Financial Time Series Forecasting with Multi-Modality Graph Neural Network

Pattern Recognition ◽

10.1016/j.patcog.2021.108218 ◽

2021 ◽

pp. 108218

Author(s):

Dawei Cheng ◽

Fangzhou Yang ◽

Sheng Xiang ◽

Jin Liu

Keyword(s):

Neural Network ◽

Time Series ◽

Financial Time Series ◽

Time Series Forecasting ◽

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Fuzzy artificial neural network (p, d, q) model for incomplete financial time series forecasting

Journal of Intelligent & Fuzzy Systems ◽

10.3233/ifs-130775 ◽

2014 ◽

Vol 26 (2) ◽

pp. 831-845 ◽

Author(s):

Mehdi Khashei ◽

Mehdi Bijari

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Financial Time Series ◽

Time Series Forecasting ◽

Financial Time ◽

Q Model ◽

Artificial Neural

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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 ◽

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CARTMAP: a neural network method for automated feature selection in financial time series forecasting

Neural Computing and Applications ◽

10.1007/s00521-012-0830-8 ◽

2012 ◽

Vol 21 (5) ◽

pp. 969-977 ◽

Author(s):

Charles Wong ◽

Massimiliano Versace

Keyword(s):

Neural Network ◽

Time Series ◽

Feature Selection ◽

Financial Time Series ◽

Time Series Forecasting ◽

Neural Network Method ◽

Financial Time ◽

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Optimal partition algorithm of the RBF neural network and its application to financial time series forecasting

Neural Computing and Applications ◽

10.1007/s00521-004-0439-7 ◽

2004 ◽

Vol 14 (1) ◽

pp. 36-44 ◽

Author(s):

Y. F. Sun ◽

Y. C. Liang ◽

W. L. Zhang ◽

H. P. Lee ◽

W. Z. Lin ◽

...

Keyword(s):

Neural Network ◽

Time Series ◽

Financial Time Series ◽

Rbf Neural Network ◽

Time Series Forecasting ◽

Optimal Partition ◽

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A combination of artificial neural network and random walk models for financial time series forecasting

Neural Computing and Applications ◽

10.1007/s00521-013-1386-y ◽

2013 ◽

Vol 24 (6) ◽

pp. 1441-1449 ◽

Author(s):

Ratnadip Adhikari ◽

R. K. Agrawal

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Random Walk ◽

Financial Time Series ◽

Time Series Forecasting ◽

Financial Time ◽

Artificial Neural

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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 ◽

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 ◽

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AComNN: Attention enhanced Compound Neural Network For financial time-series forecasting with cross-regional features

Applied Soft Computing ◽

10.1016/j.asoc.2021.107649 ◽

2021 ◽

pp. 107649

Author(s):

Zhen Yang ◽

Jacky Keung ◽

Md Alamgir Kabir ◽

Xiao Yu ◽

Yutian Tang ◽

...

Keyword(s):

Neural Network ◽

Time Series ◽

Financial Time Series ◽

Time Series Forecasting ◽

Financial Time ◽

Regional Features

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A neural-network-based nonlinear metamodeling approach to financial time series forecasting

Applied Soft Computing ◽

10.1016/j.asoc.2008.08.001 ◽

2009 ◽

Vol 9 (2) ◽

pp. 563-574 ◽

Author(s):

Lean Yu ◽

Shouyang Wang ◽

Kin Keung Lai

Keyword(s):

Neural Network ◽

Time Series ◽

Financial Time Series ◽

Time Series Forecasting ◽

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A novel nonlinear RBF neural network ensemble model for financial time series forecasting

Third International Workshop on Advanced Computational Intelligence ◽

10.1109/iwaci.2010.5585218 ◽

2010 ◽

Author(s):

Donglin Wang ◽

Yajie Li

Keyword(s):

Neural Network ◽

Time Series ◽

Financial Time Series ◽

Rbf Neural Network ◽

Time Series Forecasting ◽

Ensemble Model ◽

Neural Network Ensemble ◽

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A local linear radial basis function neural network for financial time-series forecasting

Applied Intelligence ◽

10.1007/s10489-009-0171-1 ◽

2009 ◽

Vol 33 (3) ◽

pp. 352-356 ◽

Author(s):

Vahab Nekoukar ◽

Mohammad Taghi Hamidi Beheshti

Keyword(s):

Neural Network ◽

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Financial Time Series ◽

Time Series Forecasting ◽

Financial Time ◽

Local Linear ◽

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