Publications & Works

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

Fuzzy logic-based bidding strategies in dynamic double auctions

KYBERNETES, vol.48, no.3, pp.612-635, 2019 (Journal Indexed in SCI) identifier identifier

A Novel Stochastic Seasonal Fuzzy Time Series Forecasting Model

INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, vol.20, no.3, pp.729-740, 2018 (Journal Indexed in SCI) identifier identifier

Fuzzy-time-series network used to forecast linear and nonlinear time series

APPLIED INTELLIGENCE, vol.43, no.2, pp.343-355, 2015 (Journal Indexed in SCI) identifier identifier

A NEW MULTILAYER FEEDFORWARD NETWORK BASED ON TRIMMED MEAN NEURON MODEL

NEURAL NETWORK WORLD, vol.25, no.6, pp.587-602, 2015 (Journal Indexed in SCI) identifier identifier

A novel membership value based performance measure

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, vol.28, no.2, pp.919-928, 2015 (Journal Indexed in SCI) identifier identifier

Robust multilayer neural network based on median neuron model

NEURAL COMPUTING & APPLICATIONS, vol.24, pp.945-956, 2014 (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

Using Artificial Neural Networks in Fuzzy Time Series Analysis

RECENT DEVELOPMENTS AND NEW DIRECTIONS IN SOFT COMPUTING, vol.317, pp.443-451, 2014 (Journal Indexed in SCI) identifier identifier

A New Multiplicative Seasonal Neural Network Model Based on Particle Swarm Optimization

NEURAL PROCESSING LETTERS, vol.37, no.3, pp.251-262, 2013 (Journal Indexed in SCI) identifier identifier

Time-series forecasting with a novel fuzzy time-series approach: an example for Istanbul stock market

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, vol.83, no.4, pp.597-610, 2013 (Journal Indexed in SCI) identifier identifier

A new linear & nonlinear artificial neural network model for time series forecasting

DECISION SUPPORT SYSTEMS, vol.54, no.3, pp.1340-1347, 2013 (Journal Indexed in SCI) identifier identifier

Using multiplicative neuron model to establish fuzzy logic relationships

EXPERT SYSTEMS WITH APPLICATIONS, vol.40, no.3, pp.850-853, 2013 (Journal Indexed in SCI) identifier identifier

A NEW SEASONAL FUZZY TIME SERIES METHOD BASED ON THE MULTIPLICATIVE NEURON MODEL AND SARIMA

HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS, vol.41, no.3, pp.337-345, 2012 (Journal Indexed in SCI) identifier identifier

A SIMULATION BASED APPROACH TO CALCULATE THE FUZZY CORRELATION COEFFICIENT OF FUZZY OBSERVATIONS

HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS, vol.41, no.3, pp.361-364, 2012 (Journal Indexed in SCI) identifier identifier

A tabu search meta-heuristic approach to the dual response systems problem

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.12, pp.15370-15376, 2011 (Journal Indexed in SCI) identifier identifier

A new architecture selection method based on tabu search for artificial neural networks

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.4, pp.3287-3293, 2011 (Journal Indexed in SCI) identifier identifier

Forecast Combination by Using Artificial Neural Networks

NEURAL PROCESSING LETTERS, vol.32, no.3, pp.269-276, 2010 (Journal Indexed in SCI) identifier identifier

A high order fuzzy time series forecasting model based on adaptive expectation and artificial neural networks

MATHEMATICS AND COMPUTERS IN SIMULATION, vol.81, no.4, pp.875-882, 2010 (Journal Indexed in SCI) identifier identifier

Finding an optimal interval length in high order fuzzy time series

EXPERT SYSTEMS WITH APPLICATIONS, vol.37, no.7, pp.5052-5055, 2010 (Journal Indexed in SCI) identifier identifier

Improving weighted information criterion by using optimization

JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, vol.233, no.10, pp.2683-2687, 2010 (Journal Indexed in SCI) identifier identifier

MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS

HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS, vol.39, no.1, pp.81-88, 2010 (Journal Indexed in SCI) identifier identifier

The effect of neighborhood structures on tabu search algorithm in solving course timetabling problem

EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.10, pp.12349-12356, 2009 (Journal Indexed in SCI) identifier identifier

Forecasting nonlinear time series with a hybrid methodology

APPLIED MATHEMATICS LETTERS, vol.22, no.9, pp.1467-1470, 2009 (Journal Indexed in SCI) identifier identifier

A NEW ARCHITECTURE SELECTION STRATEGY IN SOLVING SEASONAL AUTOREGRESSIVE TIME SERIES BY ARTIFICIAL NEURAL NETWORKS

HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS, vol.37, no.2, pp.185-200, 2008 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

The CSS and The Two-Staged Methods for Parameter Estimation in SARFIMA Models

JOURNAL OF PROBABILITY AND STATISTICS, vol.2011, 2011 (Journal Indexed in ESCI) identifier identifier

Refereed Congress / Symposium Publications in Proceedings

Artificial Neural Network Models for Forecasting Tourist Arrivals to Barcelona

25th International Conference on Artificial Neural Networks (ICANN), Barcelona, Spain, 6 - 09 September 2016, vol.9886, pp.561 identifier identifier

Recurrent Multiplicative Neuron Model Artificial Neural Network for Non-Linear Time Series Forecasting

2nd World Conference on Business, Economics and Management (BEM), Antalya, Turkey, 25 - 28 April 2013, vol.109, pp.1094-1100 identifier

A new approximation method based on linear programming for fuzzy division

Applied Computing Conference 2008, İstanbul, Turkey, 27 - 30 May 2008, pp.388-389 identifier