Inter-comparison of Artificial Neural Network Algorithms for Time Series Forecasting: Predicting Indian Financial Markets

Shilpa Amit; G. T.; Madhuri Rao

doi:10.5120/ijca2017913249

Inter-comparison of Artificial Neural Network Algorithms for Time Series Forecasting: Predicting Indian Financial Markets

International Journal of Computer Applications ◽

10.5120/ijca2017913249 ◽

2017 ◽

Vol 162 (2) ◽

pp. 1-13

Author(s):

Shilpa Amit ◽

G. T. ◽

Madhuri Rao

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Financial Markets ◽

Time Series Forecasting ◽

Network Algorithms ◽

Artificial Neural

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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 ◽

Cited By ~ 24

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 ◽

Non Linear ◽

Artificial Neural

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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 ◽

Cited By ~ 16

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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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

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Causal Method and Time Series Forecasting model based on Artificial Neural Network

International Journal of Computer Applications ◽

10.5120/13126-0482 ◽

2013 ◽

Vol 75 (7) ◽

pp. 37-42 ◽

Cited By ~ 2

Author(s):

Benkachcha. S ◽

Benhra. J ◽

El Hassani. H

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Time Series Forecasting ◽

Forecasting Model ◽

Model Based ◽

Artificial Neural

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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 ◽

Cited By ~ 59

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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Optimizing the artificial neural network parameters using a biased random key genetic algorithm for time series forecasting

Applied Soft Computing ◽

10.1016/j.asoc.2021.107091 ◽

2021 ◽

Vol 102 ◽

pp. 107091

Author(s):

Zeynep Idil Erzurum Cicek ◽

Zehra Kamisli Ozturk

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Time Series ◽

Artificial Neural Network ◽

Time Series Forecasting ◽

Network Parameters ◽

Artificial Neural

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Artificial neural network ensembles in time series forecasting: an application of rainfall forecasting in Sri Lanka

International Journal on Advances in ICT for Emerging Regions (ICTer) ◽

10.4038/icter.v6i2.7151 ◽

2014 ◽

Vol 6 (2) ◽

Cited By ~ 1

Author(s):

Harshani R. K. Nagahamulla ◽

Uditha R. Ratnayake ◽

Asanga Ratnaweera

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Sri Lanka ◽

Time Series Forecasting ◽

Rainfall Forecasting ◽

Artificial Neural ◽

Neural Network Ensembles ◽

Network Ensembles

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Time Series Forecasting of Price Volatility of Bivoltine Cocoons: An Application of GARCH Process and Artificial Neural Network

International Journal of Current Microbiology and Applied Sciences ◽

10.20546/ijcmas.2019.811.099 ◽

2019 ◽

Vol 8 (11) ◽

pp. 840-850

Author(s):

G.R. Halagundegowda ◽

B.M. Kantharaju ◽

P. Kumaresan

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Price Volatility ◽

Time Series Forecasting ◽

Artificial Neural ◽

Garch Process

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Forecasting of the Rice Yields Time Series Forecasting using Artificial Neural Network and Statistical Model

Journal of Applied Sciences ◽

10.3923/jas.2009.4168.4173 ◽

2009 ◽

Vol 9 (23) ◽

pp. 4168-4173 ◽

Cited By ~ 4

Author(s):

A. Shabri ◽

R. Samsudin ◽

Z. Ismail

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Statistical Model ◽

Time Series Forecasting ◽

Rice Yields ◽

Artificial Neural

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A Comparison of Time Series Forecasting using Support Vector Machine and Artificial Neural Network Model

Journal of Applied Sciences ◽

10.3923/jas.2010.950.958 ◽

2010 ◽

Vol 10 (11) ◽

pp. 950-958 ◽

Cited By ~ 36

Author(s):

R. Samsudin ◽

A. Shabri ◽

P. Saad

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Support Vector Machine ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Time Series Forecasting ◽

Support Vector ◽

Artificial Neural

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