paper Recommender System
Authors: Emine Deniz , Veysel Karani Öz , Sinem Bozkurt Keser , Savaş Okyay , Yusuf Kartal
Published: 2021 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.838084
CITED 2 FAVORITE 2 TOTAL DOWNLOAD COUNT 960

2

2

960

The Development of a Novel Content-Based Academic Paper Recommendation System
Authors: Veysel Karani Öz , Emine Deniz , Sinem Bozkurt Keser , Yusuf Kartal , Savaş Okyay
Published: 2021 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: -
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 1434

0

2

1434

Prediction of Survival of Heart Failure Patients: An Application of Classification-Based Machine Learning Algorithms
Authors: Sinem Bozkurt Keser , Kemal Keskin
Published: 2023 , Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
DOI: 10.35414/akufemubid.1033377
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 2245

1

1

2245

Explication of the Remote Education Through Department Statistics: ESOGU-CENG Case Study
Authors: Merve Ceyhan , Yusuf Kartal , Sinem Bozkurt Keser , Savaş Okyay , Nihat Adar
Published: 2022 , International Journal of Multidisciplinary Studies and Innovative Technologies
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 441

0

1

441

A Novel Article Recommendation System Empowered by the Hybrid Combinations of Content-Based State-of-the-Art Methods
Authors: İlya Kuş , Sinem Bozkurt Keser , Savaş Okyay
Published: 2023 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.1199886
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 691

0

1

691

Publications

ENERGY EFFICIENCY ANALYSIS IN BUILDINGS WITH MACHINE LEARNING AND HYPER PARAMETER OPTIMIZATION
Authors: Hüseyin Furkan Zengin , Sinem Bozkurt Keser
Published: 2023 , Uluborlu Mesleki Bilimler Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 641

0

641

Comparison of Different Oversampling and Undersampling Methods in Software Defect Prediction
Authors: Özge Şen , Sinem Bozkurt Keser
Published: 2023 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: 10.54525/tbbmd.1235547
FAVORITE 0 TOTAL DOWNLOAD COUNT 730

0

730

Prediction of Survival of Heart Failure Patients: An Application of Classification-Based Machine Learning Algorithms
Authors: Sinem Bozkurt Keser , Kemal Keskin
Published: 2023 , Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
DOI: 10.35414/akufemubid.1033377
FAVORITE 1 TOTAL DOWNLOAD COUNT 2245

1

2245

Early stage diabetes prediction using decision tree-based ensemble learning model
Authors: Özge Şen , Sinem Bozkurt Keser , Kemal Keskin
Published: 2023 , International Advanced Researches and Engineering Journal
DOI: 10.35860/iarej.1188039
FAVORITE 0 TOTAL DOWNLOAD COUNT 2316

0

2316

A Novel Article Recommendation System Empowered by the Hybrid Combinations of Content-Based State-of-the-Art Methods
Authors: İlya Kuş , Sinem Bozkurt Keser , Savaş Okyay
Published: 2023 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.1199886
FAVORITE 1 TOTAL DOWNLOAD COUNT 691

1

691

Breast Cancer Diagnosis with Weighted Vote Based Ensemble Classification Algorithm
Authors: Sinem Bozkurt Keser , Kemal Keskin
Published: 2022 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1092607
FAVORITE 0 TOTAL DOWNLOAD COUNT 730

0

730

Explication of the Remote Education Through Department Statistics: ESOGU-CENG Case Study
Authors: Merve Ceyhan , Yusuf Kartal , Sinem Bozkurt Keser , Savaş Okyay , Nihat Adar
Published: 2022 , International Journal of Multidisciplinary Studies and Innovative Technologies
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 441

1

441

Application of AutoML Technique for Predicting Academic Performance of Students
Authors: Sevda Aghalarova , Sinem Bozkurt Keser
Published: 2022 , El-Cezeri
DOI: 10.31202/ecjse.946505
FAVORITE 0 TOTAL DOWNLOAD COUNT 1345

0

1345

Comparison of Ensemble Learning Methods in Intrusion Detection Systems
Authors: İlya Kuş , Sinem Bozkurt Keser , Esra Yolaçan
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.971875
FAVORITE 0 TOTAL DOWNLOAD COUNT 2190

0

2190

Classification of Breast Cancer Tumors with Deep Learning Algorithms
Authors: Seda Nur Özgür , Sinem Bozkurt Keser
Published: 2021 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.957618
FAVORITE 0 TOTAL DOWNLOAD COUNT 7522

0

7522

A comparison of machine learning algorithms for forecasting solar irradiance in Eskişehir, Turkey
Authors: Ozan Ayko , Sinem Bozkurt Keser
Published: 2021 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.995506
FAVORITE 0 TOTAL DOWNLOAD COUNT 855

0

855

Simultaneous Pick-Up and Delivery Vehicle Routing Using Genetic Algorithm: An Application for the Anatolian Side of Istanbul
Authors: Sinem Bozkurt Keser , Açelya Toprak , Faruk Emre Ciğer , Mehmet Demiröz , İnci Sarıçiçek
Published: 2021 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.816991
FAVORITE 0 TOTAL DOWNLOAD COUNT 1130

0

1130

Prediction of Secondary School Students' Academic Performance with Proposed Artificial Neural Networks Algorithm
Authors: Sevda Aghalarova , Sinem Bozkurt Keser
Published: 2021 , Veri Bilimi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2625

0

2625

The Development of a Novel Content-Based Academic Paper Recommendation System
Authors: Veysel Karani Öz , Emine Deniz , Sinem Bozkurt Keser , Yusuf Kartal , Savaş Okyay
Published: 2021 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: -
FAVORITE 2 TOTAL DOWNLOAD COUNT 1434

2

1434

The Analysis of Similarity Measurements in Content-Based Scientific Paper Recommender System
Authors: Emine Deniz , Veysel Karani Öz , Sinem Bozkurt Keser , Savaş Okyay , Yusuf Kartal
Published: 2021 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.838084
FAVORITE 2 TOTAL DOWNLOAD COUNT 960

2

960

İÇ LOJİSTİKTE OTONOM ROBOTLAR İÇİN GÖREV PLANLAMASI
Authors: Sinem Bozkurt Keser , İnci Sarıçiçek , Ahmet Yazici
Published: 2020 , Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
DOI: 10.31796/ogummf.652965
FAVORITE 0 TOTAL DOWNLOAD COUNT 2292

0

2292

A Hybrid Algorithm for Automated Guided Vehicle Routing Problem
Authors: Cansu Söyleyici , Sinem Bozkurt Keser
Published: 2016 , International Journal of Intelligent Systems and Applications in Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1053

0

1053

A MULTI-CRITERIA HEURISTIC ALGORITHM FOR PERSONALIZED ROUTE PLANNING
Authors: Sinem Bozkurt Keser , Ahmet Yazıcı , Serkan Günal
Published: 2016 , Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering
DOI: 10.18038/btda.06501
FAVORITE 0 TOTAL DOWNLOAD COUNT 2135

0

2135

Articles published in
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering
Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
El-Cezeri
El-Cezeri
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
International Journal of Intelligent Systems and Applications in Engineering
International Journal of Intelligent Systems and Applications in Engineering
International Journal of Multidisciplinary Studies and Innovative Technologies
International Journal of Multidisciplinary Studies and Innovative Technologies
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Uluborlu Mesleki Bilimler Dergisi
Uluborlu Mesleki Bilimler Dergisi
Veri Bilimi
Veri Bilimi
Editorship
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Proofreader
Editorial Board Memberships
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi

Reviews

Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
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 University Journal of Science
Gazi University Journal of Science
İstanbul Commerce University Journal of Science
İstanbul Commerce University Journal of Science
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
Journal of Advanced Research in Natural and Applied Sciences
Journal of Advanced Research in Natural and Applied Sciences
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Erciyes Academy
Journal of Erciyes Academy
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Necmettin Erbakan University Journal of Science and Engineering
Necmettin Erbakan University Journal of Science and Engineering
Süleyman Demirel University Faculty of Arts and Science Journal of Science
Süleyman Demirel University Faculty of Arts and Science Journal of Science

Publications

Prediction of Survival of Heart Failure Patients: An Application of Classification-Based Machine Learning Algorithms
Authors: Sinem Bozkurt Keser , Kemal Keskin
Published: 2023 , Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
DOI: 10.35414/akufemubid.1033377
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 2245

1

1

2245

Early stage diabetes prediction using decision tree-based ensemble learning model
Authors: Özge Şen , Sinem Bozkurt Keser , Kemal Keskin
Published: 2023 , International Advanced Researches and Engineering Journal
DOI: 10.35860/iarej.1188039
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2316

2

0

2316

Breast Cancer Diagnosis with Weighted Vote Based Ensemble Classification Algorithm
Authors: Sinem Bozkurt Keser , Kemal Keskin
Published: 2022 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1092607
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 730

3

0

730

Application of AutoML Technique for Predicting Academic Performance of Students
Authors: Sevda Aghalarova , Sinem Bozkurt Keser
Published: 2022 , El-Cezeri
DOI: 10.31202/ecjse.946505
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1345

2

0

1345

Comparison of Ensemble Learning Methods in Intrusion Detection Systems
Authors: İlya Kuş , Sinem Bozkurt Keser , Esra Yolaçan
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.971875
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2190

5

0

2190

Classification of Breast Cancer Tumors with Deep Learning Algorithms
Authors: Seda Nur Özgür , Sinem Bozkurt Keser
Published: 2021 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.957618
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 7522

4

0

7522

Simultaneous Pick-Up and Delivery Vehicle Routing Using Genetic Algorithm: An Application for the Anatolian Side of Istanbul
Authors: Sinem Bozkurt Keser , Açelya Toprak , Faruk Emre Ciğer , Mehmet Demiröz , İnci Sarıçiçek
Published: 2021 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.816991
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1130

3

0

1130

The Analysis of Similarity Measurements in Content-Based Scientific Paper Recommender System
Authors: Emine Deniz , Veysel Karani Öz , Sinem Bozkurt Keser , Savaş Okyay , Yusuf Kartal
Published: 2021 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.838084
CITED 2 FAVORITE 2 TOTAL DOWNLOAD COUNT 960

2

2

960

İÇ LOJİSTİKTE OTONOM ROBOTLAR İÇİN GÖREV PLANLAMASI
Authors: Sinem Bozkurt Keser , İnci Sarıçiçek , Ahmet Yazici
Published: 2020 , Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
DOI: 10.31796/ogummf.652965
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2292

3

0

2292

A MULTI-CRITERIA HEURISTIC ALGORITHM FOR PERSONALIZED ROUTE PLANNING
Authors: Sinem Bozkurt Keser , Ahmet Yazıcı , Serkan Günal
Published: 2016 , Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering
DOI: 10.18038/btda.06501
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2135

2

0

2135

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.
Interactive Guide Tool
If you want to see the panel introduction, you can click Start Tour.