Res. Asst.
Hatice KOÇ
Management Information Systems

- Phone
- +90 (262) 605 14 44
- haticekoc@gtu.edu.tr
- Office
- Business Administration Building, 109
- Office hours
- Areas of interest
- Medical Informatics,Computer-aided Diagnosis and Detection Systems, Business Analytics, Machine Learning, Deep Learning
Journal Articles
[1] Koç, H.; Hızıroğlu, A.; Erbaycu, A. E.. (2023). A Classification Application on Chest X Ray Images for the Detection of Tuberculosis Disease by Employing Deep Convolutional Neural Networks, Artificial Intelligence Theory and Applications, 3 (1), pp. 51-64.
Projects
[1] Scientific Research Project (BAP): Requirement Analysis for Real Time Data Analytics System within the Scope of a Smart University (Reseach Scholar). Project Duration: February 2021 - February 2022. İzmir Bakırçay University.
Book Chapters
[1] Koç, H.; Zidelkhir, A.; Tolun Tayalı, S.; Erol, Ç.. (2024). Improving Cardiovascular Diseases Drediction Using Ensemble Learning Techniques and Dimensionality Reduction. Medical Informatics IV. IU Press.
[2] Akkol, E.; Koç, H.; Doğan, O.; Köstepen, Z. N.; Demir, Y.; Hızıroğlu, A.; Türsel Eliiyi, D.. (2023). Requirement Analysis of Data Analytics Software Within the Scope of a Smart University. Smart Urban Computing Applications. River Publishers. (Taylor and Francis Group) (SCOPUS)
Conference Proceedings
[1] Koç, H.; Bozbuğa, N.; Gülseçen, S.. (2024). A Systematic Review on Detection of Aortic Dissection by Utilizing Deep Learing. International Conference Automatics and Informatics' 2024. Bulgaria, 10-12 October. (IEEE, and SCOPUS)
[2] Koç, H.; Özdenizci Köse, B.; Huseynov, F.. (2023). A Systematic Overview of Nomophobia Studies.International Antalya Scientific Research and Innovative Studies Congress-VI. Turkey, 2-4 December.
[3] Koç, H.; Huseynov, F.; Özdenizci Köse, B.. (2023). An Investigation on the Nomophobia Tendencies of University Students in Türkiye. International Antalya Scientific Research and Innovative Studies Congress-VI. Turkey, 2-4 December.
[4] Koç, H.; Zidelkhir, A.; Tolun Tayalı, S.; Erol, Ç.. (2023). Improving Cardiovascular Diseases Drediction Using Ensemble Learning Techniques and Dimensionality Reduction. 3rd International Congress on Medical Informatics. Turkey, 28-30 September.
[5] Koç, H.; Erdoğan, A. M.; Barjakly, Y.; Peker, S.. (2020). UML Diagrams in Software Engineering Research: A Systematic Literature Review. The 7th International Management Information Systems Conference (IMISC2020), Turkey, 9-11 December.
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Third Cycle (Doctoral): İstanbul University, Institute Of Graduate Studies In Sciences, Department of Informatics (Turkish) (2023-...)
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Second Cycle (Master's): İzmir Bakırçay University, Graduate Education Institute, Department of Management Information Systems (English) (2019-2022)
Ankara Yıldırım Beyazıt University, Social Sciences Institute, Department of Management Information Systems (English) (2018-2019) -
First Cycle (Undergraduate): Ankara Yıldırım Beyazıt University, Business School, Management Information Systems (English) (2012-2018)
Dumlupınar University, Faculty of Economics and Administrative Sciences, Public Administration (Turkish) (2007-2011)