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Sinem Bozkurt Keser Assoc. Prof. ESKİŞEHİR OSMANGAZİ ÜNİVERSİTESİ
Publication 20 Review 27 CrossRef Cited 44 TR Dizin Cited 10
20 Publication
27 Review
44 CrossRef Cited
10 TR Dizin Cited
0000-0002-8013-6922

Research Fields

Machine Learning Data Engineering and Data Science Data Mining and Knowledge Discovery 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 1572

2

2

1572

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 2117

0

2

2117

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 University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1033377
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 3131

5

1

3131

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 865

0

1

865

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 1517

0

1

1517

Publications

FAULT TOLERANCE SOLUTIONS FOR VEHICLE FAILURES IN FLEET MANAGEMENT
Authors: Mehmet Arıkan , İnci Sarıçiçek , Sinem Bozkurt Keser , Yunus Sabri Kırca , Ahmet Yazici
Published: 2026 , Endüstri Mühendisliği
DOI: 10.46465/endustrimuhendisligi.1786581
FAVORITE 0 TOTAL DOWNLOAD COUNT 443

0

443

PATH PLANNING CONSIDERING DRIVER PREFERENCES USING ANALYTIC HIERARCHY PROCESS FOR ELECTRIC VEHICLES
Authors: Mehmet Arıkan , Sinem Bozkurt Keser , İnci Sarıçiçek , Ahmet Yazici
Published: 2025 , Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
DOI: 10.31796/ogummf.1698018
FAVORITE 0 TOTAL DOWNLOAD COUNT 698

0

698

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 1159

0

1159

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 1351

0

1351

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 University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1033377
FAVORITE 1 TOTAL DOWNLOAD COUNT 3131

1

3131

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 3299

0

3299

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 1517

1

1517

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 1037

0

1037

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 865

1

865

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 1887

0

1887

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 1455

0

1455

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 8952

0

8952

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 2994

0

2994

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 1763

0

1763

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 3066

0

3066

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 2117

2

2117

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 1572

2

1572

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 3006

0

3006

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 1367

0

1367

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 2982

0

2982

Articles published in
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
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
Endüstri Mühendisliği
Endüstri Mühendisliği
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 University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
El-Cezeri
El-Cezeri
Erzincan University Journal of Education Faculty
Erzincan University Journal of Education Faculty
Eskişehir Teknik Üniversitesi Bilim ve Teknoloji Dergisi B - Teorik Bilimler
Eskişehir Teknik Üniversitesi Bilim ve Teknoloji Dergisi B - Teorik Bilimler
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
Uludağ University Journal of The Faculty of Engineering
Uludağ University Journal of The Faculty of Engineering
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences

Publications

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
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1351

1

0

1351

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 University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1033377
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 3131

5

1

3131

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 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 3299

6

0

3299

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 1037

3

0

1037

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 1887

2

0

1887

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
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1455

1

0

1455

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 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 8952

6

0

8952

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 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 2994

7

0

2994

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 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1763

5

0

1763

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 1572

2

2

1572

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 3006

3

0

3006

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 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2982

3

0

2982

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