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Ozge Cagcag Yolcu

Ozge Cagcag

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2024
[j14]
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Ozge Cagcag Yolcu, Ufuk Yolcu:
A new ensemble intuitionistic fuzzy-deep forecasting model: Consolidation of the IFRFs-bENR with LSTM. Inf. Sci. 679: 121007 (2024)
[j13]
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Ozge Cagcag Yolcu, Hak-Keung Lam, Ufuk Yolcu:
Short-term load forecasting: cascade intuitionistic fuzzy time series - univariate and bivariate models. Neural Comput. Appl. 36(32): 20167-20192 (2024)
2023
[j12]
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Ozge Cagcag Yolcu, Ufuk Yolcu:
A novel intuitionistic fuzzy time series prediction model with cascaded structure for financial time series. Expert Syst. Appl. 215: 119336 (2023)
2022
[j11]
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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)
[j10]
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  - journals/nca/ArslanY22
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Sule Nazli Arslan, Ozge Cagcag Yolcu:
A hybrid sigma-pi neural network for combined intuitionistic fuzzy time series prediction model. Neural Comput. Appl. 34(15): 12895-12917 (2022)
[j9]
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Melih Kirisci, Ozge Cagcag Yolcu:
A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting. Neural Process. Lett. 54(4): 3357-3374 (2022)
2021
[j8]
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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)
2020
[j7]
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  - journals/soco/YolcuBEY20
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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)
[j6]
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  - journals/soco/KocakDYBE20
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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)
2019
[j5]
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Erol Egrioglu, Eren Bas, Ozge Cagcag Yolcu, Ufuk Yolcu:
Intuitionistic time series fuzzy inference system. Eng. Appl. Artif. Intell. 82: 175-183 (2019)
2018
[j4]
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  - journals/asc/YolcuA18
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Ozge Cagcag Yolcu, Faruk Alpaslan:
Prediction of TAIEX based on hybrid fuzzy time series model with single optimization process. Appl. Soft Comput. 66: 18-33 (2018)
[j3]
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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)
2017
[j2]
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  - journals/ijon/YolcuL17
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Ozge Cagcag Yolcu, Hak-Keung Lam:
A combined robust fuzzy time series method for prediction of time series. Neurocomputing 247: 87-101 (2017)
2014
[j1]
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  - journals/jifs/YolcuCAE14
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Ufuk Yolcu, Ozge Cagcag, Çagdas Hakan Aladag, Erol Egrioglu:
An enhanced fuzzy time series forecasting method based on artificial bee colony. J. Intell. Fuzzy Syst. 26(6): 2627-2637 (2014)

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