Ozge Cagcag Yolcu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Financial Time Series

Prediction Model

Intuitionistic Fuzzy

Stock Market Prediction

Top Venues

Neural Process. Lett.

Appl. Soft Comput.

Eng. Appl. Artif. Intell.

Publications

Ozge Cagcag Yolcu, Ufuk Yolcu
A new ensemble intuitionistic fuzzy-deep forecasting model: Consolidation of the IFRFs-bENR with LSTM. Inf. Sci. 679 (2024)
Ozge Cagcag Yolcu, Ufuk Yolcu
A novel intuitionistic fuzzy time series prediction model with cascaded structure for financial time series. Expert Syst. Appl. 215 (2023)
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) (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)
Melih Kirisci, Ozge Cagcag Yolcu
A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting. Neural Process. Lett. 54 (4) (2022)
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, 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)
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)
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)
Ozge Cagcag Yolcu, Faruk Alpaslan
Prediction of TAIEX based on hybrid fuzzy time series model with single optimization process. Appl. Soft Comput. 66 (2018)
Ozge Cagcag Yolcu, Hak-Keung Lam
A combined robust fuzzy time series method for prediction of time series. Neurocomputing 247 (2017)