Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Diğer Dergilerde Yayınlanan Makaleler

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Time Series Prediction using Dendritic Neuron Model Trained by a Robust Learning Algorithm

4th International Conference on Data Science and Applications (ICONDATA’21), June 4-5, 2021, TURKEY, Türkiye, 04 Haziran 2021, ss.4

Cascade Forward Neural Network for Financial Time Series Forecasting

4th International Conference on Data Science and Applications (ICONDATA’21), June 4-5, 2021, TURKEY, Türkiye, 04 Haziran 2021, ss.84

Bagged Pi-Sigma artificial neural networks with artificial bee colony algorithm for forecasting

4th International Researchers, Statisticians and Young Statisticians Congress, 28 - 30 Nisan 2018, ss.85

A new intuitionistic high order fuzzy time series method

10th International Statistics Congress, 6 - 08 Aralık 2017, ss.87

A New Intuitionistic Fuzzy Functions Approach based on IID Bootstrap for Time Series Prediction

I. International Symposium on Economics, Finance, and Econometrics, İstanbul, Türkiye, 21 - 23 Eylül 2017, ss.74

Robust Single Multiplicative Neuron Model Artificial Neural Network with Adaptive Weights and Biases for Forecasting

I. International Symposium on Economics, Finance, and Econometrics, İstanbul, Türkiye, 21 - 23 Eylül 2017, ss.30-31

MODIFIED HOLT METHOD BASED ON PARTICLE SWARM OPTIMIZATION

EUREFE’17 International Conference, Muğla, Türkiye, 27 - 29 Temmuz 2017, cilt.1, ss.288-289

PARAMETER ESTIMATION IN WINTERS EXPONENTIAL SMOOTHING METHOD WITH PARTICLE SWARM OPTIMIZATION

EUREFE’17 International Conference, Muğla, Türkiye, 27 - 29 Temmuz 2017, cilt.1, ss.286-287

A Hybrid Forecasting Method Based On Exponential Smoothing and Multiplicative Neuron Model Artificial Neural Network

3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.28

Maximum Likelihood Estimation for the Parameters of Skew-t Distribution Using Genetic Algorithm

3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.212

IID Bootstrap Approach with Rejection Sampling for Pi-Sigma Artificial Neural Network

3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.32

A New Intuitionistic Time Series Fuzzy Inference System

3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.29

Bagging Fuzzy Ridge Regression Functions Approach for Forecasting

3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.31

A Robust Learning Algorithm for Pi-Sigma Artificial Neural Networks Based on M-Estimator

3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.30

Bootstrapped Robust Pi-Sigma Artificial Neural Network Based on Robust Learning Algorithm

3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.124

An application of ARMA type high order fuzzy time series forecast method based on fuzzy logic relation tables to TAIEX Data

3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.123

A Probabilistic Prediction of Time Series based on Sigma Pi Neural Networks

Xth International Statistics Days Conference (ISDC’2016), 7 - 09 Ekim 2016

Median Pi Artificial Neural Network for Forecasting

INTERNATIONAL CONFERENCE ON TRENDS AND PERSPECTIVES IN LINEAR STATISTICAL INFERENCE, 22 - 25 Ağustos 2016

BOOTSTRAP FUZZY FUNCTİONS FOR TİME SERİES FORECASTİNG APPLİCATİON OF BORSA İSTANBUL

17th International Symposium on Econometrics, Operations Research and Statistics, Sivas, Türkiye, 2 - 04 Haziran 2016, ss.362-363

Maximum Likelihood Estimation with Genetic Algorithm for The Parameters of Skew Normal Distribution

International Conference on Information Complexity and Statistical Modeling in High Dimensions with Application, 18 - 21 Mayıs 2016

A New Search Space for Genetic Algorithm

International Conference on Information Complexity and Statistical Modeling in High Dimensions with Application, 18 - 21 Mayıs 2016

A NEW DYNAMIC WEIGHT NEURAL NETWORK FOR BIST 100 MODELLING

1th International Black Sea Business Administion Symposium, 16 - 18 Mayıs 2016

A Hybrid Multivariate Fuzzy Time Series Method Based on Gustafson Kessel Fuzzy Clustering Technique and Artificial Neural Network

International Journal of Arts & Sciences’ (IJAS) International Conference for Technology and Science, 13 - 16 Nisan 2015

An Ensemble of Single Multiplicative Neuron Models for Probabilistic Prediction

IEEE Symposium Series on Computational Intelligence (IEEE SSCI), Athens, Yunanistan, 6 - 09 Aralık 2016 identifier identifier

A New Probabilistic Fuzzy Time Series Method

The 4th International Fuzzy Systems Symposium (FUZZYSS’15), İstanbul, Türkiye, 5 - 06 Kasım 2015, ss.227-231

A Fuzzy Time Series Network for Forecasting

International work-conference on Time Series(ITISE 2015), Granada, Nikaragua, 1 - 03 Temmuz 2015, ss.541

A New Type Recurrent Multiplicative Neuron Model Articial Neural Network for Forecasting

International work-conference on Time Series(ITISE 2015), Granada, Nikaragua, 1 - 03 Temmuz 2015, ss.637

Forecasting Turkey Electricity Consumption by Using Fuzzy Functions Approach

International work-conference on Time Series(ITISE 2015), Granada, Nikaragua, 1 - 03 Temmuz 2015, ss.542 Sürdürülebilir Kalkınma

An Improved High Order Fuzzy Time Series Approach

International 8th International Statistics Congress, Antalya, Türkiye, 27 - 30 Ekim 2013

Üyelik Değerlerine ve Çarpımsal Nöron Modele Dayalı Bulanık Zaman Serisi Yaklaşımı

13th International Conference on Econometrics, Operation Research and Statistics, Famagusta, Kıbrıs (Kktc), 24 - 26 Mayıs 2012

Mevsimsel Bulanık Zaman Serilerinin Çözümlenmesinde Yeni Bir Yaklaşım

13th International Conference on Econometrics, Operation Research and Statistics, Famagusta, Kıbrıs (Kktc), 24 - 26 Mayıs 2012

Bulanık Cronbach Alfa

13th International Conference on Econometrics, Operation Research and Statistics, Famagusta, Kıbrıs (Kktc), 24 - 26 Mayıs 2012

A new hybrid approach for forecasting a seasonal fuzzy time series

1st International Symposium on Computing in Science and Engineering, Aydın, Türkiye, 28 - 30 Mayıs 2010

A New High Order Fuzzy Time Series Approach

1st International Symposium on Computing in Science and Engineering, Aydın, Türkiye, 28 - 30 Mayıs 2010

A New Approach Based on Artificial Neural Networks for High Order Bivariate Fuzzy Time Series

13th World Conference on Soft Computing in Industrial Application, ELECTR NETWORK, 01 Ocak 2008, cilt.58, ss.265-267 identifier identifier

Kitap & Kitap Bölümleri

A New High Order Multivariate Fuzzy Time SeriesForecasting Model

Advances in Time Series Forecasting (Volume 2), Cagdas Hakan Aladag, Editör, Bentham Science Publishers, Sharjah, ss.127-143, 2017

A New Neural Network Model with DeterministicTrend and Seasonality Components for TimeSeries Forecasting

Advances in Time Series Forecasting (Volume 2), Cagdas Hakan Aladag, Editör, Bentham Science Publishers, Sharjah, ss.76-92, 2017

A Hybrid Forecasting Approach Combines SARIMA and Fuzzy Time Series

Advances in Time Series Forecasting, Cagdas Hakan Aladag; Erol Egrioglu, Editör, Bentham Science Publishers, ss.96-107, 2012

Comparison of Feed Forward and Elman Neural Networks ForecastingAbility: Case Study for IMKB

Advances in Time Series Forecasting, Cagdas Hakan Aladag; Erol Egrioglu, Editör, Bentham Science Publishers, ss.11-17, 2012

A New Method for Forecasting Fuzzy Time Series with Triangular FuzzyNumber Observations

Advances in Time Series Forecasting, Cagdas Hakan Aladag; Erol Egrioglu, Editör, Bentham Science Publishers, ss.48-55, 2012

Comparison of Architecture Selection Criteria in Analyzing Long MemoryTime Series

Advances in Time Series Forecasting, Cagdas Hakan Alada; Erol Egrioglu, Editör, Bentham Science Publishers, ss.18-25, 2012

A New Approach Based On Artıfıcıal Neural Networks For Hıgh Order Bıvarıate Fuzzy Tıme Series

Applications of Soft Computing From Theory to Praxis, Jörn Mehnen,Mario Koeppen,Ashraf Saad,Ashutosh Tiwari, Editör, Springer-Verlag , ss.265-273, 2009

Metrikler

Yayın

142

Atıf (WoS)

1315

H-İndeks (WoS)

21

Atıf (Scopus)

1604

H-İndeks (Scopus)

22

Proje

4

Tez Danışmanlığı

3

Açık Erişim

6
BM Sürdürülebilir Kalkınma Amaçları