A hybrid neural network model for marine dissolved oxygen concentrations time-series forecasting based on multi-factor analysis and a multi-model ensemble

Engineering ◽

10.1016/j.eng.2020.10.023 ◽

2021 ◽

Author(s):

Hui Liu ◽

Rui Yang ◽

Zhu Duan ◽

Haiping Wu

Keyword(s):

Neural Network ◽

Time Series ◽

Factor Analysis ◽

Dissolved Oxygen ◽

Network Model ◽

Neural Network Model ◽

Time Series Forecasting ◽

Model Ensemble ◽

Hybrid Neural Network ◽

Oxygen Concentrations

Download Full-text

Triple-Stage Attention-Based Multiple Parallel Connection Hybrid Neural Network Model for Conditional Time Series Forecasting

IEEE Access ◽

10.1109/access.2021.3059861 ◽

2021 ◽

Vol 9 ◽

pp. 29165-29179

Author(s):

Yepeng Cheng ◽

Yasuhiko Morimoto

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Time Series Forecasting ◽

Parallel Connection ◽

Hybrid Neural Network ◽

Conditional Time

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

Towards Designing a Computationally Efficient Neural Network Model for Improved Financial Time Series Forecasting

Lecture Notes in Electrical Engineering - Advances in Cybernetics, Cognition, and Machine Learning for Communication Technologies ◽

10.1007/978-981-15-3125-5_58 ◽

2020 ◽

pp. 605-619

Author(s):

Sarat Chandra Nayak ◽

Koppula Vijaya Kumar ◽

B. Satyanarayana

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Financial Time Series ◽

Time Series Forecasting ◽

Computationally Efficient ◽

Financial Time

Download Full-text

Neural Network Model for Efficient portfolio Management and Time Series Forecasting

2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS) ◽

10.1109/iciccs48265.2020.9121049 ◽

2020 ◽

Author(s):

Nikhitha Pai ◽

V Ilango

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Portfolio Management ◽

Time Series Forecasting

Download Full-text

A novel error-output recurrent neural network model for time series forecasting

Neural Computing and Applications ◽

10.1007/s00521-019-04474-5 ◽

2019 ◽

Vol 32 (13) ◽

pp. 9621-9647 ◽

Cited By ~ 2

Author(s):

Waddah Waheeb ◽

Rozaida Ghazali

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Recurrent Neural Network ◽

Neural Network Model ◽

Time Series Forecasting

Download Full-text

A factor — Artificial neural network model for time series forecasting: The case of South Africa

2014 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2014.6889759 ◽

2014 ◽

Cited By ~ 2

Author(s):

Ali Babikir ◽

Henry Mwambi

Keyword(s):

Neural Network ◽

South Africa ◽

Time Series ◽

Artificial Neural Network ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Time Series Forecasting ◽

Artificial Neural

Download Full-text

Adaptive neural network model for time-series forecasting

European Journal of Operational Research ◽

10.1016/j.ejor.2010.05.022 ◽

2010 ◽

Vol 207 (2) ◽

pp. 807-816 ◽

Cited By ~ 62

Author(s):

W.K. Wong ◽

Min Xia ◽

W.C. Chu

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Time Series Forecasting ◽

Adaptive Neural Network

Download Full-text

Adaptive Neural Network Model Using the Immune System for Financial Time Series Forecasting

2009 International Conference on Computational Intelligence, Modelling and Simulation ◽

10.1109/cssim.2009.57 ◽

2009 ◽

Cited By ~ 6

Author(s):

A.A. Mahdi ◽

A.J. Hussain ◽

D. Al-Jumeily

Keyword(s):

Neural Network ◽

Time Series ◽

Immune System ◽

Network Model ◽

Neural Network Model ◽

Financial Time Series ◽

Time Series Forecasting ◽

Adaptive Neural Network ◽

Financial Time

Download Full-text

An empirical analysis of a neural network model for the time series forecasting of different industrial segments

International Journal of Applied Decision Sciences ◽

10.1504/ijads.2015.072145 ◽

2015 ◽

Vol 8 (3) ◽

pp. 261 ◽

Cited By ~ 3

Author(s):

Fábio Augusto Mollik Zoucas ◽

Patrícia Belfiore

Keyword(s):

Neural Network ◽

Time Series ◽

Empirical Analysis ◽

Network Model ◽

Neural Network Model ◽

Time Series Forecasting

Download Full-text

Long Short-Term Memory Neural Network Model for Time Series Forecasting: Case Study of Forecasting IHSG during Covid-19 Outbreak

Journal of Physics Conference Series ◽

10.1088/1742-6596/1863/1/012016 ◽

2021 ◽

Vol 1863 (1) ◽

pp. 012016

Author(s):

Raden Aurelius Andhika Viadinugroho ◽

Dedi Rosadi

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Short Term Memory ◽

Time Series Forecasting ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Download Full-text