Evolving granular neural network for fuzzy time series forecasting

The 2012 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2012.6252382 ◽

2012 ◽

Author(s):

Daniel Leite ◽

Pyramo Costa ◽

Fernando Gomide

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting ◽

Fuzzy Time Series

Download Full-text

A New Fuzzy Time Series Forecasting Model with Neural Network Structure

Advances in Time Series Forecasting - Advances in Time Series Forecasting Volume 2 ◽

10.2174/9781681085289117020004 ◽

2017 ◽

pp. 24-36

Keyword(s):

Neural Network ◽

Time Series ◽

Network Structure ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Neural Network Structure

Download Full-text

A Multi-step-Ahead Fuzzy Time Series Forecasting by Using Hybrid Chemical Reaction Optimization with Pi-Sigma Higher-Order Neural Network

Computational Intelligence in Pattern Recognition - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-13-9042-5_88 ◽

2019 ◽

pp. 1029-1041 ◽

Author(s):

Radha Mohan Pattanayak ◽

H. S. Behera ◽

Sibarama Panigrahi

Keyword(s):

Neural Network ◽

Time Series ◽

Chemical Reaction ◽

Higher Order ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Chemical Reaction Optimization ◽

Reaction Optimization

Download Full-text

Fuzzy time series forecasting based on information granule and neural network

International Journal of Computational Science and Engineering ◽

10.1504/ijcse.2017.10006985 ◽

2017 ◽

Vol 15 (1/2) ◽

pp. 146

Author(s):

Lanlan Gu ◽

Xiaodong Liu ◽

Hongyue Guo

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Information Granule

Download Full-text

Fuzzy time series forecasting based on information granule and neural network

International Journal of Computational Science and Engineering ◽

10.1504/ijcse.2017.085968 ◽

2017 ◽

Vol 15 (1/2) ◽

pp. 146

Author(s):

Lanlan Gu ◽

Hongyue Guo ◽

Xiaodong Liu

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Information Granule

Download Full-text

Fuzzy Time Series Forecasting Model Using Particle Swarm Optimization and Neural Network

Advances in Intelligent Systems and Computing - Soft Computing for Problem Solving ◽

10.1007/978-981-13-1592-3_32 ◽

2018 ◽

pp. 413-423 ◽

Author(s):

Mahua Bose ◽

Kalyani Mali

Keyword(s):

Neural Network ◽

Time Series ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Swarm Optimization

Download Full-text

Particle Swarm optimization based Neural Network Model for Chaotic Time Series Forecasting

2020 12th International Conference on Advanced Computational Intelligence (ICACI) ◽

10.1109/icaci49185.2020.9177737 ◽

2020 ◽

Author(s):

Xin Li ◽

Weijie Ren ◽

Jingying Zhao ◽

Min Han

Keyword(s):

Neural Network ◽

Time Series ◽

Particle Swarm Optimization ◽

Network Model ◽

Neural Network Model ◽

Particle Swarm ◽

Time Series Forecasting ◽

Chaotic Time Series ◽

Swarm Optimization

Download Full-text

Fuzzy Time Series Forecasting Based on Hesitant Fuzzy Sets and Fuzzy C-means Clustering

2020 IEEE 20th International Conference on Communication Technology (ICCT) ◽

10.1109/icct50939.2020.9295742 ◽

2020 ◽

Author(s):

Hua Qu ◽

Mengyao Sun ◽

Jihong Zhao ◽

Yanpeng Zhang

Keyword(s):

Time Series ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Hesitant Fuzzy Sets ◽

Fuzzy C Means ◽

Fuzzy C Means Clustering

Download Full-text

Recurrent Multiplicative Neuron Model Artificial Neural Network for Non-linear Time Series Forecasting

Neural Processing Letters ◽

10.1007/s11063-014-9342-0 ◽

2014 ◽

Vol 41 (2) ◽

pp. 249-258 ◽

Author(s):

Erol Egrioglu ◽

Ufuk Yolcu ◽

Cagdas Hakan Aladag ◽

Eren Bas

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Neuron Model ◽

Linear Time ◽

Time Series Forecasting ◽

Artificial Neural

Download Full-text

PSO based neural network for time series forecasting

2009 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2009.5178707 ◽

2009 ◽

Author(s):

Girish K. Jha ◽

Parimala Thulasiraman ◽

Ruppa K. Thulasiram

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting

Download Full-text

Long Short-Term Memory Neural Network (LSTM-NN) for Aquifer Level Time Series Forecasting Using in-Situ Piezometric Observations

Journal of Hydrology ◽

10.1016/j.jhydrol.2021.126800 ◽

2021 ◽

pp. 126800

Author(s):

Ryan Solgi ◽

Hugo A. Loáiciga ◽

Mark Kram

Keyword(s):

Neural Network ◽

Time Series ◽

Short Term Memory ◽

Time Series Forecasting ◽

Term Memory ◽

Long Short Term Memory

Download Full-text