Publications & Works

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

CROSS-NATIONAL COMPARISONS OF STUDENTS' SCIENCE SUCCESS BASED ON GENDER VARIABILITY: EVIDENCE FROM TIMSS

JOURNAL OF BALTIC SCIENCE EDUCATION, vol.19, no.2, pp.186-200, 2020 (Journal Indexed in SSCI) identifier identifier

Radiation interaction parameters for blood samples of breast cancer patients: an MCNP study

RADIATION AND ENVIRONMENTAL BIOPHYSICS, vol.58, no.4, pp.531-537, 2019 (Journal Indexed in SCI) identifier identifier identifier

FINDING THE BEST ALGORITHMS AND EFFECTIVE FACTORS IN CLASSIFICATION OF TURKISH SCIENCE STUDENT SUCCESS

JOURNAL OF BALTIC SCIENCE EDUCATION, vol.18, pp.239-253, 2019 (Journal Indexed in SSCI) identifier identifier

Influence of Time and Direction Information on Video Head Impulse Gains

JOURNAL OF INTERNATIONAL ADVANCED OTOLOGY, vol.13, no.3, pp.363-367, 2017 (Journal Indexed in SCI) identifier identifier identifier

Identifying the Classification Performances of Educational Data Mining Methods: A Case Study for TIMSS

EDUCATIONAL SCIENCES-THEORY & PRACTICE, vol.17, no.5, pp.1605-1623, 2017 (Journal Indexed in SSCI) identifier identifier

Feature based quality assessment of DNA sequencing chromatograms

APPLIED SOFT COMPUTING, vol.41, pp.420-427, 2016 (Journal Indexed in SCI) identifier identifier

Support vector machines for quality control of DNA sequencing

JOURNAL OF INEQUALITIES AND APPLICATIONS, 2013 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

FEATURE EXTRACTION FOR DNA CAPILLARY ELECTROPHESIS SIGNALS BASED ON DISCRETE WAVELET TRANSFORM COMBINED WITH MULTI-SCALE PERMUTATION ENTROPY

Sigma Journal of Engineering and Natural Sciences (Article in Press), vol.0, pp.1-20, 2021 (Journal Indexed in ESCI)

PREDICTION OF BIST PRICE INDICES: A COMPARATIVE STUDY BETWEEN TRADITIONAL AND DEEP LEARNING METHODS

Sigma Journal of Engineering and Natural Sciences, vol.38, no.4, pp.1693-1704, 2020 (Journal Indexed in ESCI) identifier

Educational Data Mining Methods for TIMSS 2015 Mathematics Success: Turkey Case

Sigma Journal of Engineering and Natural Sciences, vol.38, no.2, pp.963-977, 2020 (Journal Indexed in ESCI)

MULTIVARIATE MARKOV CHAIN MODEL: AN APPLICATIONTO S&P500 AND FTSE-100 STOCK EXCHANGES

JOURNAL OF RESEARCH IN ECONOMICS (JORE), vol.2, no.1, pp.75-88, 2018 (International Refereed University Journal)

Classification Of BIST-100 Index’ Changes Via Machine Learning Methods

MARMARA ÜNİVERSİTESİ İKTİSADİ VE İDARİ BİLİMLER DERGİSİ, vol.39, no.1, pp.117-129, 2017 (International Refereed University Journal)

An Alternative Approach to the Solution of Multi-Objective Geometric Programming Problems

Open Journal of Optimization, vol.6, no.1, pp.11-25, 2017 (Refereed Journals of Other Institutions)

An Alternative Solution to Multi Objective Linear FractionalProgramming Problem by Using Geometric ProgrammingTechnique

Mathematical Theory and Modelling, no.6, pp.1-12, 2016 (International Refereed University Journal)

An Application of Geometric Programming

Istanbul Aydin University International Journal of Electronics; Mechanical and Mechatronics Engineering, vol.2, no.2, pp.157-161, 2012 (Refereed Journals of Other Institutions)

An Application of Multivariate Markov Chain Model on the Changes in Exchange Rates: Turkey Case

European Journal of Social Sciences, vol.18, no.4, pp.542-552, 2011 (Refereed Journals of Other Institutions)

Çok Değişkenli Markov Zinciri Modeli ve Bir Uygulama

MARMARA ÜNİVERSİTESİ İKTİSADİ VE İDARİ BİLİMLER FAKÜLTESİ DERGİSİ, vol.29, no.2, pp.577-590, 2010 (Other Refereed National Journals)

Comparison of Id3, Fuzzy Id3 and Probabilistic Id3 Algorithms in the Evaluation of Learning Achievements

Journal of Computing, vol.2, no.12, pp.20-24, 2010 (Refereed Journals of Other Institutions)

Algorithms of Hidden Markov Model and a Prediction Method on Product Preferences

Journal of Computing, vol.2, no.10, pp.12-17, 2010 (Refereed Journals of Other Institutions)

A Geometric Programming Approach for The Automotive Production in Turkey

Journal of Computing, vol.2, no.7, pp.1-5, 2010 (Refereed Journals of Other Institutions)

Analitik Hiyerarşi Yöntemi ile Elektronik Market Tercihlerinin İncelenmesi

İstanbul Aydın Üniversitesi Fen Bilimleri Dergisi, vol.2, no.5, pp.114-130, 2010 (National Refreed University Journal)

Kanser Verilerinin Sınıflandırılmasında Yapay Sinir Ağları ile Destek Vektör Makinelerinin Karşılaştırılması

İstanbul Aydın Üniversitesi Fen Bilimleri Dergisi, vol.2, no.5, pp.71-83, 2010 (Other Refereed National Journals)

APPLYING HIDDEN MARKOV MODEL TO BRAND CHOICES AND ITS REASONS

ESKİŞEHİR OSMANGAZİ ÜNİVERSİTESİ SOSYAL BİLİMLER DERGİSİ, vol.10, no.2, pp.167-186, 2009 (Refereed Journals of Other Institutions)

İstanbul Menkul Kıymetler Borsası Üzerine Saklı Markov Modeli ile Bir Tahminleme

Ekonomik Yaklaşım, vol.20, no.72, pp.59-85, 2009 (Other Refereed National Journals)

Markov Zinciri Yöntemi ile Taşınabilir Bilgisayar Tercihlerinin Analizi

Sakarya Üniversitesi Sosyal Bilimler Enstitüsü, SBE Akademik İncelemeler Dergisi, vol.4, no.2, pp.37-56, 2009 (National Refreed University Journal)

Estimation of dollar rate changes in Turkey using Hidden Markov models

İstanbul Üniversitesi İşletme Fakültesi Dergisi. E.A. İşletme Dergisi:İstanbul Üniversitesi İşletme Fakültesi, vol.38, no.1, pp.1-23, 2009 (National Refreed University Journal)

Stochastic Differential Equation Simulation of Population Growth Rate

Journal of Analysis and Computation, vol.4, no.2, pp.155-163, 2008 (Refereed Journals of Other Institutions)

Yatırım Araçları Tercihlerinin Markov Analizi ile Yorumlanması

Anadolu Bil Meslek Yüksekokulu Dergisi, vol.3, no.11, pp.111-125, 2008 (National Refreed University Journal)

Refereed Congress / Symposium Publications in Proceedings

A Classification Practice on PISA 2018 Results

3rd International Conferenceon Data Science and Applications (ICONDATA’xx20), İstanbul, Turkey, 25 - 28 June 2020, vol.1, no.1, pp.177-181

Veri Madenciliği Teknikleri Kullanılarak BIST 100 Borsa Endeksi Hareketinin Sınıflandırılması

3rd International Conferenceon Data Science and Applications (ICONDATA’xx20), İstanbul, Turkey, 25 - 28 June 2020, pp.51

Makine Öğrenmesi Yöntemleri ile Ek Garanti Satın Alım Tahminlemesi

20. ULUSLARARASI EKONOMETRİ, YÖNEYLEM ARAŞTIRMASI VE İSTATİSTİK SEMPOZYUMU, Ankara, Turkey, 12 - 14 February 2020, pp.262

Destek Vektör Makineleri ile Pisa 2015 Sonuçları Üzerine Bir Sınıflandırma Uygulaması

20. ULUSLARARASI EKONOMETRİ, YÖNEYLEM ARAŞTIRMASI VE İSTATİSTİK SEMPOZYUMU, Ankara, Turkey, 12 - 14 February 2020, pp.308

ÇOK KRİTERLİ KARAR VERME YÖNTEMLERİ İLE YEREL SEÇİM ADAY BELİRLEME SÜRECİ ÜZERİNE BİR UYGULAMA

2nd International Congress on Statistics Mathematics and Analytical Methods, İstanbul, Turkey, 28 March 2019, vol.0, no.0, pp.105-112

Destek Vektör Makineleri ile Eğitim Veri Seti Üzerine BirSınıflandırma Uygulaması: TIMMS-2015 Türkiye

International Conference on Data Science and Applications, Yalova, Turkey, 4 - 07 October 2018, pp.36-37

The Classification with Support Vector Machines and Logistic Regression: The case study of TIMSS 2015 Turkey Results

19. International Symposium on Econometrics Operations Research and Statistics, Antalya, Turkey, 17 - 20 October 2018, pp.633-636

Finding The Best Machine Learning Algorithms in Predicting The Successes of 8th GradeTurkish Students

19. International Symposium on Econometrics Operations Research and Statistics, Antalya, Turkey, 17 - 20 October 2018, pp.640-642

Veri Madenciliği Yöntemleri ile Meme Kanseri Hastalarının Kan Örnekleri Üzerine Bir Sınıflandırma Uygulaması

19. International Symposium on Econometrics Operations Research and Statistics, Antalya, Turkey, 17 - 20 October 2018, pp.1440-1448

Comparison of Classification Achievements of Logistic Regression and Decision Trees Algorithms on TIMSS 2015 Data

4th International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2018), İzmir, Turkey, 28 - 30 April 2018, pp.111

Prediction Of Breast Cancer Pattern Using Artificial Neural Network Algorithms

4th International Conference on Theoretical and Experimental Studies in Nuclear Applications and Technology, Antalya, Turkey, 20 - 22 April 2018, pp.78

Classification of breast cancer patients’ blood samples using machine learning algorithms

4th International Conference on Theoretical and Experimental Studies in Nuclear Applications and Technology, Antalya, Turkey, 20 - 22 April 2018, pp.79

TÜRKİYE’DE OTOMOBİL ÜRETİMİNİN BULANIK HEDEF PROGRAMLAMA YAKLAŞIMI İLE MODELLENMESİ VE ÇÖZÜLMESİ

I. Uluslararası İksad Sosyal Bilimler Kongresi, Mardin, Turkey, 9 - 11 March 2018, pp.107

Multivariate Markov Chain Model: An Application to S&P500 and Ftse-100 Stock Exchanges

10th International Statistics Congress, Ankara, Turkey, 6 - 08 December 2017, pp.23

Study of electron density via some elements in breast cancer patients’ blood samples

International Advanced Researches and Engineering Congress, Osmaniye, Turkey, 16 - 18 November 2017, pp.2714

Bist 100 Endeksi Değerlerindeki Değişimlerin Destek Vektör Makineleri ve Karar Ağaçları İle Sınıflandırılması

The 1st International Symposium on Social Sciences and Educational Research, Antalya, Turkey, 3 - 05 November 2017, vol.0, no.0, pp.139

Yetkinlik Bazlı Yönetici Seçiminde Analitik Hiyerarşi Prosesi ve TOPSIS Yönteminin Uygulanması

XVIII. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu 2017, Trabzon, Turkey, 5 - 07 October 2017, pp.237

DOĞRUSAL OLMAYAN DESTEK VEKTÖR MAKİNELERİ İLE BANKACILIKSEKTÖRÜ ÜZERİNE BİR SINIFLANDIRMA UYGULAMASI

XVIII. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu, Trabzon, Turkey, 5 - 07 October 2017, pp.258

Oyun Teorisi Yaklaşımı ile Akıllı Telefon Tercihlerinin Belirlenmesi

37. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi, İstanbul, Turkey, 5 - 07 July 2017, pp.120-121

Stokastik Süreç ve Regresyon Analizi Hatalarının Karşılaştırılması

Bilimde Modern Yöntemler Sempozyumu, Kocaeli, Turkey, 16 - 18 November 2005, pp.678-685

Otomotiv Üretimi Üzerine Şans Kısıtlı Stokastik Programlama Yaklaşımı

12th International Symposium on Econometrics Statistics and Operations Research, Denizli, Turkey, 26 - 29 May 2011, pp.115-121

Stokastik Süreç ve Regresyon Analizi Hatalarının Karşılaştırılması

Bilimde Modern Yöntemler Sempozyumu, Kocaeli, Turkey, 16 - 18 November 2005, pp.678-685

Books & Book Chapters

Customer Oriented Design with Conjoint Analysis

in: Customer Oriented Product Design, Cengiz Kahraman,Selçuk Çebi, Editor, Springer, London/Berlin , Zürich, pp.401-416, 2020

Customer Oriented Product Design with Conjoint Analysis

in: Customer Oriented Product Design: Intelligent and Fuzzy Techniques, Kahraman Cengiz, Çebi Selçuk, Editor, Springer, pp.401-415, 2020

Destek Vektör Makineleri

in: Makine Öğrenmesinde Sınıflandırma Yöntemleri ve R Uygulamaları, Ersoy ÖZ,Selçuk ALP, Editor, Livraria Nobel, Ankara, pp.167-188, 2019