Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Machine learning techniques in cardiac risk assessment

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

Articles Published in Other Journals

A Comprehensive Study on Bias in Artificial Intelligence Systems: Biased or Unbiased AI, That’s The Question!

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

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

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

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

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

Prediction of Fuel Tankering in Aviation Industry with Machine Learning Algorithms

Journal of Aeronautics and Space Technologies, vol.14, no.1, pp.19-34, 2021 (Peer-Reviewed Journal)

Bilişim Alanında Öğrenim Gören Lisansüstü Öğrencilerin Sanal Gerçeklik Algıları

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

Assessing E-Learning Readiness of Instructors in Turkey

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

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

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

Refereed Congress / Symposium Publications in Proceedings

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

International Symposium for Production Research, 7 - 09 October 2021 Sustainable Development

Brain-inspired Weighted Normalization for CNN Image Classification

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

Veri Madenciliği ile Futbolda Başarıya Giden Yol Haritası

12. İstanbul Bilişim Kongresi, İstanbul, Turkey, 06 December 2018, pp.50-51

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

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

Metin Madenciliği ile Türkçe Bir Dergi Öneri Sisteminin Geliştirilmesi

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

Classification of Mammography Images by Machine Learning Techniques

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

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

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

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

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

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

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

Predicting E-Learning Readiness of Learners with Data Mining Techniques

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

Demokrasinin Gelişiminde Bilişimin Önemi ve Ülkelerin Karşılaştırmalı Analizi

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

Awareness of Electronic Waste (E-Waste) in Turkey

6th International Symposium on Energy From Biomass and Waste Venice 2016, Venice, Italy, 14 - 17 November 2016

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

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

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

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

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

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

k-Ortalamalar Algoritmasıyla Ülkelerin Bilişim Alanında Kümelenmesi

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

Aspects Of Students About Information Technology Courses In Social Science

International Educational Technology Conference, Illinois, United States Of America, 3 - 05 September 2014, pp.119-127

Assessing E-learning Readiness of Instructors in Turkey

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

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

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

Assessing E-Learning Readiness of Learners in Turkey

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

Bilgi Ekonomisi Üzerine Bir Çalışma

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

Kalp Hastalarının Sağlık Bilgisine Erişmede İnternet Kullanımı

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

Introduction to Infonomics

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

Kamu Kurumlarında Elektronik İmza Hakkında Karşılaştırmalı Bir Çalışma

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

E-Üniversite'ye Yolculuk

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

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

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

Türkçeleştirebilişim

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

Online Ödev Teslim Süreci Uygulaması

Akademik Bilişim 2011, Malatya, Turkey, 2 - 04 February 2011, pp.791-794 Creative Commons License

Bir Online Anket Sistemi İçin Yol Haritası

Akademik Bilişim 2011, Malatya, Turkey, 2 - 04 February 2011, pp.395-402 Creative Commons License

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

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

Organizasyonlarda Bilgi Yönetimi Sürecinde Veri Madenciliği Yaklaşımı

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

Bir Harmanlanmış Öğrenme Yöntemi Eğitim Aracı: Podcast

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

Books & Book Chapters

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

in: Digitizing Production Systems, Numan M. Durakbasa,M. Güneş Gençyılmaz, Editor, Springer Nature, Aarau, pp.3-14, 2022

What is deep learning and how has it helped the COVID-19 pandemic?

in: Handbook of Research on Interdisciplinary Perspectives on the Threats and Impacts of Pandemics, Omeraki Çekirdekci Ş.,İngün Karkış Ö.,Gönültaş S., Editor, IGI Global, New York, pp.337-360, 2021

Machine Learning and Artificial Intelligence

in: Medical Informatics, Bozbuğa N.,Gülseçen S., Editor, Istanbul University Press, İstanbul, pp.145-163, 2021

Big Data in Education: a Case Study On Predicting E-learning Readiness of Learners With Data Mining Techniques

in: Who Runs the World: Data, Sevinç Gülseçen,Emre Akadal,Sushil K. Sharma, Editor, Istanbul University Press, İstanbul, pp.145-163, 2020 Sustainable Development

Futbolda Başarıya Giden Yolda Veri Madenciliği Uygulaması

in: Bilişimde Güncel Uygulamalar, Cengizhan C.,Kartal E.,Balaban M.E., Editor, Çağlayan Kitabevi, İstanbul, pp.121-135, 2020

Destek Vektör Makineleri: Teori ve R Dili ile Bir Uygulama

in: Veri Madenciliği ve Makine Öğrenmesi Temel Kavramlar, Algoritmalar, Uygulamalar, Balaban ME., Kartal E., Editor, Çağlayan Kitabevi, İstanbul, pp.207-241, 2019

Dengesiz Veriden Öğrenme: Üstün Zekalı ve Yetenekli Öğrencilerin Sınıflandırılması

in: Veri Madenciliği ve Makine Öğrenmesi Temel Kavramlar, Algoritmalar, Uygulamalar, Balaban M.E, Kartal E., Editor, Çağlayan Kitabevi, İstanbul, pp.349-389, 2019

Otomotiv Sektöründe Twitter Veri Analizi: Pazarda Daha önde Olabilmek İçin İpuçları

in: Yönetim Bilişim Sistemlerinde Gündem, Gülseçen S., Selçukcan Erol Ç., Ayvaz Reis Z., Gezer M., Editor, Çağlayan Kitabevi, İstanbul, pp.49-61, 2018

CRM Yazılımı Seçiminde Kullanılmak Üzere Web Tabanlı Bir Karar Destek Sisteminin Geliştirilmesi

in: Yönetim Bilişim Sistemlerinde Gündem, Gülseçen S., Selçukcan Erol Ç., Ayvaz Reis Z., Gezer M., Editor, Çağlayan Kitabevi, İstanbul, pp.177-187, 2018

Analysis of a Learning Management System by Using Google Analytics: A Case Study from Turkey

in: Technology Management in Organizational and Societal Contexts, Borchers A., Editor, Igı Global Publications, Pennsylvania, pp.198-220, 2018

Dengesiz Veri Setlerinde Sınıflandırma

in: Mühendislikte Yapay Zeka ve Uygulamaları, Torkul O., Gülseçen S., Uyaroğlu Y., Çağıl G. ve Uçar M. K., Editor, Sakarya Üniversitesi Kütüphanesi Yayınevi, Sakarya, pp.109-131, 2017

Yapay Zekâ ve Yapay Sinir Ağları

in: Bilgisayar Bilimine Giriş, Çölkesen T. R., Aliefendioğlu O., Editor, Papatya Bilim Kitabevi, İstanbul, pp.523-558, 2017

Eğitimde Büyük Veri

in: Eğitim Teknolojileri Okumaları 2017, Odabaşı H. F., Akkoyunlu B., İşman A., Editor, Tojet, Sakarya, pp.106-118, 2017

Shiny ile R Uygulaması Geliştirme ve Kalp Riskini Değerlendirmeye İlişkin Web Destekli Bir Örnek Çalışma

in: R ile Veri Madenciliği Uygulamaları, Balaban M. E., Kartal E., Editor, Çağlayan Kitabevi, İstanbul, pp.257-295, 2016

Veri Madenciliği Süreci ve Futbol Maç Sonuçlarının Öngörülmesine İlişkin Bir Uygulama

in: R ile Veri Madenciliği Uygulamaları, Balaban M. E., Kartal E., Editor, Çağlayan Kitabevi, İstanbul, pp.1-24, 2016

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

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

C ile Programlamaya Giriş

İstanbul Üniversitesi Yayınları, İstanbul, 2011

Other Publications

Temel R

Other, pp.1-3, 2018