Assoc. Prof. ELİF KARTAL

Publication Network

Articles 26

1. p-Adic Distance Functions and Comparative Performance Analysis of Distance Functions with the k-NN Classifier

KARTAL E., ÇALIŞKAN F., ESKİŞEHİRLİ B. B., ÖZEN Z.

JOURNAL OF CLASSIFICATION , 2026 (SCI-Expanded, SSCI, Scopus)

2. Investment analytics using association rule mining (Finassociations)

KARTAL E., BALABAN M. E., ÖZEN Z.

International Journal of Computational Economics and Econometrics , vol.16, no.1, pp.3-32, 2026 (ESCI, Scopus)

3. Using machine learning algorithms to cluster and classify stone pine (Pinus pinea L.) populations based on seed and seedling characteristics

Çalışkan S., Kartal E., Balekoğlu S., Çalışkan F.

EUROPEAN JOURNAL OF FOREST RESEARCH , vol.143, no.3, 2024 (SCI-Expanded, Scopus)

4. p-adic distance and k-Nearest Neighbor classification

Kartal E., Çalişkan F., Eskişehirli B. B., Özen Z.

Neurocomputing , vol.578, 2024 (SCI-Expanded, Scopus)

5. AN INTELLIGENT POSTOPERATIVE CHRONIC PAIN PREDICTION SYSTEM (I-POCPP)

Kartal E., Kocoglu F. O., Özen Z., Emre İ. E., Gungor G., Bozkurt P. S.

JOURNAL OF ISTANBUL FACULTY OF MEDICINE-ISTANBUL TIP FAKULTESI DERGISI , vol.85, no.3, pp.416-424, 2022 (Scopus) Sustainable Development

6. A Comprehensive Study on Bias in Artificial Intelligence Systems: Biased or Unbiased AI, That's the Question!

KARTAL E.

International Journal of Intelligent Information Technologies , vol.18, no.1, 2022 (ESCI, Scopus)

7. TEACHER NOMINATION IN IDENTIFYING GIFTED AND TALENTED STUDENTS: EVIDENCE FROM TURKEY

Biber M., KÖSE BİBER S., Ozyaprak M., KARTAL E., CAN T., ŞİMŞEK İ.

THINKING SKILLS AND CREATIVITY , vol.39, 2021 (SSCI, Scopus) Sustainable Development

8. CHANGING STATUS OF GLOBAL COVID-19 OUTBREAK IN THE WORLD AND IN TURKEY AND CLUSTERING ANALYSIS

KARTAL E., Balaban M. E., Bayraktar B.

JOURNAL OF ISTANBUL FACULTY OF MEDICINE-ISTANBUL TIP FAKULTESI DERGISI , vol.84, no.1, pp.9-19, 2021 (ESCI, Scopus, TRDizin) Sustainable Development

9. Prediction of Fuel Tankering in Aviation Industry with Machine Learning Algorithms

Yılmaz İ. G., Kartal E., Özen Z., Gülseçen S.

Havacılık ve Uzay Teknolojileri Dergisi , vol.14, no.1, pp.19-34, 2021 (TRDizin)

10. Asking the Right Questions to Nominate A Student as Gifted and Talented: A Machine Learning Approach

Kartal E., Özyaprak M., Özen Z., Şimşek İ., Köse Biber S., Biber M., et al.

Bilişim Teknolojileri Dergisi , vol.13, no.4, pp.385-400, 2020 (TRDizin)

11. A Model Proposal to Determine Learning Styles of Students by Using Machine Learning Techniques and Kolb Learning Styles Inventory

Kartal E., Köse Biber S., Biber M., Özyaprak M., Şimşek İ., Can T.

Kastamonu Üniversitesi Kastamonu Eğitim Dergisi , vol.27, no.5, pp.1875-1892, 2019 (TRDizin)

12. Bir Öğrenci Bilgi Sisteminin Kullanılabilirliğinin Makine Öğrenmesi Teknikleriyle Tahmin Edilmesi

Demirkol D., Kartal E., Şeneler Ç., Gülseçen S.

Veri Bilimi , vol.2, no.1, pp.10-18, 2019 (Peer-Reviewed Journal)

13. Bilişim Alanında Öğrenim Gören Lisansüstü Öğrencilerin Sanal Gerçeklik Algıları

Selçuk M., Bütün M., Kartal E., Gülseçen S.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.7, no.1, pp.284-301, 2019 (TRDizin)

14. Analysis of the incidence and predictive factors of chronic postoperative pain in adult population

Sutaş Bozkurt A. P., Özen Z., Kartal E., Emre I. E., Koçoğlu Bakioğlu F. Ö., Erol Ç., et al.

İzmir Tepecik Eğitim Hastanesi Dergisi , vol.28, no.2, pp.89-94, 2018 (TRDizin)

15. Machine learning techniques in cardiac risk assessment

Kartal E., Balaban M. E.

TURK GOGUS KALP DAMAR CERRAHISI DERGISI-TURKISH JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY , vol.26, no.3, pp.394-401, 2018 (SCI-Expanded, Scopus, TRDizin)

16. Site-içi Aramalar ve Apriori Algoritması Kullanılarak Web Sitesi Ziyaretçilerinin İhtiyaç Tespitine Yönelik Bir Örnek Olay İncelemesi

Budak V. Ö., Kartal E., Gülseçen S.

Bilişim Teknolojileri Dergisi , vol.11, no.2, pp.211-222, 2018 (TRDizin) Sustainable Development

17. A Case Study on Improving E-Learning Services Using Google Analytics in Turkey

Ozen Z., Kartal E., Emre I. E.

INTERNATIONAL JOURNAL OF E-ADOPTION , vol.9, no.1, pp.26-37, 2017 (ESCI)

18. Fen Bilimleri ve Sosyal Bilimler Alanlarındaki Öğrencilerin Eğitimde Bilgi Teknolojilerine Bakış Açısı İstanbul Üniversitesi İncelemesi

Emre İ. E., Kartal E., Gülseçen S.

Hasan Ali Yücel Eğitim Fakültesi Dergisi , vol.13, no.26, pp.1-15, 2016 (TRDizin)

19. Assessing E-Learning Readiness of Instructors in Turkey

Sharma S. K., Gülseçen S., Özen Z., Kartal E.

Istanbul Journal of Innovation in Education , vol.1, no.3, pp.13-28, 2015 (Peer-Reviewed Journal)

20. A Roadmap to Implement Rapid Transition as a Proposal of e-Learning Model

Balaban M. E., Kartal E.

International Journal of E-Adoption , vol.6, pp.46-62, 2014 (ESCI, Scopus) Sustainable Development

21. Organizasyonlarda İçerik Yönetim Sistemi Seçimi İçin Bir Karar Destek Sistemi Geliştirilmesi (Developing a Decision Support System to Select Content Management System in Organizations)

Kartal Karataş E., Özen Z., Üstünkaya M. E., Zaim Gökbay İ., Yarman B. S.

AMERICAN SOCIOLOGICAL REVIEW , vol.10, no.40, pp.155-162, 2013 (TRDizin)

22. Comparison of On-line and F2F Education Methods in Teaching Computer Programming

GÜLSEÇEN S., AYVAZ REİS Z., EROL Ç., KARTAL E., ŞİMŞEK İ., GEZER M., et al.

World Journal on Educational Technology , vol.5, no.2, pp.291-300, 2013 (Scopus) Sustainable Development

23. Teaching computer programming online or face to face: a quantitative study

Gülseçen S., Ayvaz Reis Z., Erol Ç., Kartal E., Gezer M., Şimşek İ., et al.

Global Journal on Technology, , vol.1, pp.1093-1099, 2012 (Peer-Reviewed Journal)

24. Can Geogebra Make Easier The Understanding Of Cartesian Co-Ordinates? A Quantitative Study In Turkey

Gülseçen S., Kartal Karataş E., Koçoğlu F. Ö.

International Journal on New Trends in Education and Their Implications - IJONTE , vol.3, no.4, 2012 (Peer-Reviewed Journal)

25. Cloud Computing And Some Scenarios For Its Application In Universities

Selçukcan Erol Ç., Kartal Karataş E., Özen Z., Gülseçen S.

European Researcher , vol.30, no.9, pp.1515-1526, 2012 (Peer-Reviewed Journal)

26. A Study on the Role of Open Education Faculty, the Leader of Distance Learning in Turkey, in Higher Education and its Educational-Social Dynamics

KARATAŞ T., KARTAL E.

INTERNATIONAL JOURNAL OF E-ADOPTION , vol.3, no.1, pp.1-12, 2011 (ESCI)

Papers Presented at Peer-Reviewed Scientific Conferences 44

1. AI Readiness and Economy Categories: Clustering Analysis Based on GAIRI 2024 Across Countries

Özcan K., Kartal E., Özen Z.

12th International Management Information Systems Conference, Ankara, Turkey, 23 - 25 October 2025, (Unpublished)

2. Challenges with AI Adoption in Social Sciences Teaching

Çetin G., Karatay C., Kartal E., Şahin M. A., Çiftçi İ.

III. International Congress of Social Sciences (Congist’24): Social Sciences and Artificial Intelligence: Theory and Practice, İstanbul, Turkey, 18 - 20 December 2024, (Summary Text) Sustainable Development

3. Using Generative AI Tools in Business Functions

Özcan K., Özkan B., Iliş E., Özen Z., Kartal E.

11th International Management Information Systems Conference, Konya, Turkey, 24 - 26 October 2024, pp.29-30, (Summary Text)

4. k-Nearest Neighbor Algorithm with The p-Adic Distance Function in Regression Task

Kartal E., Çalışkan F., Eskişehirli B. B., Özen Z., Yıldız I., Öztürk I.

11th International Management Information Systems Conference, Konya, Turkey, 24 - 26 October 2024, pp.47-48, (Summary Text)

5. Artificial Intelligence, Machine Learning, and Deep Learning

Kartal E.

İstanbul Esenyurt Üniversitesi 1. Yönetim Bilimleri Sempozyumu: Yapay Zeka ve Dijital Dönüşüm, İstanbul, Turkey, 20 May 2024, pp.3-4, (Summary Text)

6. A Comparative Analysis on Improving Covid-19 Prediction by Using Ensemble Learning Methods

KARTAL E.

21st International Symposium on Production Research (ISPR) - Digitizing Production System, ELECTR NETWORK, 7 - 09 October 2021, pp.3-14, (Full Text)

7. Brain-inspired Weighted Normalization for CNN Image Classification

Pan X., Sanchez Giraldo L. G., Kartal E., Schwartz O.

The International Conference on Learning Representations (ICLR 2021), How Can Findings About The Brain Improve AI Systems? Workshop, 3 - 07 May 2021, pp.1-6, (Full Text)

8. Deprem Öngörüsünde Makine Öğrenmesi Algoritmalarının Kullanımına İlişkin Bir Çalışma

Çınar A., Kartal E., Sarul L. S., Balaban M. E.

13. İstanbul Bilişim Kongresi, İstanbul, Turkey, 05 December 2019, pp.41-42, (Summary Text)

9. Veri Madenciliği ile Futbolda Başarıya Giden Yol Haritası

BALABAN M. E., KARTAL E.

12. İstanbul Bilişim Kongresi, İstanbul, Turkey, 06 December 2018, pp.50-51, (Summary Text)

10. Predicting Usability of a Student Information System by Using Machine Learning Techniques

Demirkol D., Kartal E., Şeneler Ç., Gülseçen S.

International Conference on Data Science and Applications, Yalova, Turkey, 4 - 07 October 2018, vol.1, pp.106-107, (Summary Text)

11. Metin Madenciliği ile Türkçe Bir Dergi Öneri Sisteminin Geliştirilmesi

Kartal E., Emre İ. E., Özen Z.

XX. Akademik Bilişim Konferansı, Karabük, Turkey, 31 January - 02 February 2018, pp.11, (Full Text)

12. Classification of Mammography Images by Machine Learning Techniques

Bektas B., Entre I. E., Kartal E., Gulsecen S.

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.580-585, (Full Text) Sustainable Development

13. Developing Web Based Decision Support System for Customer Relationship Management (CRM) Software Selection

Ülker D., Barış M., Özen Z., Kartal E.

4th International Management Information Systems Conference, İstanbul, Turkey, 17 - 20 October 2017, pp.183, (Summary Text)

14. Twitter Data Analysis in Automotive Sector: Tips for Driving Faster in Market

Yılmaz İ. G., Aygün D., Kartal E., Özen Z.

4th International Management Information Systems Conference, İstanbul, Turkey, 17 - 20 October 2017, pp.57, (Summary Text)

15. Predicting E-Learning Readiness of Learners with Data Mining Techniques

Özen Z., Kartal E., Emre İ. E., Gülseçen S., Sharma S. K.

The International Educational Technology Conference (IETC) 2017, Massachusetts, United States Of America, 16 - 18 August 2017, (Summary Text)

16. Asking Right Questions for Identification of Gifted and Talented Student Candidates: A Machine Learning Approach

Kartal E., Özyaprak M., Özen Z., Şimşek İ., Köse Biber S., Biber M., et al.

The International Educational Technology Conference (IETC) 2017, Massachusetts, United States Of America, 16 - 18 August 2017, vol.2, pp.272, (Summary Text)

17. Demokrasinin Gelişiminde Bilişimin Önemi ve Ülkelerin Karşılaştırmalı Analizi

Balaban M. E., Kartal E.

33. Ulusal Bilişim Kurultayı, Ankara, Turkey, 8 - 09 December 2016, pp.55-60, (Full Text)

18. A Case Study on Improving E-Learning Services Using Google Analytics in Turkey

Özen Z., Kartal E., Emre İ. E.

6th International Conference on "Innovations in Learning for the Future" 2016: Next Generation, İstanbul, Turkey, 24 - 26 October 2016, pp.73, (Summary Text)

19. An Artificial Neural Network Approach to Predict Software Project Effort: One-Class vs. Binary Classification

Kartal E., Özen Z., Gülseçen S.

3rd International Management Information Systems Conference, İzmir, Turkey, 6 - 08 October 2016, pp.206-216, (Full Text)

20. OLDER AGE IS RELATED WITH HIGHER POCP IN ADULT PATIENT POPULATION IN TURKEY-PRELIMINARY REPORT

Bozkurt P., Gungor G., Ozen Z., Unlusoy E. O., Ugur O., Sayilgan C., et al.

16th World Congress of Anaesthesiologists (WCA), Hong Kong, PEOPLES R CHINA, 28 August - 02 September 2016, vol.123, pp.367, (Summary Text)

21. k-Ortalamalar Algoritmasıyla Ülkelerin Bilişim Alanında Kümelenmesi

Balaban M. E., Kartal E.

TBD 32. Ulusal Bilişim Kurultayı, Ankara, Turkey, 3 - 05 December 2015, pp.112-117, (Full Text)

22. Interpet: Evcil Hayvan Sağlığı Hakkında Bilgiye Erişim Kaynağı Olarak İnternet

Erol Ç., Koçoğlu F. Ö., Özen Z., Kartal E., Gülseçen S.

XVII. Akademik Bilişim Konferansı, Eskişehir, Turkey, 4 - 06 February 2015, pp.434-441, (Full Text)

23. Aspects of Students about Information Technology Courses in Social Science

Koçoğlu F. Ö., Kartal E., Ozen Z., Selcukcan Erol Ç., Gulsecen S.

International Educational Technology Conference IETC, Illinois, United States Of America, 3 - 05 September 2014, vol.176, pp.148-154, (Full Text)

24. Aspects Of Students About Informatıon Technology Courses In Socıal Scıence

KOÇOĞLU F. Ö., KARTAL E., ÖZEN Z., EROL Ç., GÜLSEÇEN S.

IETC, International Educational Technology Conference, Chicago, United States Of America, 3 - 05 September 2014, (Summary Text)

25. Assessing E-learning Readiness of Instructors in Turkey

Sharma S. K., Gülseçen S., Özen Z., Kartal E.

5th International Future-Learning Conference on Innovations in Learning for the Future 2014: e-Learning, İstanbul, Turkey, 5 - 07 May 2014, pp.7, (Summary Text)

26. Assessing E-Learning Readiness of Learners in Turkey

Sharma S. K., Gülseçen S., Özen Z., Kartal E.

5th International Future-Learning Conference on Innovations in Learning for the Future 2014: e-Learning, İstanbul, Turkey, 5 - 07 May 2014, pp.9, (Summary Text)

27. Distance Learning in Turkey and a Proposal of Organizational Model for Distance Learning

Kartal E., Balaban M. E.

5th International Future-Learning Conference on Innovations in Learning for the Future 2014: e-Learning, İstanbul, Turkey, 5 - 07 May 2014, pp.17, (Summary Text)

28. Bilgi Ekonomisi Üzerine Bir Çalışma

Özen Z., Kartal Karataş E., Selçukcan Erol Ç., Koçoğlu F. Ö.

XVI. Akademik Bilişim Konferansı, Mersin, Turkey, 5 - 07 February 2014, pp.239-245, (Full Text)

29. Kalp Hastalarının Sağlık Bilgisine Erişmede Internet Kullanımı

ÖZEN Z., KARTAL E., EROL Ç., BÜYÜKKUTLU F.

18. Türkiye’de İnternet Konferansı, Inet- tr 13, Turkey, 9 - 11 December 2013, (Full Text)

30. Kalp Hastalarının Sağlık Bilgisine Erişmede İnternet Kullanımı

Özen Z., Kartal E., Erol Ç., Selçukcan Büyükkutlu F.

XVIII. Türkiye'de İnternet Konferansı, İstanbul, Turkey, 9 - 11 December 2013, pp.165-169, (Full Text)

31. Introduction to Infonomics

Kartal E., Özen Z., Koçoğlu F. Ö.

International Congress on Studies "in Frame of Informatics" : Infonomics, İstanbul, Turkey, 14 November 2013, pp.21, (Full Text)

32. Kamu Kurumlarında Elektronik İmza Hakkında Karşılaştırmalı Bir Çalışma

Selçukcan Erol Ç., Koçoğlu F. Ö., Özen Z., Kartal E.

6th International Conference on Information Security and Cryptology, Ankara, Turkey, 20 - 21 September 2013, pp.111-115, (Full Text)

33. Yerel Yönetimlerde E-Devlet Uygulamaları: İstanbul İli Ve Belediye Yönetimlerinde Kullanılan E-Devlet Hizmetlerinin Değerlendirilmesi

Ecevit Satı Z., Özen Z., Koçoğlu F. Ö., Kartal Karataş E., Selçukcan Erol Ç.

VI. İstanbul Bilişim Kongresi, İstanbul, Turkey, 7 - 08 November 2012, pp.61-75, (Full Text)

34. E-Üniversite'ye Yolculuk

Ecevit Satı Z., Kartal Karataş E., Özen Z., Koçoğlu F. Ö., Selçukcan Erol Ç.

XV. Akademik Bilişim Konferansı, Antalya, Turkey, 23 - 25 January 2013, pp.355-360, (Full Text)

35. The Evaluating of Innovation Studies (Efforts) at Higher Education System in Turkey and Developing an Innovation Guideline for Universities

Ecevit Satı Z., Kartal Karataş E.

International Conference on IT Applications and Management 2012, İstanbul, Turkey, 1 - 04 June 2012, pp.52-61, (Full Text)

36. Can Geogebra Make Easier TheUnderstanding Of Cartesian Co-Ordinates? A Quantitative Study in Turkey

Gülseçen S., Kartal Karataş E., Koçoğlu F. Ö.

International Conference on New Trends in Education and Their Implications - ICONTE, Antalya, Turkey, 26 - 28 April 2012, pp.160, (Summary Text)

37. Türkçeleştirebilişim

Kartal Karataş E., Selçukcan Erol Ç., Gülseçen S.

XIV. Akademik Bilişim Konferansı Bildirileri, Uşak, Turkey, 1 - 03 February 2012, pp.489-496, (Full Text)

38. Online Ödev Teslim Süreci Uygulaması

Satman G., Ayvaz Reis Z., Kartal Karataş E.

Akademik Bilişim 2011, Malatya, Turkey, 2 - 04 February 2011, pp.791-794, (Full Text)

39. Bir Online Anket Sistemi İçin Yol Haritası

Uğraş T., Ayvaz Reis Z., Kartal Karataş E.

Akademik Bilişim 2011, Malatya, Turkey, 2 - 04 February 2011, pp.395-402, (Full Text)

40. Reflections on the First Eurasia Meeting of GeoGebra: Experiences met on where continents meet

Gülseçen S., Ayvaz Reis Z., Kabaca T., Kartal Karataş E.

First North American GeoGebra Conference, New-York, United States Of America, 26 - 28 July 2010, pp.172-179, (Full Text)

41. Organizasyonlarda Bilgi Yönetimi Sürecinde Veri Madenciliği Yaklaşımı

Çankırı S., Kartal Karataş E., Yıldırım K., Gülseçen S.

ÜNAK'09 Bilgi Çağında Varoluş: ”Fırsatlar ve Tehditler” Sempozyumu, İstanbul, Turkey, 1 - 02 October 2009, pp.148-167, (Full Text)

42. Etkin Müşteri Hizmetleri İçin E Öğrenme Portalı Önerisi

KARTAL E., YAZICI S., AYVAZ REİS Z., EROL Ç.

Akademik Bilişim 2009, Urfa, Turkey, 11 - 13 February 2009, pp.497-501, (Full Text)

43. Bir Harmanlanmış Öğrenme Yöntemi Eğitim Aracı: Podcast

Ayvaz Reis Z., Kartal E., Çelik S., Özcan P.

III. Istanbul Bilişim Kongresi: Yönetişim, İstanbul, Turkey, 1 - 04 May 2009, pp.25-32, (Full Text)

44. Etkin Müşteri Hizmetleri için Müşteri Bilgilendirme E-Öğrenme Portalı Önerisi

Kartal Karataş E., Yazıcı S., Ayvaz Reis Z., Erol Ç.

Akademik Bilişim 2009, Şanlıurfa, Turkey, 11 - 13 February 2009, pp.497-501, (Full Text)

Books 26

25. A Study on The Role of Open Education Faculty, the leader of Distance Learning in Turkey, in Higher Education and Its Educational - Social Dynamics

Karataş T., Kartal Karataş E.

in: "Adoption Of Virtual Technologies For Business, Educational, And Governmental Advancements, Sharma, S. K., Editor, IGI Global, Pennsylvania, pp.162-180, 2012

26. C ile Programlamaya Giriş

GÜLSEÇEN S., KARTAL KARATAŞ E.

İstanbul Üniversitesi Yayınları, İstanbul, 2011

Other Publications 1

1. Temel R

Kartal E.

Other, pp.1-3, 2018

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