A modified genetic algorithm for forecasting fuzzy time series. - Eren Bas; Vedide Rezan Uslu; Ufuk Yolcu; Erol Egrioglu (Appl. Intell., 2014)

Fuzzy lagged variable selection in fuzzy time series with genetic algorithms. - Çagdas Hakan Aladag; Ufuk Yolcu; Erol Egrioglu; Eren Bas (Appl. Soft Comput., 2014)

A fuzzy time series approach based on weights determined by the number of recurrences of fuzzy relations. - Vedide Rezan Uslu; Eren Bas; Ufuk Yolcu; Erol Egrioglu (Swarm Evol. Comput., 2014)

Fuzzy-time-series network used to forecast linear and nonlinear time series. - Eren Bas; Erol Egrioglu; Çagdas Hakan Aladag; Ufuk Yolcu (Appl. Intell., 2015)

Recurrent Multiplicative Neuron Model Artificial Neural Network for Non-linear Time Series Forecasting. - Erol Egrioglu; Ufuk Yolcu; Çagdas Hakan Aladag; Eren Bas (Neural Process. Lett., 2015)

Robust learning algorithm for multiplicative neuron model artificial neural networks. - Eren Bas; Vedide Rezan Uslu; Erol Egrioglu (Expert Syst. Appl., 2016)

The Training Of Multiplicative Neuron Model Based Artificial Neural Networks With Differential Evolution Algorithm For Forecasting. - Eren Bas (J. Artif. Intell. Soft Comput. Res., 2016)

High order fuzzy time series method based on pi-sigma neural network. - Eren Bas; Crina Grosan; Erol Egrioglu; Ufuk Yolcu (Eng. Appl. Artif. Intell., 2018)

An ARMA Type Pi-Sigma Artificial Neural Network for Nonlinear Time Series Forecasting. - Esra Akdeniz; Erol Egrioglu; Eren Bas; Ufuk Yolcu (J. Artif. Intell. Soft Comput. Res., 2018)

A new fuzzy inference system for time series forecasting and obtaining the probabilistic forecasts via subsampling block bootstrap. - Ufuk Yolcu; Eren Bas; Erol Egrioglu (J. Intell. Fuzzy Syst., 2018)

Single Multiplicative Neuron Model Artificial Neural Network with Autoregressive Coefficient for Time Series Modelling. - Ozge Cagcag Yolcu; Eren Bas; Erol Egrioglu; Ufuk Yolcu (Neural Process. Lett., 2018)

Intuitionistic time series fuzzy inference system. - Erol Egrioglu; Eren Bas; Ozge Cagcag Yolcu; Ufuk Yolcu (Eng. Appl. Artif. Intell., 2019)

Median-Pi artificial neural network for forecasting. - Erol Egrioglu; Ufuk Yolcu; Eren Bas; Ali Zafer Dalar (Neural Comput. Appl., 2019)

Picture fuzzy time series: Defining, modeling and creating a new forecasting method. - Erol Egrioglu; Eren Bas; Ufuk Yolcu; Mu-Yen Chen (Eng. Appl. Artif. Intell., 2020)

Picture fuzzy regression functions approach for financial time series based on ridge regression and genetic algorithm. - Eren Bas; Ufuk Yolcu; Erol Egrioglu (J. Comput. Appl. Math., 2020)

A new fuzzy time series method based on an ARMA-type recurrent Pi-Sigma artificial neural network. - Cem Kocak; Ali Zafer Dalar; Ozge Cagcag Yolcu; Eren Bas; Erol Egrioglu (Soft Comput., 2020)

A new intuitionistic fuzzy functions approach based on hesitation margin for time-series prediction. - Ozge Cagcag Yolcu; Eren Bas; Erol Egrioglu; Ufuk Yolcu (Soft Comput., 2020)

Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network. - Ufuk Yolcu; Erol Egrioglu; Eren Bas; Ozge Cagcag Yolcu; Ali Zafer Dalar (J. Exp. Theor. Artif. Intell., 2021)

An adaptive forecast combination approach based on meta intuitionistic fuzzy functions. - Nihat Tak; Erol Egrioglu; Eren Bas; Ufuk Yolcu (J. Intell. Fuzzy Syst., 2021)

A new deep intuitionistic fuzzy time series forecasting method based on long short-term memory. - Cem Kocak; Erol Egrioglu; Eren Bas (J. Supercomput., 2021)

Multivariate intuitionistic fuzzy inference system for stock market prediction: The cases of Istanbul and Taiwan. - Ozge Cagcag Yolcu; Erol Egrioglu; Eren Bas; Ufuk Yolcu (Appl. Soft Comput., 2022)

A novel intuitionistic fuzzy time series method based on bootstrapped combined pi-sigma artificial neural network. - Eren Bas; Erol Egrioglu; Emine Kolemen (Eng. Appl. Artif. Intell., 2022)

Robust fuzzy regression functions approaches. - Eren Bas (Inf. Sci., 2022)

A fuzzy regression functions approach based on Gustafson-Kessel clustering algorithm. - Eren Bas; Erol Egrioglu (Inf. Sci., 2022)

Recurrent dendritic neuron model artificial neural network for time series forecasting. - Erol Egrioglu; Eren Bas; Mu-Yen Chen (Inf. Sci., 2022)

A new hybrid recurrent artificial neural network for time series forecasting. - Erol Egrioglu; Eren Bas (Neural Comput. Appl., 2023)

A new explainable robust high-order intuitionistic fuzzy time-series method. - Cem Kocak; Erol Egrioglu; Eren Bas (Soft Comput., 2023)

A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks. - Eren Bas; Erol Egrioglu; Ufuk Yolcu; Mu-Yen Chen (Big Data, 2023)

A new genetic algorithm method based on statistical-based replacement for the training of multiplicative neuron model artificial neural networks. - Erol Egrioglu; Crina Grosan; Eren Bas (J. Supercomput., 2023)

Statistical learning algorithms for dendritic neuron model artificial neural network based on sine cosine algorithm. - Hasan Huseyin Gul; Erol Egrioglu; Eren Bas (Inf. Sci., 2023)

Robust intuitionistic fuzzy regression functions approaches. - Erol Egrioglu; Eren Bas (Inf. Sci., 2023)

Robust training of median dendritic artificial neural networks for time series forecasting. - Eren Bas; Erol Egrioglu; Turan Cansu (Expert Syst. Appl., 2024)

A new deep neural network for forecasting: Deep dendritic artificial neural network. - Erol Egrioglu; Eren Bas (Artif. Intell. Rev., 2024)

A hybrid deep recurrent artificial neural network with a simple exponential smoothing feedback mechanism. - Ozlem Karahasan; Eren Bas; Erol Egrioglu (Inf. Sci., 2025)