Eren Bas

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 30

Top Topics

Intuitionistic Fuzzy

Genetic Algorithm

Stock Market Prediction

Top Venues

Eng. Appl. Artif. Intell.

Expert Syst. Appl.

Publications

Erol Egrioglu, Eren Bas
A new deep neural network for forecasting: Deep dendritic artificial neural network. Artif. Intell. Rev. 57 (7) (2024)
Eren Bas, Erol Egrioglu, Turan Cansu
Robust training of median dendritic artificial neural networks for time series forecasting. Expert Syst. Appl. 238 (Part C) (2024)
Erol Egrioglu, Eren Bas
Robust intuitionistic fuzzy regression functions approaches. Inf. Sci. 638 (2023)
Eren Bas, Erol Egrioglu, Ufuk Yolcu, Mu-Yen Chen
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks. Big Data 11 (2) (2023)
Cem Kocak, Erol Egrioglu, Eren Bas
A new explainable robust high-order intuitionistic fuzzy time-series method. Soft Comput. 27 (3) (2023)
Erol Egrioglu, Eren Bas
A new hybrid recurrent artificial neural network for time series forecasting. Neural Comput. Appl. 35 (3) (2023)
Erol Egrioglu, Crina Grosan, Eren Bas
A new genetic algorithm method based on statistical-based replacement for the training of multiplicative neuron model artificial neural networks. J. Supercomput. 79 (7) (2023)
Hasan Huseyin Gul, Erol Egrioglu, Eren Bas
Statistical learning algorithms for dendritic neuron model artificial neural network based on sine cosine algorithm. Inf. Sci. 629 (2023)
Eren Bas
Robust fuzzy regression functions approaches. Inf. Sci. 613 (2022)
Erol Egrioglu, Eren Bas, Mu-Yen Chen
Recurrent dendritic neuron model artificial neural network for time series forecasting. Inf. Sci. 607 (2022)
Eren Bas, Erol Egrioglu
A fuzzy regression functions approach based on Gustafson-Kessel clustering algorithm. Inf. Sci. 592 (2022)
Ozge Cagcag Yolcu, Erol Egrioglu, Eren Bas, Ufuk Yolcu
Multivariate intuitionistic fuzzy inference system for stock market prediction: The cases of Istanbul and Taiwan. Appl. Soft Comput. 116 (2022)
Eren Bas, Erol Egrioglu, Emine Kolemen
A novel intuitionistic fuzzy time series method based on bootstrapped combined pi-sigma artificial neural network. Eng. Appl. Artif. Intell. 114 (2022)
Nihat Tak, Erol Egrioglu, Eren Bas, Ufuk Yolcu
An adaptive forecast combination approach based on meta intuitionistic fuzzy functions. J. Intell. Fuzzy Syst. 40 (5) (2021)
Ufuk Yolcu, Erol Egrioglu, Eren Bas, Ozge Cagcag Yolcu, Ali Zafer Dalar
Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network. J. Exp. Theor. Artif. Intell. 33 (3) (2021)
Cem Kocak, Erol Egrioglu, Eren Bas
A new deep intuitionistic fuzzy time series forecasting method based on long short-term memory. J. Supercomput. 77 (6) (2021)
Eren Bas, Ufuk Yolcu, Erol Egrioglu
Picture fuzzy regression functions approach for financial time series based on ridge regression and genetic algorithm. J. Comput. Appl. Math. 370 (2020)
Cem Kocak, Ali Zafer Dalar, Ozge Cagcag Yolcu, Eren Bas, Erol Egrioglu
A new fuzzy time series method based on an ARMA-type recurrent Pi-Sigma artificial neural network. Soft Comput. 24 (11) (2020)
Erol Egrioglu, Eren Bas, Ufuk Yolcu, Mu-Yen Chen
Picture fuzzy time series: Defining, modeling and creating a new forecasting method. Eng. Appl. Artif. Intell. 88 (2020)
Ozge Cagcag Yolcu, Eren Bas, Erol Egrioglu, Ufuk Yolcu
A new intuitionistic fuzzy functions approach based on hesitation margin for time-series prediction. Soft Comput. 24 (11) (2020)
Erol Egrioglu, Eren Bas, Ozge Cagcag Yolcu, Ufuk Yolcu
Intuitionistic time series fuzzy inference system. Eng. Appl. Artif. Intell. 82 (2019)
Erol Egrioglu, Ufuk Yolcu, Eren Bas, Ali Zafer Dalar
Median-Pi artificial neural network for forecasting. Neural Comput. Appl. 31 (1) (2019)
Ozge Cagcag Yolcu, Eren Bas, Erol Egrioglu, Ufuk Yolcu
Single Multiplicative Neuron Model Artificial Neural Network with Autoregressive Coefficient for Time Series Modelling. Neural Process. Lett. 47 (3) (2018)
Eren Bas, Crina Grosan, Erol Egrioglu, Ufuk Yolcu
High order fuzzy time series method based on pi-sigma neural network. Eng. Appl. Artif. Intell. 72 (2018)
Ufuk Yolcu, Eren Bas, Erol Egrioglu
A new fuzzy inference system for time series forecasting and obtaining the probabilistic forecasts via subsampling block bootstrap. J. Intell. Fuzzy Syst. 35 (2) (2018)
Esra Akdeniz, Erol Egrioglu, Eren Bas, Ufuk Yolcu
An ARMA Type Pi-Sigma Artificial Neural Network for Nonlinear Time Series Forecasting. J. Artif. Intell. Soft Comput. Res. 8 (2) (2018)
Eren Bas
The Training Of Multiplicative Neuron Model Based Artificial Neural Networks With Differential Evolution Algorithm For Forecasting. J. Artif. Intell. Soft Comput. Res. 6 (1) (2016)
Eren Bas, Vedide Rezan Uslu, Erol Egrioglu
Robust learning algorithm for multiplicative neuron model artificial neural networks. Expert Syst. Appl. 56 (2016)
Eren Bas, Erol Egrioglu, Çagdas Hakan Aladag, Ufuk Yolcu
Fuzzy-time-series network used to forecast linear and nonlinear time series. Appl. Intell. 43 (2) (2015)
Erol Egrioglu, Ufuk Yolcu, Çagdas Hakan Aladag, Eren Bas
Recurrent Multiplicative Neuron Model Artificial Neural Network for Non-linear Time Series Forecasting. Neural Process. Lett. 41 (2) (2015)
Eren Bas, Vedide Rezan Uslu, Ufuk Yolcu, Erol Egrioglu
A modified genetic algorithm for forecasting fuzzy time series. Appl. Intell. 41 (2) (2014)
Çagdas Hakan Aladag, Ufuk Yolcu, Erol Egrioglu, Eren Bas
Fuzzy lagged variable selection in fuzzy time series with genetic algorithms. Appl. Soft Comput. 22 (2014)
Vedide Rezan Uslu, Eren Bas, Ufuk Yolcu, Erol Egrioglu
A fuzzy time series approach based on weights determined by the number of recurrences of fuzzy relations. Swarm Evol. Comput. 15 (2014)