Publications & Works

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

Analysis of Factors Effecting PISA 2015 Mathematics Literacy via Educational Data Mining

EGITIM VE BILIM-EDUCATION AND SCIENCE, vol.45, no.202, pp.393-415, 2020 (Journal Indexed in SSCI) identifier

The Validity and Reliability Work of the Scale That Determines the Level of the Trauma after the Earthquake

KURAM VE UYGULAMADA EGITIM BILIMLERI, vol.13, no.2, pp.1021-1025, 2013 (Journal Indexed in SSCI) identifier identifier

An Examination of the Factors Affecting Prospective Teachers' Perceptions of Faculty Members Using Chaid Analysis

KURAM VE UYGULAMADA EGITIM BILIMLERI, vol.12, no.2, pp.816-821, 2012 (Journal Indexed in SSCI) identifier

The Effects of Methods of Imputation for Missing Values on the Validity and Reliability of Scales

KURAM VE UYGULAMADA EGITIM BILIMLERI, vol.11, no.1, pp.303-309, 2011 (Journal Indexed in SSCI) identifier identifier

An Analysis of Some Variables Affecting the Internet Dependency Level of Turkish Adolescents by Using Decision Tree Methods

KURAM VE UYGULAMADA EGITIM BILIMLERI, vol.10, no.4, pp.2487-2500, 2010 (Journal Indexed in SSCI) identifier

The Analysis of Internet Addiction Scale Using Multivariate Adaptive Regression Splines

IRANIAN JOURNAL OF PUBLIC HEALTH, vol.39, no.4, pp.51-63, 2010 (Journal Indexed in SCI) identifier identifier identifier

THE PROFILE OF INTERNET DEPENDENCY IN TURKEY AND DEVELOPMENT OF INTERNET ADDICTION SCALE STUDY OF VALIDITY & RELIABILITY

HACETTEPE UNIVERSITESI EGITIM FAKULTESI DERGISI-HACETTEPE UNIVERSITY JOURNAL OF EDUCATION, no.39, pp.220-232, 2010 (Journal Indexed in SSCI) identifier

The Examining of Generalization Quantitative Scientific Findings by Using the Jackknife Method: An Application

KURAM VE UYGULAMADA EGITIM BILIMLERI, vol.9, no.4, pp.1769-1779, 2009 (Journal Indexed in SSCI) identifier identifier

SCRUTINIZATION OF RISK ANALYSIS RELATED TO SUCCESS OF THE PRIVATE SKILL EXAM BY USING MIXTURE LOGISTIC REGRESSION MODEL

HACETTEPE UNIVERSITESI EGITIM FAKULTESI DERGISI-HACETTEPE UNIVERSITY JOURNAL OF EDUCATION, no.35, pp.227-239, 2008 (Journal Indexed in SSCI) identifier identifier

Assesment of relation between cognitive vulnerability and depression's level by using classification and regression tree analysis

HACETTEPE UNIVERSITESI EGITIM FAKULTESI DERGISI-HACETTEPE UNIVERSITY JOURNAL OF EDUCATION, no.34, pp.168-177, 2008 (Journal Indexed in SSCI) identifier identifier

Associations between the levels of depression and the sense of limitedness: a psychometric analysis

ANADOLU PSIKIYATRI DERGISI-ANATOLIAN JOURNAL OF PSYCHIATRY, vol.9, no.4, pp.191-196, 2008 (Journal Indexed in SCI) identifier identifier

Two-step clustering analysis in researches: A case study

EGITIM ARASTIRMALARI-EURASIAN JOURNAL OF EDUCATIONAL RESEARCH, vol.7, no.28, pp.89-99, 2007 (Journal Indexed in SSCI) identifier

Articles Published in Other Journals

Investigation of Coronavirus Pandemic Indicators of the Countries with Hierarchical Clustering and Multidimensional Scaling

Investigation of Coronavirus Pandemic Indicators of the Countries with Hierarchical Clustering and Multidimensional Scaling, vol.26, no.2, pp.308-315, 2021 (Refereed Journals of Other Institutions) identifier

INVESTIGATION OF OECD COUNTRIES WITH MULTI-DIMENSIONAL SCALING ANALYSIS IN TERMS OF TRAFFIC ACCIDENT INDICATORS

International Journal of Health Services Research and Policy, vol.5, no.1, pp.24-40, 2020 (Refereed Journals of Other Institutions)

Predicting Factors Affecting PISA 2015 Mathematics Literacy via Radial Based Artificial Neural Network

Journal of Engineering and Technology, vol.3, no.1, pp.1-11, 2019 (International Refereed University Journal)

Views about the Use of Open Ended Items in Large Scale Assessment in Turkey A Phenomenological Approach.

JOURNAL OF EDUCATIONAL RESEARCH, vol.6, no.1, pp.117-133, 2016 (Refereed Journals of Other Institutions)

Examining Factors of Academic Procrastination Tendency of University Students by using Artificial Neural Network

International Journal of Computer Trends and Technology, vol.34, no.1, pp.1-8, 2016 (Refereed Journals of Other Institutions)

Faktör Sayısının Belirlenmesinde MAP Testi Paralel Analiz K1 ve Yamaç Birikinti Grafiği Yöntemlerinin Karşılaştırılması

Yüzüncü Yıl Üniversitesi Eğitim Fakültesi Dergisi, vol.3, no.1, pp.330-359, 2016 (National Refreed University Journal)

Comparing Internet Addiction in Students with High and Low Socioeconomic Status Levels

ADDICTA-THE TURKISH JOURNAL ON ADDICTIONS, vol.3, no.2, pp.177-183, 2016 (Journal Indexed in ESCI) Creative Commons License identifier

Predictive Abilities of Bayesian Regularization andLevenberg Marquardt Algorithms in Artificial NeuralNetworks A Comparative Empirical Study on Social Data

Journal of Mathematical and Computational Applications, vol.21, no.20, pp.1-8, 2016 (Refereed Journals of Other Institutions)

The Comparison of Gini and Twoing Algorithms in Terms of Predictive Ability and Misclassification Cost in Data Mining An Empirical Study

Journal of Computer Trends and Techonology, vol.27, no.1, pp.21-30, 2015 (Refereed Journals of Other Institutions)

Using multinomial logistic regression analysis in artificial Neural network an application

Journal of Applied Science, vol.3, no.2, pp.1-12, 2014 (Refereed Journals of Other Institutions)

The Investigation of Secondary School Students Attitudes towards Science and Technology Using CHAID Analysis

Journal of Educational Sciences Research, vol.4, no.1, pp.301-316, 2014 (Refereed Journals of Other Institutions)

Sınıf Öğretmenlerinin Portfolyo Kullanımına İlişkin Görüşleri

Yüzüncü Yıl Üniversitesi Eğitim Fakültesi Dergisi, vol.10, no.1, pp.31-48, 2013 (National Refreed University Journal)

To Study the Depressıon Level of Permament and Temporary Teachers in the Goverment Schools

Sakarya University Journal of Education, vol.2, no.2, pp.52-64, 2012 (National Refreed University Journal) Creative Commons License

International Journal of Advances in Engineering & Technology

International Journal of Advances in Engineering & Technology, no.2, pp.51-61, 2012 (Refereed Journals of Other Institutions)

The Computer Assisted Education and its Effects on the Academic Success of Students in the Lighting Technique and Indoor Installation Project Course

International Journal of Advances in Engineering & Technology, vol.2, no.1, pp.51-61, 2012 (Refereed Journals of Other Institutions)

Determination of the Rankings of the Teams Competed in the 2009 2010 BEKO Basketball League with Principal Components Analysis

International Journal of Sports Science and Engineering, vol.5, no.3, pp.181-187, 2011 (Refereed Journals of Other Institutions)

Analyzing factor structure of the scales by hierarchical clustering analysis: An alternative approach

Journal of Applied Sciences Research, vol.6, no.12, pp.6397-6403, 2010 (Refereed Journals of Other Institutions) identifier

Data optimization with multilayer perceptron neural network and using new pattern in decision tree comparatively

Journal of Computer Science, vol.6, no.5, pp.606-612, 2010 (Refereed Journals of Other Institutions) identifier

A Proposed OSI Based Network Troubles Identification Model

International Journal of Next-Generation Networks, vol.2, no.3, pp.12-18, 2010 (Refereed Journals of Other Institutions)

An Applied Study on Educational Use of Facebook as a Web 2 0 Tool The Sample Lesson of Computer Networks and Communication

International journal of computer science & information Technology, vol.2, no.4, pp.48-58, 2010 (Refereed Journals of Other Institutions)

The Multiple Comparison Post Hoc Techniques to Determine the Difference Between Groups in Researches.

Fırat Üniversitesi Sosyal Bilimler Dergisi, vol.19, no.1, pp.51-64, 2009 (National Refreed University Journal)

İnternet Bağımlılık Ölçeğinin Türkçeye Uyarlanması Geçerlik ve Güvenirlik Çalışması

Ankara Üniversitesi Eğitim Bilimleri Fakültesi Dergisi, vol.42, no.1, pp.157-175, 2009 (National Refreed University Journal)

Kernel Smoothing Function and Choosing Bandwidth for Non Parametric Regression Methods

Journal of Applied Science, vol.2, no.1, pp.49-54, 2009 (Refereed Journals of Other Institutions)

Synchronization of risk analysis related to success of the private skill exam by using mixture logistic regression model

HACETTEPE ÜNİVERSİTESİ EĞİTİM FAKÜLTESİ DERGİSİ, vol.35, pp.227-235, 2008 (National Refreed University Journal)

Elektronik Portfolyo Değerlendirmeleri İçin Veri Madenciliği Yaklaşımı

Yüzüncü Yıl Üniversitesi Eğitim Fakültesi Dergisi, vol.5, no.1, pp.98-110, 2008 (National Refreed University Journal)

M Plusta Latent Class Analizlerin Uygulamasına İlişkin Bir Örnek Çalışma

Artificial Intelligence, vol.12, no.1, pp.1-9, 2007 (National Refreed University Journal)

Using chaid analysis in researches and an application pertaining to coping strategies

Ankara Üniversitesi Eğitim Bilimleri Fakültesi Dergisi, vol.40, no.2, pp.135-151, 2007 (National Refreed University Journal)

Karışımlı model analiz tekniğinin eğitim bilimleri araştırmalarında uygulanabilirliği üzerine bir araştırma örneği

Kuram ve Uygulamada Eğitim Bilimleri, vol.6, no.3, pp.753-778, 2006 (National Refreed University Journal)

E Öğrenme ve Türkiye açısından sorunlar çözüm önerileri

Yüzüncü Yıl Üniversitesi Eğitim Fakültesi Dergisi, vol.3, no.3, pp.1-11, 2005 (National Refreed University Journal)

Refereed Congress / Symposium Publications in Proceedings

Training Multi-Layer Perceptron Using Harris Hawks Optimization

International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Ankara, Turkey, 26 June 2020, pp.1-5

Improved Manta Ray Foraging Optimization Using Opposition-based Learning for Optimization Problems

2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2020, Ankara, Turkey, 26 - 27 June 2020 identifier

Investigation of Performance of HHO Algorithm in Solving Global Optimization Problems

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 21 - 22 September 2019 identifier identifier

Programlanabilir Lojik Denetleyici Kullanarak Elektrikli Liftlerin İşletme Emniyetinin Sağlanması

1st INTERNATIONAL ENGINEERING AND TECHNOLOGY SYMPOSIUM, Batman, Turkey, 3 - 05 May 2018, pp.703-708

Batman İli Güneş Enerjisi Potansiyelinin Belirlenmesine Yönelik Deneysel Bir Çalışma

1st INTERNATIONAL ENGINEERING AND TECHNOLOGY SYMPOSIUM, Batman, Turkey, 3 - 05 May 2018, pp.646-654

An Experimental Study on the Determination of Solar Energy Potential in Batman Provincy

IETS’18 International Engineering and Technology Symposium, Batman, Turkey, 3 - 05 May 2018

COMPARISON OF THE PREDICTIVE ABILITIES OF CART AND QUEST ALGORITHMS

IETS’18 International Engineering and Technology Symposium, Batman, Turkey, 3 - 05 May 2018

Recognition of Daily and Sports Activities

IEEE International Conference on Big Data (Big Data), Washington, United States Of America, 10 - 13 December 2018, pp.2216-2220 identifier

The Performance Comparison of Multiple Linear Regression, Random Forest and Artificial Neural Network by using Photovoltaic and Atmospheric Data

14th International Conference on Engineering of Modern Electric Systems (EMES), Oradea, Romania, 1 - 02 June 2017, pp.1-4 identifier identifier

Computer Engineering Undergraduate Students Self Efficacy Perceptions Towards ComputerProgramming

International Conference on Computer Science and Engineering, Tekirdağ, Turkey, 20 - 23 September 2016

Araştırmalarda Doğrusal Olmayan İlişkilere Veri Mühendisliği Yaklaşımı

Second Sarajevo International Conference, Sarajevo, Bosnia And Herzegovina, 17 - 20 May 2016, vol.3, pp.128-138

Comparative Survey of StudentsHaving High And Low Socioeconomic Circumstances in Terms of Internet Addiction

III. Uluslararası Teknoloji Bağımlılığı Kongresi, İstanbul, Turkey, 3 - 05 May 2016

Ortaokul Fen Bilimleri Dersindeki Motivasyonu Etkileyen Faktörlerin Modellenmesi

IV: Eğitimde Ölçme ve Değerlendirme Kongresi, Ankara, Turkey, 9 - 13 June 2014, pp.106

Ortaokul Öğrencilerinin Matematiğe Yönelik TutumlarınınCHAID Analizi İle İncelenmesi

IV. Eğitimde Ölçme ve Değerlendirme Kongresi (Uluslararası katılımlı), Ankara, Turkey, 9 - 13 June 2014, pp.83-84

Ortaokul Fen Bilimleri Dersindeki Motivasyonu Etkileyen Faktörlerin Modellenmesi

IV. Eğitimde Ölçme ve Değerlendirme Kongresi, Ankara, Turkey, 09 June 2014, pp.106

Ortaokul Fen Bilimleri Dersindeki Motivasyonu Etkileyen Faktörlerin Modellenmesi

IV. Eğitimde Ölçme ve Değerlendirme Kongresi, Ankara, Turkey, 09 June 2014, pp.66-67

Öğrencilerin Akademik Erteleme Eğilimlerinin Ordinal Lojistik Regresyon İle İncelenmesi

III. Ulusal Eğitimde ve Psikolojide Ölçme Değerlendirme Kongresi, İzmir, Turkey, 15 August 2010, pp.234-243

Yapay Sinir Ağlarının Parametre Kestirimi Amacıyla Kullanımı Kavram ve Uygulama

II. Ulusal Eğitimde ve Psikolojide Ölçme-Değerlendirme Kongresi, İzmir, Turkey, 15 August 2009, pp.150-156

Tamamlayıcı Değerlendirme Yaklaşımlarından Portfolyo Uygulamalarına İlişkin Veli Görüşlerinin İncelenmesi

II. Ulusal Eğitimde ve Psikolojide Ölçme-Değerlendirme Kongresi, İzmir, Turkey, 15 August 2009, pp.130-136

From Chalkboard To Interactive Whiteboard The Effects Of Interactive Whiteboard on Learning Review Of Literature

6th International Computer & Instructional Technologies Symposium, Gaziantep, Turkey, 27 November 2008, pp.23-24

Procrustes Analizi ve Bir Uygulama

XIII. Ulusal Biyoistatistik Kongresi, Van, Turkey, 15 June 2008, pp.121-122

Yapı Geçerliğinde Dik ve Eğik Döndürme Yöntemlerinin Karşılaştırmalı Olarak İncelenmesi

XIII. Ulusal Biyoistatistik Kongresi, Van, Turkey, 15 June 2008, pp.123-124

Sayısal Uçurum ve İnternet Bağımlılığı Paradigmasının Lojistik Regresyon İle Açımlanması

II. Uluslar arası Bilgisayar ve Öğretim Teknolojileri Sempozyumu, Trabzon, Turkey, 27 December 2007, pp.178-190

Türkiye deki İnternet Bağımlılık Düzeyinin Bölgelere Göre İncelenmesi

III. Uluslar arası BÖTE Sempozyumu, Trabzon, Turkey, 26 December 2007, pp.121-122

Çoklu Regresyon Analizinde Yordayıcılara Ait Genellenebilirliğin Jackknife Yöntemi ile Belirlenmesi

I. Ulusal Eğitimde ve Psikolojide Ölçme Kongresi, Ankara, Turkey, 15 December 2007, pp.124-130

Sosyal Bilimler Sahasına Yarı Parametrik İstatistik Tekniklerinin Tanıtımı ve Bir Uygulaması

Çukurova Üniversitesi Eğitim Fakültesi III. Sosyal Bilimler Eğitimi Kongresi, Adana, Turkey, 15 November 2007, pp.121-129

EM Expectatıon Maximization Algoritmasının Homojen Alt Sınıflar Oluşturma Açısından Tutarlılığı

Zonguldak Karaelmas Üniversitesi IX. Ulusal Biyoistatistik Kongresi, Zonguldak, Turkey, 17 August 2007, pp.67-68

Yetenek Sınavında Cinsiyet Değişkeninin Başarı Üzerine Olan Lojistik Regresyon Modellemesi ve Risk Analizi

Zonguldak Karaelmas Üniversitesi IX. Ulusal Biyoistatistik Kongresi, Zonguldak, Turkey, 17 August 2007, pp.45-46

Evreye Özgü Modellerden Yaşa Özgü Bazı Parametrelerin Belirlenmesi

Cumhuriyet Üniversitesi Tıp Fakültesi X.Biyoistatistik Kongresi, Sivas, Turkey, 10 July 2007, pp.15-16

Parametrik Olmayan Regresyon Yöntemleri İçin Kernel Düzleştirme Fonksiyonu ve Bant Genişliği Seçimi

Cumhuriyet Üniversitesi Tıp Fakültesi X.Biyoistatistik Kongresi, Sivas, Turkey, 10 November 2006, pp.12-13

Doğum Anında Beklenen Yaşam Uzunluğuna Etki Eden Faktörler Path Analizi Yaklaşımı

XIII. Ulusal Biyoistatistik Kongresi, Sivas, Turkey, 15 June 2008, pp.34-35

Introduction of classification and influence matrix analysis caiman with an application

5th Conference of the Eastern Mediterranean Region of the International Biometric Society , İstanbul, Turkey, 20 August 2005, pp.134-139

The Analyzing of Some Variables Affecting the Internet Dependency by Using Decision Trees

5th Conference of the Eastern Mediterranean Region of the International Biometric Society , İstanbul, Turkey, 20 August 2005, pp.189-195

Books & Book Chapters

YAPAY ZEKÂ TEMELLİ EĞİTSEL VERİ MADENCİLİĞİ

in: TÜRKİYE EĞİTİM VİZYONU ÜZERİNE DEĞERLENDİRMELER, Fuat Tanhan, Editor, Pegem Akademi Yayın Evi, Ankara, pp.138-151, 2019

Lisansüstü Eğitimde Ölçme ve Değerlendirme

in: Lisansüstü Eğitim Üzerine Düşünceler, Fuat Tanhan, Editor, Pegem Akademi Yayın Evi, Ankara, pp.102-112, 2019