Eren Bas

According to our database, Eren Bas authored at least 34 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A hybrid deep recurrent artificial neural network with a simple exponential smoothing feedback mechanism.

Ozlem Karahasan, Eren Bas, Erol Egrioglu

Inf. Sci., 2025

2024

A new deep neural network for forecasting: Deep dendritic artificial neural network.

Erol Egrioglu, Eren Bas

Artif. Intell. Rev., July, 2024

Robust training of median dendritic artificial neural networks for time series forecasting.

Eren Bas, Erol Egrioglu, Turan Cansu

Expert Syst. Appl., March, 2024

2023

Robust intuitionistic fuzzy regression functions approaches.

Erol Egrioglu, Eren Bas

Inf. Sci., August, 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., June, 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., May, 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, April, 2023

A new explainable robust high-order intuitionistic fuzzy time-series method.

Cem Kocak, Erol Egrioglu, Eren Bas

Soft Comput., February, 2023

A new hybrid recurrent artificial neural network for time series forecasting.

Erol Egrioglu, Eren Bas

Neural Comput. Appl., 2023

2022

Recurrent dendritic neuron model artificial neural network for time series forecasting.

Erol Egrioglu, Eren Bas, Mu-Yen Chen

Inf. Sci., 2022

A fuzzy regression functions approach based on Gustafson-Kessel clustering algorithm.

Eren Bas, Erol Egrioglu

Inf. Sci., 2022

Robust fuzzy regression functions approaches.

Eren Bas

Inf. Sci., 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

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

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

An adaptive forecast combination approach based on meta intuitionistic fuzzy functions.

Nihat Tak, Erol Egrioglu, Eren Bas, Ufuk Yolcu

J. Intell. Fuzzy Syst., 2021

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

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

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

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

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

2019

Median-Pi artificial neural network for forecasting.

Erol Egrioglu, Ufuk Yolcu, Eren Bas, Ali Zafer Dalar

Neural Comput. Appl., 2019

Intuitionistic time series fuzzy inference system.

Erol Egrioglu, Eren Bas, Ozge Cagcag Yolcu, Ufuk Yolcu

Eng. Appl. Artif. Intell., 2019

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

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

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

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

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

Robust learning algorithm for multiplicative neuron model artificial neural networks.

Eren Bas, Vedide Rezan Uslu, Erol Egrioglu

Expert Syst. Appl., 2016

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

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

Eren Bas, Erol Egrioglu, Çagdas Hakan Aladag, Ufuk Yolcu

Appl. Intell., 2015

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 lagged variable selection in fuzzy time series with genetic algorithms.

Çagdas Hakan Aladag, Ufuk Yolcu, Erol Egrioglu, Eren Bas

Appl. Soft Comput., 2014

A modified genetic algorithm for forecasting fuzzy time series.

Eren Bas, Vedide Rezan Uslu, Ufuk Yolcu, Erol Egrioglu

Appl. Intell., 2014