Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Machine learning techniques in cardiac risk assessment

TURK GOGUS KALP DAMAR CERRAHISI DERGISI-TURKISH JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, vol.26, pp.394-401, 2018 (Journal Indexed in SCI) identifier identifier identifier

Articles Published in Other Journals

Changing Status of Global Covid-19 Outbreak in The World and in Turkey and Clustering Analysis

Journal of İstanbul Faculty of Medicine, vol.84, no.1, pp.9-19, 2021 (Journal Indexed in ESCI)

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 (International Refereed University Journal)

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

International Journal of Informatics Technologies, vol.13, no.4, pp.385-400, 2020 (National Refreed University Journal)

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

Kastamonu Üniversitesi Kastamonu Eğitim Dergisi, vol.27, no.5, pp.1875-1892, 2019 (National Refreed University Journal)

Bilişim Alanında Öğrenim Gören Lisansüstü Öğrencilerin Sanal Gerçeklik Algıları

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

Assessing E-Learning Readiness of Instructors in Turkey

Istanbul Journal of Innovation in Education, vol.1, no.3, pp.13-28, 2015 (National Refreed University Journal)

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

International Journal of E-Adoption, vol.6, pp.46-62, 2014 (Journal Indexed in ESCI) identifier identifier

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

Global Journal on Technology, , vol.1, pp.1093-1099, 2012 (Refereed Journals of Other Institutions) Creative Commons License

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 (Refereed Journals of Other Institutions)

Cloud Computing And Some Scenarios For Its Application In Universities

European Researcher, vol.30, no.9, pp.1515-1526, 2012 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

Brain-inspired Weighted Normalization for CNN Image Classification

International Conference on Representation Learning (ICLR 2021) How Can Findings About The Brain Improve AI Systems? Workshop, California, United States Of America, 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 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

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

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, 2022

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

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

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

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

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

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

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

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