Metrics
Publication
62
Open Access
3
UN Sustainable Development Goals
Education
2013 - 2018
2013 - 2018Doctorate
Anadolu University, Faculty Of Engıneerıng, Department Of Computer Engıneerıng, Turkey
2010 - 2013
2010 - 2013Postgraduate
Anadolu University, Faculty Of Engıneerıng, Department Of Computer Engıneerıng, Turkey
2007 - 2010
2007 - 2010Undergraduate Double Major
Eskisehir Osmangazi University, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ, Turkey
2005 - 2009
2005 - 2009Undergraduate
Eskisehir Osmangazi University, Fen Fakültesi, Matematik Ve Bilgisayar Bilimleri Bölümü, Turkey
Dissertations
2017
2017Doctorate
RF BASED INDOOR POSITIONING SYSTEM
Anadolu University, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
2013
2013Postgraduate
Trafik ağlarında çok ölçütlü rota planlaması
Anadolu University, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
Research Areas
Computer Sciences
Artificial Intelligence, Computer Learning and Pattern Recognition
Academic Positions
2019 - Present
2019 - PresentAssistant Professor
Eskisehir Osmangazi University, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ
2010 - 2019
2010 - 2019Research Assistant
Eskisehir Osmangazi University, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ
Non Academic Experience
2010 - 2010
2010 - 2010ARGE YAZILIM MÜHENDİSİ
ASUS, ARGE YAZILIM MÜHENDİSİ
Articles
All (37)
SCI-E, SSCI, AHCI (11)
SCI-E, SSCI, AHCI, ESCI (13)
ESCI (2)
Scopus (16)
TRDizin (12)
Other Publications (9)
2025
20251. Comparison of synthetic data generation techniques for obesity level prediction based on dietary habits and physical status
EREN H. A., EMEK H. İ., Keser S.
Artificial Intelligence in Health
, vol.2, no.4, pp.47-74, 2025 (Scopus)
2025
20252. A dataset for state of charge and range estimation of an L5 type electric vehicle that is used for Urban Logistic
Polat A. A., BOZKURT KESER S., SARIÇİÇEK İ., Erdoğmuş A. K., Kafalı A., YAZICI A.
DATA IN BRIEF
, vol.62, 2025 (ESCI, Scopus)
2025
20253. Energy Consumption Prediction Using Deep Learning: A Case Study on Small-Scale Smart Steel Industry
Adar N., Algür K., Bozkurt Keser S., Ceyhan M.
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE , no.vol 2670, pp.168-180, 2025 (Scopus)
2025
20254. A Review for Remaining Driving Range Prediction of Electric Vehicles Using Machine Learning Algorithms
CAFERLER B., ÜNAL A., BOZKURT KESER S., YAZICI A.
Journal of Data Science and Intelligent Systems , 2025 (Peer-Reviewed Journal)
2025
20255. Electric Vehicle Routing with Time Windows and Charging Stations from the Perspective of Customer Satisfaction
Ünal Y., SARIÇİÇEK İ., BOZKURT KESER S., YAZICI A.
Applied Sciences (Switzerland)
, vol.15, no.9, 2025 (SCI-Expanded, Scopus)
2025
20256. Advancing the Prediction and Evaluation of Blast-Induced Ground Vibration Using Deep Ensemble Learning with Uncertainty Assessment
BOZKURT KESER S., ERDOĞAN ERTEN G., YAVUZ M.
GEOSCIENCES (Basel)
, vol.15, 2025 (ESCI, Scopus)
2025
20257. Analysis of Factors Affecting Electric Vehicle Range Estimation: A Case Study of the Eskisehir Osmangazi University Campus
POLAT A. A., BOZKURT KESER S., SARIÇİÇEK İ., YAZICI A.
SUSTAINABILITY
, vol.17, no.8, 2025 (SCI-Expanded, SSCI, Scopus)
2025
20258. Artificial Rabbits Optimization for Refining Extra Trees Regression in Accurate Electric Vehicle Range Prediction
BOZKURT KESER S.
IET Intelligent Transport Systems
, vol.19, no.1, 2025 (SCI-Expanded, Scopus)
2025
20259. Electric Vehicle Routing With Recharging Stations: Trade-Offs in Last-Mile Delivery
Keser S., SARIÇİÇEK İ., YAZICI A.
IET INTELLIGENT TRANSPORT SYSTEMS
, vol.19, no.1, 2025 (SCI-Expanded, Scopus)
2024
202410. A SMART DATA-DRIVEN DIAGNOSIS FRAMEWORK FOR LOWER BACK PAIN ANOMALY DETECTION
BOZKURT KESER S., OKYAY S., ADAR N.
CIT Review Journal , pp.37-42, 2024 (Peer-Reviewed Journal)
2023
202311. MAKİNE ÖĞRENİMİ VE HİPER PARAMETRE OPTİMİZASYONU İLE BİNALARDAKİ ENERJİ VERİMLİLİĞİ ANALİZİ
ZENGİN H. F., BOZKURT KESER S.
Uluborlu Mesleki Bilimler Dergisi , vol.6, no.2, pp.53-64, 2023 (Peer-Reviewed Journal)
2023
202312. A gradient boosting-based mortality prediction model for COVID-19 patients
Keser S., KESKİN K.
Neural Computing and Applications
, vol.35, no.33, pp.23997-24013, 2023 (SCI-Expanded, Scopus)
2023
202313. Prediction of Survival of Heart Failure Patients: An Application of Classification-Based Machine Learning Algorithms
BOZKURT KESER S., KESKİN K.
Afyon Kocatepe Üniversitesi Fen ve Mühendislik Bilimleri Dergisi
, vol.23, no.2, pp.362-369, 2023 (TRDizin)
2023
202314. Yazılım Hata Tahmininde Farklı Alt Örnekleme ve Üst Örnekleme Yöntemlerinin Kıyaslanması
ŞEN KAYA Ö., BOZKURT KESER S.
Bilgisayar Bilimleri ve Mühendisliği Dergisi
, vol.16, no.2, pp.147-160, 2023 (TRDizin)
2023
202315. Early stage diabetes prediction using decision tree-based ensemble learning model
SEN KAYA Ö., BOZKURT KESER S., KESKİN K.
International Advanced Researches and Engineering Journal
, vol.7, no.1, pp.62-71, 2023 (TRDizin)
2023
202316. A Novel Article Recommendation System Empowered by the Hybrid Combinations of Content-Based State-of-the-Art Methods
KUŞ İ., BOZKURT KESER S., OKYAY S.
International Journal of Applied Mathematics Electronics and Computers , vol.11, no.1, pp.1-12, 2023 (Peer-Reviewed Journal)
2022
202217. Explication of the Remote Education Through Department Statistics: ESOGU-CENG Case Study
CEYHAN M., KARTAL Y., BOZKURT KESER S., OKYAY S., ADAR N.
International Journal of Multidisciplinary Studies and Innovative Technologies , vol.6, no.1, pp.71-76, 2022 (Peer-Reviewed Journal)
2022
202218. Breast Cancer Diagnosis with Weighted Vote Based Ensemble Classification Algorithm
BOZKURT KESER S., KESKİN K.
Mühendislik bilimleri ve araştırmaları dergisi (Online) , vol.4, no.2, pp.112-120, 2022 (TRDizin)
2022
202219. HELA: A novel hybrid ensemble learning algorithm for predicting academic performance of students
Keser S., Aghalarova S.
EDUCATION AND INFORMATION TECHNOLOGIES
, vol.27, no.4, pp.4521-4552, 2022 (SSCI, Scopus)
2022
202220. Energy efficient routing and task scheduling for autonomous transfer vehicles in intra logistics
SARIÇİÇEK İ., Keser S., Cibi A., Ozdemir T., YAZICI A.
Kuwait Journal of Science
, vol.49, no.1, 2022 (SCI-Expanded, Scopus)
2022
202221. Application of AutoML Technique for Predicting Academic Performance of Students Öğrencilerin Akademik Performanslarının Tahmin Edilmesi için AutoML Tekniğinin Uygulanması
Aghalarova S., Keser S.
El-Cezeri Journal of Science and Engineering
, vol.9, no.2, pp.394-412, 2022 (Scopus)
2021
202122. Saldırı Tespit Sistemlerinde Topluluk Öğrenme Yöntemlerinin Kıyaslanması
KUŞ İ., BOZKURT KESER S., YOLAÇAN E. N.
European Journal of Science and Technology , no.31, pp.725-734, 2021 (TRDizin)
2021
202123. Response surface methodology to tune artificial neural network hyper-parameters
Bozkurt Keser S., Buruk Şahin Y.
Expert Systems
, vol.38, no.8, 2021 (SCI-Expanded, Scopus)
2021
202124. A comparison of machine learning algorithms for forecasting solar irradiance in Eskişehir, Turkey
Ayko O., BOZKURT KESER S.
International Journal of Applied Mathematics Electronics and Computers , vol.9, no.4, pp.103-109, 2021 (Peer-Reviewed Journal)
2021
202125. Grid Search Optimised Artificial Neural Network for Open Stope Stability Prediction
ERDOĞAN ERTEN G., BOZKURT KESER S., YAVUZ M.
International Journal of Mining, Reclamation and Environment
, vol.35, pp.600-617, 2021 (SCI-Expanded, Scopus)
2021
202126. Genetik Algoritma ile Eş Zamanlı Topla-Dağıt Araç Rotalama: İstanbul Anadolu Yakası için Bir Uygulama
BOZKURT KESER S., TOPRAK A., CİĞER F. E., DEMİRÖZ M., SARIÇİÇEK İ.
Journal of the Institute of Science and Technology
, vol.11, no.3, pp.1686-1699, 2021 (TRDizin)
2021
202127. Önerilen Yapay Sinir Ağı Algoritması ile Ortaokul Öğrencilerin Akademik Performansının Tahmini
AGHALAROVA S., BOZKURT KESER S.
Veri Bilimi , vol.4, no.2, pp.19-32, 2021 (Peer-Reviewed Journal)
2021
202128. The Development of a Novel Content-Based Academic Paper Recommendation System
Öz V. K., Deniz E., Bozkurt Keser S., Kartal Y., Okyay S.
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi , vol.2, no.2, pp.6-11, 2021 (Peer-Reviewed Journal)
2021
202129. İçerik tabanlı bilimsel yayın öneri sisteminde benzerlik ölçümlerinin incelenmesi
DENİZ E., ÖZ V. K., BOZKURT KESER S., OKYAY S., KARTAL Y.
DÜMF Mühendislik Dergisi
, vol.12, no.12, pp.221-228, 2021 (TRDizin)
2021
202130. Meme Kanseri Tümörlerinin Derin Öğrenme Algoritmaları ile Sınıflandırılması
ÖZGÜR S. N., BOZKURT KESER S.
Türk Doğa ve Fen Dergisi
, vol.10, 2021 (TRDizin)
2020
202031. İÇ LOJİSTİKTE OTONOM ROBOTLAR İÇİN GÖREV PLANLAMASI
BOZKURT KESER S., SARIÇİÇEK İ., YAZICI A.
Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi , vol.28, no.2, pp.94-106, 2020 (TRDizin)
2018
201832. A Multi-Criteria Decision Strategy to Select a Machine Learning Method for Indoor Positioning System
YAZICI A., BOZKURT KESER S., GÜNAL S., Yayan U.
INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS
, vol.27, no.5, 2018 (SCI-Expanded, Scopus)
2018
201833. An F-Score-Weighted Indoor Positioning Algorithm Integrating WiFi and Magnetic Field Fingerprints
BOZKURT KESER S., YAZICI A., GÜNAL S.
MOBILE INFORMATION SYSTEMS
, vol.2018, 2018 (SCI-Expanded, Scopus)
2016
201634. A MULTI CRITERIA HEURISTIC ALGORITHM FOR PERSONALIZED ROUTE PLANNING
BOZKURT KESER S., YAZICI A., GÜNAL S.
Anadolu University Journal of Science and Technology-A Applied Sciences and Engineering
, vol.17, no.2, pp.299-313, 2016 (TRDizin)
2016
201635. A priori verification and validation study of RFKON database
BOZKURT KESER S., Yayan U., YAZICI A., GÜNAL S.
International Journal of Computer Science: Theory and Application , vol.5, pp.20-27, 2016 (Peer-Reviewed Journal)
2016
201636. A Hybrid Algorithm for Automated Guided Vehicle Routing Problem
BOZKURT KESER S., SÖYLEYİCİ C.
International Journal of Intelligent Systems and Applications in Engineering , vol.4, pp.158-161, 2016 (TRDizin)
2016
201637. A Hybrid Approach for Indoor Positioning
BOZKURT KESER S., YAYAN U.
International Journal of Intelligent Systems and Applications in Engineering , vol.4, pp.162-165, 2016 (TRDizin)
Papers Presented at Peer-Reviewed Scientific Conferences
2024
20241. Adaptive Large Neighborhood Search Approach for Electric Vehicle Routing Problem
Ünal Y., Sarıçiçek İ., Bozkurt Keser S., Yazıcı A.
25.Otomatik Kontrol Ulusal Konferansı (TOK 2024), Konya, Turkey, 12 - 14 September 2024, pp.63-68, (Full Text)
2024
20242. Energy Efficient Path Analysis From the Perspective of Electric Vehicle Routing
Polat A. A., Bozkurt Keser S., Sarıçiçek İ., Yazıcı A.
25.Otomatik Kontrol Ulusal Konferansı (TOK 2024), Konya, Turkey, 12 - 14 September 2024, pp.88-93, (Full Text)
2023
20233. Makine Öğrenmesi Algoritmaları ile Yazılım Hata Tahmini
ŞEN Ö., BOZKURT KESER S.
3 th International Congress of Engineering and Natural Sciences Studies, 24 - 25 May 2023, (Full Text)
2023
20234. Doğal Dil İşleme Tekniklerinin Kullanimi ile Yeni Bir İçerik Tabanli Akademik Makale Öneri Sistemi
KUŞ İ., BOZKURT KESER S.
Uluslararası Bilişim Kongresi 2023(IIC2023), Turkey, 20 March 2023, (Full Text)
2022
20225. Explication of the Remote Education Through Department Statistics: ESOGU-CENG Case Study
Ceyhan M., Kartal Y., Bozkurt Keser S., Okyay S., Adar N.
ISAS2022 - 5th International Symposium on Innovative Approaches in Smart Technologies, Eskişehir, Turkey, 27 May 2022, (Full Text)
2020
20206. Comparison of Classification Algorithms On Early Stage Diabetes Risk Prediction Dataset By Using Orange Data Mining Software
BOZKURT KESER S.
V. INTERNATIONAL SCIENTIFIC AND VOCATIONAL STUDIES CONGRESS – (BILMES EN 2020), 12 - 15 December 2020, (Summary Text)
2020
20207. Prediction Of Secondary School Student Academic Performance Using Data Mining Algorithms
BOZKURT KESER S.
V. INTERNATIONAL SCIENTIFIC AND VOCATIONAL STUDIES CONGRESS – (BILMES EN 2020), 12 - 15 December 2020, (Summary Text)
2017
20178. A Two-Phase Indoor Positioning Algorithm using the Data of Wi-Fi and Magnetic Field
YAZICI A., BOZKURT KESER S., bolat u.
III International Conference on Engineering and Natural Sciences (ICENS-2017), Budapest, Hungary, 3 - 07 May 2017, pp.33, (Summary Text)
2017
20179. Performance Comparison of Back Propagation Neural Network and Extreme Learning Machine for Indoor Positioning System
BOZKURT KESER S., YAZICI A., GÜNAL S.
III International Conference on Engineering and Natural Sciences (ICENS-2017), Budapest, Hungary, 3 - 07 May 2017, pp.363, (Summary Text)
2017
201710. A comparison of tree-based algorithms for a hybrid indoor positioning dataset
BOZKURT KESER S., YAZICI A., GÜNAL S.
3rd International Conference on Engineering and Natural Sciences (ICENS 2017), Budapest, Hungary, 3 - 07 May 2017, pp.5, (Summary Text)
2017
201711. Integration of Classification Algorithms for Indoor Positioning System
YAZICI A., BOZKURT KESER S., GÜNAL S.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.267-270, (Full Text)
2017
201712. A Hybrid Fingerprint Based Indoor Positioning with Extreme Learning Machine
BOZKURT KESER S., YAZICI A., GÜNAL S.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text)
2016
201613. A HYBRID APPROACH FOR INDOOR POSITIONING
BOZKURT KESER S., yayan U., YAZICI A.
3rd International Conference on Advanced Technology & Sciences (ICAT'16), Konya, Turkey, 1 - 03 September 2016, pp.224-227, (Full Text)
2016
201614. A HYBRID ALGORITHM FOR AUTOMATED GUIDED VEHICLE ROUTING PROBLEM
söyleyici c., BOZKURT KESER S., YAZICI A.
3rd International Conference on Advanced Technology & Sciences (ICAT'16), Konya, Turkey, 1 - 03 September 2016, pp.166-169, (Full Text)
2016
201615. A Case Study of Optimal Decision Tree Construction for RFKON Database
BOZKURT KESER S., Yayan U.
International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Sinaia, Romania, 2 - 05 August 2016, (Full Text)
2015
201516. Dijkstra Algoritması ile Enerji Verimli Tren İşletimi
KESKİN K., KARAMANCIOĞLU A., BOZKURT KESER S.
Otomatik Kontrol Türk Milli Komitesi Ulusal Toplantısı (TOK2015), Denizli, Turkey, 10 - 12 September 2015, pp.999-1004, (Full Text)
2015
201517. A Survey on RF Mapping for Indoor Positioning
BOZKURT KESER S., YAZICI A., GÜNAL S., Yayan U.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.2066-2069, (Full Text)
2015
201518. A Comparative Study on Machine Learning Algorithms for Indoor Positioning
BOZKURT KESER S., ELİBOL SEÇİL G., GÜNAL S., Yayan U.
International Symposium on Innovations in Intelligent SysTems and Applications (INISTA 2015), Madrid, Spain, 2 - 04 September 2015, pp.47-54, (Full Text)
2015
201519. A Novel Multi-Sensor and Multi-Topological Database for Indoor Positioning on Fingerprint Techniques
BOZKURT KESER S., YAZICI A., GÜNAL S., Yayan U., Inan F.
International Symposium on Innovations in Intelligent SysTems and Applications (INISTA 2015), Madrid, Spain, 2 - 04 September 2015, pp.55-61, (Full Text)
2015
201520. Classifier Selection for RF Based Indoor Positioning
BOZKURT KESER S., GÜNAL S., Yayan U., Bayar V.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.791-794, (Full Text)
2012
201221. Trafik Sinyal Kontrol Probleminin Sezgisel Algoritma ile Çözülmesi
KESKİN K., YAZICI A., BOZKURT KESER S., BİLGİÇ Ş., KARACASU M.
Otomatik Kontrol Türk Milli Komitesi Ulusal Toplantısı (TOK2012), Niğde, Turkey, 11 - 13 October 2012, pp.779-783, (Full Text)
2012
201222. A multicriteria route planning approach considering driver preferences
BOZKURT KESER S., YAZICI A., KESKİN K.
2012 IEEE International Conference on Vehicular Electronics and Safety (ICVES 2012), Istanbul, Turkey, 24 - 27 July 2012, pp.324-328, (Full Text)
Books
2021
20211. İç ortam Konumlandırma Sistemleri ve Konum Tabanlı Uygulamalar
YAZICI A., BOZKURT KESER S., YAYAN U.
in: Yapay Zeka ve Büyük Veri: Endüstri 4.0 ve Yapay Zeka, Sağıroğlu Şeref, Demirezen Mustafa Umut, Yazıcı Ahmet, Editor, Nobel Yayınevi, pp.183-214, 2021
Funded Projects
2021 - 2024
2021 - 2024İçerik-tabanlı Yeni Bir Akademik Makale Öneri Sistemi
Project Supported by Higher Education Institutions , BAP Research Project
BOZKURT KESER S. (Executive), SARIÇİÇEK İ., ÖZ V., DENİZ E.