Bildiriler

2020:

Egrioglu E., Bas E., MULTIVARIATE PICTURE FUZZY TIME SERIES: DEFINITIONS AND A FORECASTING METHOD BASED ON PI-SIGMA ARTIFICIAL NEURAL NETWORKS, 9 th INTERNATIONALCONFERENCE ON ENGINEERING & NATURAL SCIENCES November 13- 15, 2020 / Ankara, Turkey.
 
Egrioglu E., Bas E., A NEW RECURRENT DENDRITIC NEURON MODEL ARTIFICIAL NEURAL NETWORK FOR TIME SERIES FORECASTING, , 9 th INTERNATIONALCONFERENCE ON ENGINEERING & NATURAL SCIENCES November 13- 15, 2020 / Ankara, Turkey.
 
Egrioglu E., Bas E., A NEW AUTOMATIC FORECASTING METHOD BASED ON SINGLE MULTIPLICATIVE NEURON MODEL ARTIFICIAL NEURAL NETWORKS, , 9 th INTERNATIONALCONFERENCE ON ENGINEERING & NATURAL SCIENCES November 13- 15, 2020 / Ankara, Turkey.
 
Egrioglu E., Fildes R., Bas E., RECURRENT FUZZY TIME SERIES FUNCTIONS APPROACHES FOR FORECASTING, 9 th INTERNATIONALCONFERENCE ON ENGINEERING & NATURAL SCIENCES November 13- 15, 2020 / Ankara, Turkey.
 
2018:

Kızılaslan B., Egrioglu E., Evren A., 2018, Intuitionistic fuzzy ridge regression function, Abstract book of International Conference on Trends and Perspectives in Linear Statistical Inference, Bedlowo, Poland, page 96.
 
Eğrioğlu E., A New Multiple Model Approach based on Artificial Neural Network for Forecasting, 11. International Statistics Days Conference, Muğla/Turkey, 03-07 October 2018. (Invited Talk)
 
Kocak, C., Egrioglu E., Bas E., Yolcu U., A new intuitionistic high order fuzzy time series method based on robust regression, 11. International Statistics Days Conference, Muğla/Turkey, 03-07 October 2018.
 
Yolcu U., Egrioglu E., Bas E., Cagcag Yolcu O., An intuitionistic fuzzy time series prediction method based on Sigma-Pi neural network, 11. International Statistics Days Conference, Muğla/Turkey, 03-07 October 2018.
 
Tak, T., Egrioglu E., Bas E., Yolcu U., Combination of forecasting methods based on Fuzzy C-Means clustering, 11. International Statistics Days Conference, Muğla/Turkey, 03-07 October 2018.
 
Cagcag Yolcu O., Bas E., Egrioglu E., Yolcu U., The use of some loss functions in fuzzy time series forecasting problem, 11. International Statistics Days Conference, Muğla/Turkey, 03-07 October 2018.
 
Bas E., Egrioglu E., Yolcu U., Fuzzy regression function approach based on moving block bootstrap method, 11. International Statistics Days Conference, Muğla/Turkey, 03-07 October 2018.
 
Bas E., Egrioglu E., Yolcu U., Bootstrapped Holt method with autoregressive coefficients based on harmony search algorithm, 4th International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2018), İzmir/Turkey, Book Page: 170, 28-30 April 2018.
 
Kocak C., Egrioglu E., Bas E., Yolcu U., Intuitionistic high order fuzzy time series method based on regression and principal component analysis, 4th International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2018), İzmir/Turkey, Book Page: 166, 28-30 April 2018.
 
Yolcu U., Bas E., Egrioglu E., Cagcag Yolcu O., An intuitionistic fuzzy time series forecasting model based on bat algorithm, 4th International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2018), İzmir/Turkey, Book Page: 165, 28-30 April 2018.
 
Cagcag Yolcu O., Egrioglu E., Bas E., Yolcu U., Bootstraped fuzzy time series model based on particle swarm optimization, 4th International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2018), İzmir/Turkey, Book Page: 164, 28-30 April 2018.
 
Egrioglu E., Yolcu U., Bas E., Dalar A.Z., Bagged Pi-Sigma artificial neural networks with artificial bee colony algorithm for forecasting, 4th International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2018), İzmir/Turkey, Book Page:85, 28-30 April 2018.
 
Ufuk Yolcu, Egrioglu E., Eren Baş, Winsorized Mean-Pi Artificial Neural Network based on Robust Learning for Time Series Forecasting, 13th German Probability and Statistics Days, Freiburger Stochastik-Tage, February 27–March 2, 2018, Poster Presentation.
 
Erol Egrioglu, Eren Baş, Ufuk Yolcu, Ali Zafer Dalar, Ozge Cagcag Yolcu, Bootstrapped linear and nonlinear artificial neural network for time series forecasting, 13th German Probability and Statistics Days, Freiburger Stochastik-Tage, February 27–March 2, 2018, Poster Presentation.
 
Eren Baş, Ufuk Yolcu, Egrioglu E., Ali Zafer Dalar, Intuitionistic Fuzzy Regression Functions Approach for Forecasting, 13th German Probability and Statistics Days, Freiburger Stochastik-Tage, February 27–March 2, 2018, Poster Presentation.
 
2017:

Egrioglu E., Yolcu U., Baş E. (2017). A new intuitionistic high order fuzzy time series method. 10th International Statistics Congress, 87.
 
Yolcu U., Egrioglu E., Baş E. (2017). A novel Holt’s method with seasonal component based on particle swarm optimization. 10th International Statistics Congress, 86.
 
Bas E., Egrioglu E. , Yolcu U. (2017). A new hybrid method for the training of multiplicative neuron model artificial neural networks. 10th International Statistics Congress, 95.
 
Kocak C., Egrioglu E. (2017). A New VARMA Type Approach of Multivariate Fuzzy Time Series Based on Artificial Neural Network. 10th International Statistics Congress, ISC2017.
 
Cagcag Yolcu O., Bas E., Egrioglu E.,Yolcu U. (2017). An Application of Single Multiplicative Neuron Model Artificial Neural Network with Adaptive Weights and Biases based on Autoregressive Structure. 10th Internationalstatistics Congress, 85.
 
Dalar A.Z., Bas E., Egrioglu E.,Yolcu U., Cagcag Yolcu O. (2017), Recurrent Fuzzy Regression Functions Approach based on IID Innovations Bootstrap with Rejection Sampling. 10th Internationalstatistics Congress, 10.
 
Cagcag Yolcu O., Bas, E., Egrioglu, E., Yolcu, Zaman serisi tahmini için tereddüt derecesine dayalı yeni bir sezgisel bulanık fonksiyon yaklaşımı, EUREFE’17, Book Page: 315, Aydın/Turkey, 27-29 July 2017
 
Egrioglu, E., Yolcu, U., Bas, E., Parçacık sürü optimizasyonuna dayalı değiştirilmiş Holt yöntemi, EUREFE’17, Book Page: 288, Aydın/Turkey, 27-29 July 2017.
 
Bas, E., Egrioglu, E., Yolcu, U., Winters’ın üstel düzleştirme yönteminde parçacık sürü optimizasyonu ile parametre tahmini, EUREFE’17, Book Page: 286, Aydın/Turkey, 27-29 July 2017.
 
Yolcu U., Egrioglu E., Baş E., Dalar A.Z., Cagcag Yolcu O. (2017). A Multi-Component Hybrid Learning Algorithm For Multiplicative Neuron Model Artificial Neural Networks. EUREFE’17 International Conference, 1(2), 316-317.
 
Gundogdu, O., Egrioglu, E., Yolcu, U., Bas, E., Dalar, A.Z., Bootstrapped robust Pi-Sigma artificial neural network based on robust learning algorithm, 3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2017), Book Page: 159, Konya/Turkey, 24-26 May 2017.
 
Kocak, C., Egrioglu, E., Yolcu, U., Bas, E., 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), Book Page: 158, Konya/Turkey, 24-26 May 2017.
 
Yolcu, U., Egrioglu, E., Bas, E., Dalar, A.Z., IID bootstrap approach with rejection sampling for Pi-Sigma artificial neural network, 3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2017), Konya/Turkey, Book Page: 67, 24-26 May 2017.
 
Dalar, A.Z., Bas, E., Yolcu, U., Egrioglu, E., Bagging fuzzy ridge regression functions approach for forecasting, 3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2017), Book Page: 66, Konya/Turkey, 24-26 May 2017.
 
Bas, E., Egrioglu, E., Yolcu, U., A robust learning algorithm for Pi-Sigma artificial neural networks based on M-estimator, 3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2017), Book Page: 65, Konya/Turkey, 24-26 May 2017.
 
Cagcag Yolcu O., Bas, E., Yolcu, U., Egrioglu, E., A new intuitionistic time series fuzzy inference system, 3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2017), Book Page: 64, Konya/Turkey, 24-26 May 2017.
 
Egrioglu, E., Yolcu, U., Bas, E., Dalar, A.Z., 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), Book Page: 63, Konya/Turkey, 24-26 May 2017.
 
Cagcag Yolcu, O., Egrioglu, E., Bas, E., Kocak, C., Yolcu, U., A new ıntuitionistic fuzzy functions approach based on IID Bootstrap for time series prediction, I. International Symposium On Economics, Finance and Econometrics, Istanbul/Turkey, 21-23 September 2017.
 
Yolcu, U., Egrioglu, E., Bas, E., Dalar, A.Z., Cagcag Yolcu, O., Robust single multiplicative neuron model artificial neural network with adaptive weights and biases for forecasting, I. International Symposium On Economics, Finance and Econometrics, Istanbul/Turkey, 21-23 September 2017.