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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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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An adaptive local linear optimized radial basis functional neural network model for financial time series prediction

Neural Computing and Applications ◽

10.1007/s00521-015-2039-0 ◽

2015 ◽

Vol 28 (1) ◽

pp. 101-110 ◽

Author(s):

A. Patra ◽

S. Das ◽

S. N. Mishra ◽

M. R. Senapati

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Financial Time Series ◽

Time Series Prediction ◽

Financial Time ◽

Local Linear ◽

Radial Basis ◽

Functional Neural Network

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The Application of the Neural Network Model Inspired by the Immune System in Financial Time Series Prediction

2009 Second International Conference on Developments in eSystems Engineering ◽

10.1109/dese.2009.39 ◽

2009 ◽

Author(s):

Asmaa Mahdi ◽

Abir Jaafar Hussain ◽

Paulo Lisbo ◽

Dhiya Al-Jumeily

Keyword(s):

Neural Network ◽

Time Series ◽

Immune System ◽

Network Model ◽

Neural Network Model ◽

Financial Time Series ◽

Time Series Prediction ◽

Financial Time ◽

The Neural Network

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A self-adaptive fuzzy-based optimised functional link artificial neural network model for financial time series prediction

International Journal of Business Forecasting and Marketing Intelligence ◽

10.1504/ijbfmi.2015.075358 ◽

2015 ◽

Vol 2 (1) ◽

pp. 55 ◽

Author(s):

Soumya Das ◽

Abhimanyu Patra ◽

Sarojananda Mishra ◽

Manas Ranjan Senapati

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Financial Time Series ◽

Time Series Prediction ◽

Functional Link ◽

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Neural Network Model Selection for Financial Time Series Prediction

Computational Statistics ◽

10.1007/s001800100078 ◽

2001 ◽

Vol 16 (3) ◽

pp. 451-463 ◽

Author(s):

Francesco Virili ◽

Bernd Freisleben

Keyword(s):

Neural Network ◽

Time Series ◽

Model Selection ◽

Network Model ◽

Neural Network Model ◽

Financial Time Series ◽

Time Series Prediction ◽

Financial Time ◽

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LSTM Neural Network Model with Feature selection for Financial Time series Prediction

2020 Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) ◽

10.1109/i-smac49090.2020.9243376 ◽

2020 ◽

Author(s):

Nikhitha Pai ◽

V. Ilango

Keyword(s):

Neural Network ◽

Time Series ◽

Feature Selection ◽

Network Model ◽

Neural Network Model ◽

Financial Time Series ◽

Time Series Prediction ◽

Financial Time ◽

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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

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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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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

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