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2020 – today
- 2025
[j34]Ozlem Karahasan, Eren Bas, Erol Egrioglu:
A hybrid deep recurrent artificial neural network with a simple exponential smoothing feedback mechanism. Inf. Sci. 686: 121356 (2025)- 2024
- [j33]Erol Egrioglu, Eren Bas:
A new deep neural network for forecasting: Deep dendritic artificial neural network. Artif. Intell. Rev. 57(7): 171 (2024) - [j32]Eren Bas
, Erol Egrioglu, Turan Cansu:
Robust training of median dendritic artificial neural networks for time series forecasting. Expert Syst. Appl. 238(Part C): 122080 (2024) - 2023
- [j31]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): 105-116 (2023) - [j30]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: 398-412 (2023) - [j29]Erol Egrioglu, Eren Bas:
Robust intuitionistic fuzzy regression functions approaches. Inf. Sci. 638: 118992 (2023) - [j28]Erol Egrioglu, Eren Bas:
A new hybrid recurrent artificial neural network for time series forecasting. Neural Comput. Appl. 35(3): 2855-2865 (2023) - [j27]Cem Kocak, Erol Egrioglu, Eren Bas:
A new explainable robust high-order intuitionistic fuzzy time-series method. Soft Comput. 27(3): 1783-1796 (2023) - [j26]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): 7286-7304 (2023) - 2022
- [j25]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: 108363 (2022) - [j24]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: 105030 (2022) - [j23]Eren Bas, Erol Egrioglu:
A fuzzy regression functions approach based on Gustafson-Kessel clustering algorithm. Inf. Sci. 592: 206-214 (2022) - [j22]Erol Egrioglu, Eren Bas, Mu-Yen Chen:
Recurrent dendritic neuron model artificial neural network for time series forecasting. Inf. Sci. 607: 572-584 (2022) - [j21]Eren Bas:
Robust fuzzy regression functions approaches. Inf. Sci. 613: 419-434 (2022) - 2021
- [j20]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): 383-404 (2021) - [j19]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): 9567-9581 (2021) - [j18]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): 6178-6196 (2021) - 2020
- [j17]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) - [j16]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) - [j15]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): 8211-8222 (2020) - [j14]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): 8243-8252 (2020)
2010 – 2019
- 2019
- [j13]Erol Egrioglu, Eren Bas, Ozge Cagcag Yolcu, Ufuk Yolcu:
Intuitionistic time series fuzzy inference system. Eng. Appl. Artif. Intell. 82: 175-183 (2019) - [j12]Erol Egrioglu, Ufuk Yolcu, Eren Bas, Ali Zafer Dalar:
Median-Pi artificial neural network for forecasting. Neural Comput. Appl. 31(1): 307-316 (2019) - 2018
- [j11]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: 350-356 (2018) - [j10]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): 121-132 (2018) - [j9]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): 2349-2358 (2018) - [j8]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): 1133-1147 (2018) - 2016
- [j7]Eren Bas, Vedide Rezan Uslu, Erol Egrioglu:
Robust learning algorithm for multiplicative neuron model artificial neural networks. Expert Syst. Appl. 56: 80-88 (2016) - [j6]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): 5 (2016) - 2015
- [j5]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): 343-355 (2015) - [j4]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): 249-258 (2015) - 2014
- [j3]Eren Bas, Vedide Rezan Uslu, Ufuk Yolcu, Erol Egrioglu:
A modified genetic algorithm for forecasting fuzzy time series. Appl. Intell. 41(2): 453-463 (2014) - [j2]Çagdas Hakan Aladag, Ufuk Yolcu, Erol Egrioglu, Eren Bas:
Fuzzy lagged variable selection in fuzzy time series with genetic algorithms. Appl. Soft Comput. 22: 465-473 (2014) - [j1]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: 19-26 (2014)
Coauthor Index
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