Publications & Works

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

Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network

JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, vol.33, no.3, pp.383-404, 2021 (Journal Indexed in SCI) identifier identifier

Intuitionistic time series fuzzy inference system

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol.82, pp.175-183, 2019 (Journal Indexed in SCI) identifier identifier

A combined robust fuzzy time series method for prediction of time series

NEUROCOMPUTING, vol.247, pp.87-101, 2017 (Journal Indexed in SCI) Creative Commons License identifier identifier

High order fuzzy time series forecasting method based on an intersection operation

APPLIED MATHEMATICAL MODELLING, vol.40, no.19-20, pp.8750-8765, 2016 (Journal Indexed in SCI) identifier identifier

A New Robust Regression Method Based on Particle Swarm Optimization

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, vol.44, no.6, pp.1270-1280, 2015 (Journal Indexed in SCI) identifier identifier

An enhanced fuzzy time series forecasting method based on artificial bee colony

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, vol.26, no.6, pp.2627-2637, 2014 (Journal Indexed in SCI) identifier identifier

A novel seasonal fuzzy time series method

Hacettepe Journal of Mathematics and Statistics, vol.41, no.3, pp.375-385, 2012 (Journal Indexed in SCI Expanded) identifier identifier

Articles Published in Other Journals

Consciousness level determination of red meat consumption ofpregnant women, Giresun/Turkey province

Journal of Mind and Medical Sciences, vol.7, no.1, pp.79-84, 2020 (Refereed Journals of Other Institutions) identifier

The forecasting of Istanbul stock exchange by using a hybrid fuzzy time series approach

Turkish Journal of Fuzzy Systems, vol.5, no.1, pp.10-26, 2014 (Refereed Journals of Other Institutions)

A Novel Seasonal Fuzzy Time Series Method to the Forecasting of Air Pollution Data in Ankara

American Journal of Intelligent Systems, vol.3, no.1, pp.13-19, 2013 (Refereed Journals of Other Institutions)

Fuzzy Time Series Method Based on Multiplicative Neuron Model and Membership Values

American Journal of Intelligent Systems, vol.3, no.1, pp.33-39, 2013 (Refereed Journals of Other Institutions)

A Seasonal Fuzzy Time Series Forecasting Method Based on Gustafson Kessel Fuzzy Clustering

Journal of Social and Ekonomic Statistics, vol.2, no.1, pp.1-13, 2012 (Refereed Journals of Other Institutions)

İstanbul Temiz Su Tüketiminin Bulanık Zaman Serisi Yaklaşımları ile Öngörüsü

TÜİK İstatistik Araştırma Dergisi, vol.9, no.2, pp.1-11, 2012 (Other Refereed National Journals)

Refereed Congress / Symposium Publications in Proceedings

A NEW TIME SERIES PREDICTION METHOD BASED ON INTUITIONISTIC FUZZY C MEANS AND SIGMA PI NEURAL NETWORK

13th International Days of Statistics and Economics, Prague, Czech Republic, 5 - 07 September 2019, pp.231-240 identifier