A Hybrid Forecasting Model Based on Multivariate Fuzzy Time Series and Artificial Neural Networks

Advances in Time Series Forecasting ◽

10.2174/978160805373511201010118 ◽

2012 ◽

pp. 118-129

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Model Based ◽

Hybrid Forecasting ◽

Artificial Neural

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A high order fuzzy time series forecasting model based on adaptive expectation and artificial neural networks

Mathematics and Computers in Simulation ◽

10.1016/j.matcom.2010.09.011 ◽

2010 ◽

Vol 81 (4) ◽

pp. 875-882 ◽

Author(s):

Cagdas Hakan Aladag ◽

Ufuk Yolcu ◽

Erol Egrioglu

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Model Based ◽

Adaptive Expectation ◽

Artificial Neural

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Using Artificial Neural Networks in Fuzzy Time Series Analysis

Studies in Fuzziness and Soft Computing - Recent Developments and New Directions in Soft Computing ◽

10.1007/978-3-319-06323-2_28 ◽

2014 ◽

pp. 443-451 ◽

Author(s):

Cagdas Hakan Aladag

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Time Series Analysis ◽

Fuzzy Time Series ◽

Series Analysis ◽

Artificial Neural

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Intuitionistic high-order fuzzy time series forecasting method based on pi-sigma artificial neural networks trained by artificial bee colony

Granular Computing ◽

10.1007/s41066-018-00143-5 ◽

2018 ◽

Vol 4 (4) ◽

pp. 639-654 ◽

Author(s):

Erol Egrioglu ◽

Ufuk Yolcu ◽

Eren Bas

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Artificial Bee Colony ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Forecasting Method ◽

Artificial Neural

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Optimization of Artificial Neural Networks Based on Chaotic Time Series in Power Load Forecasting Model

2008 Fourth International Conference on Natural Computation ◽

10.1109/icnc.2008.777 ◽

2008 ◽

Author(s):

Yong-li Wang ◽

Dong-xiao Niu ◽

Jiang-yan Liu

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Chaotic Time Series ◽

Forecasting Model ◽

Power Load Forecasting ◽

Artificial Neural

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A Hybrid Forecasting Model Based on Adaptive Fuzzy Time Series and Particle Swarm Optimization

2012 International Symposium on Biometrics and Security Technologies ◽

10.1109/isbast.2012.23 ◽

2012 ◽

Author(s):

Yao-Lin Huang ◽

Shi-Jinn Horng ◽

Tzong-Wang Kao ◽

I-Hong Kuo ◽

Terano Takao

Keyword(s):

Time Series ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Swarm Optimization ◽

Adaptive Fuzzy ◽

Model Based ◽

Hybrid Forecasting

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A hybrid forecasting model based on outlier detection and fuzzy time series – A case study on Hainan wind farm of China

Energy ◽

10.1016/j.energy.2014.08.064 ◽

2014 ◽

Vol 76 ◽

pp. 526-541 ◽

Author(s):

Jianzhou Wang ◽

Shenghua Xiong

Keyword(s):

Time Series ◽

Outlier Detection ◽

Wind Farm ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Model Based ◽

Hybrid Forecasting

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A new approach based on artificial neural networks for high order multivariate fuzzy time series

Expert Systems with Applications ◽

10.1016/j.eswa.2009.02.057 ◽

2009 ◽

Vol 36 (7) ◽

pp. 10589-10594 ◽

Author(s):

Erol Egrioglu ◽

Cagdas Hakan Aladag ◽

Ufuk Yolcu ◽

Vedide R. Uslu ◽

Murat A. Basaran

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Fuzzy Time Series ◽

New Approach ◽

Artificial Neural

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Artificial Neural Networks for Forecasting of Fuzzy Time Series

Computer-Aided Civil and Infrastructure Engineering ◽

10.1111/j.1467-8667.2009.00646.x ◽

2010 ◽

Vol 25 (5) ◽

pp. 363-374 ◽

Author(s):

U. Reuter ◽

B. Möller

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Fuzzy Time Series ◽

Artificial Neural

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Day-ahead electricity price forecasting model based on artificial neural networks for energy markets

EAI Endorsed Transactions on Energy Web ◽

10.4108/eai.23-12-2020.167660 ◽

2020 ◽

pp. 167660

Author(s):

S. Anbazhagan ◽

Bhuvaneswari Ramachandran

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Energy Markets ◽

Electricity Price ◽

Forecasting Model ◽

Price Forecasting ◽

Model Based ◽

Electricity Price Forecasting ◽

Artificial Neural

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A New Approach Based on Artificial Neural Networks for High Order Bivariate Fuzzy Time Series

Advances in Intelligent and Soft Computing - Applications of Soft Computing ◽

10.1007/978-3-540-89619-7_26 ◽

2009 ◽

pp. 265-273 ◽

Author(s):

Erol Egrioglu ◽

V. Rezan Uslu ◽

Ufuk Yolcu ◽

M. A. Basaran ◽

Aladag C. Hakan

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Fuzzy Time Series ◽

New Approach ◽

Artificial Neural

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