A Comparison of the Use of Artificial Neural Networks, Fractal Time Series and Fractal Neural Networks in Financial Forecasts

A Comparison of the Use of Artificial Neural Networks, Fractal Time Series and Fractal Neural Networks in Financial Forecasts

Effective prediction of future financial states has been a major quest for groups ranging from national governments to individual investors. The size, diversity and complexity of financial markets make traditional statistical methods ineffective in predicting beyond a very short time frame. Alternat...

Full description

Bibliographic Details
Main Author:	Swisshelm, Beverly A.
Format:	Others
Published:	NSUWorks 2002
Subjects:	Computer Sciences
Online Access:	http://nsuworks.nova.edu/gscis_etd/870 http://nsuworks.nova.edu/cgi/viewcontent.cgi?article=1869&context=gscis_etd

Similar Items

An evolutionary approach to time series forecasting with artificial neural networks
by: Sandström, Carl
Published: (2015)

Using Artificial Neural Networks To Forecast Financial Time Series
by: Aamodt, Rune
Published: (2010)

Forecasting Financial Time Series through Causal and Dilated Convolutional Neural Networks
by: Börjesson, Lukas
Published: (2020)

Stock Forecasting Using Artificial Neural Networks
by: Millevik, Daniel, et al.
Published: (2015)

Node Localization using Fractal Signal Preprocessing and Artificial Neural Network
by: Kaiser, Tashniba
Published: (2014)

ARTIFICIAL NEURAL NETWORKS IN TIME SERIES FORECASTING
by: ANTONIO JORGE GOMES ABELEM
Published: (1994)

A hybrid approach based on arima and artificial neural networks for crime series forecasting
by: Mohd. Zaki, Mohd. Suhaimi
Published: (2014)

Comparison of time series forecasting with artificial neural network and statistical approach
by: Michael Štencl, et al.
Published: (2011-01-01)

Financial time series forecasting using independent component analysis and artificial neural networks
by: Yei-Mei Cheng, et al.
Published: (2009)

[en] ARTIFICIAL NEURAL NETWORKS IN TIME SERIES FORECASTING
by: ANTONIO JORGE GOMES ABELEM
Published: (2006)

Time series modeling and designing of artifical neural network (ANN) for revenue forecasting
by: Mohd. Yusof, Norfadzlia
Published: (2005)

Forecasting of monthly marine fish landings using artificial neural network
by: Nasir, N., et al.
Published: (2017)

A neural network approach for simulation and forecasting of chaotic time series
by: Novak, Martina
Published: (2008)

An Application of Neural Network to Fractal Image Compression
by: Jhi-yi Jeng, et al.
Published: (2006)

Short-term wind power forecasting using artificial neural networks
by: Svensson, Morgan
Published: (2015)

USING A DYNAMIC ARTIFICIAL NEURAL NETWORK FOR FORECASTING THE VOLATILITY OF A FINANCIAL TIME SERIES
by: Juan D. Velásquez, et al.
Published: (2013-06-01)

Financial time series forecast using artificial neural networks: a comparative in the 2008 crisis
by: Debora Barbosa Aires, et al.
Published: (2018-03-01)

An electric load forecasting approach using expert systems and artificial neural networks
by: Moharari, Nader S.
Published: (2007)

An analysis of neural networks and time series techniques for demand forecasting
by: Winn, David
Published: (2007)

Artificial neural networks in the financial services industry
by: Van Wamelen, Riaan Joop
Published: (2013)

Investigation of artificial neural networks for forecasting and classification
by: Worthy, Paul James
Published: (1998)

Forecasting Pavement Surface Temperature Using Time Series and Artificial Neural Networks
by: Hashemloo, Behzad
Published: (2008)

Forecasting Pavement Surface Temperature Using Time Series and Artificial Neural Networks
by: Hashemloo, Behzad
Published: (2008)

Neural networks for time series analysis
by: Du Plessis, K
Published: (2013)

TIME SERIES FORECASTING USING NEURAL NETWORKS
by: BOGDAN OANCEA, et al.
Published: (2013-05-01)

USING NEURAL NETWORK IN TIME SERIES FORECASTING
by: ELIANA ZANDONADE
Published: (1993)

The use of neural networks in the combining of time series forecasts with differential penalty costs
by: Kohers, Gerald
Published: (2014)

Recurrent neural networks for financial asset forecasting
by: Tegnér, Gustaf
Published: (2018)

Classification of transmitter transients using fractal measures and probabilistic neural networks
by: Shaw, Donald B.
Published: (2007)

Classification of transmitter transients using fractal measures and probabilistic neural networks
by: Shaw, Donald B.
Published: (2007)

Classification of transmitter transients using fractal measures and probabilistic neural networks
by: Shaw, Donald B.
Published: (2007)

Using independent component analysis, support vector regression and artificial neural network for financial time series forecasting
by: Hsueh-Chun Chen, et al.
Published: (2006)

Stock forecasting using ensemble neural networks
by: Skagerström, William, et al.
Published: (2018)

Threat analysis using artificial neural network
by: Yee, Chan Pheng
Published: (2009)

A comparison of time series forecasting between artificial neural networks and box and jenkins methods
by: Joanna Collantes Duarte, et al.

Myoelectric signal recognition using artificial neural networks in real time
by: Del Boca, Adrian
Published: (1993)

Financial applications of human perception of fractal time series
by: Sobolev, D.
Published: (2015)

Financial forecasting and modelling with an evolutionary artificial neural network
by: Hayward, Serge
Published: (2006)

Forecasting Natural Gas Prices Using Wavelets, Time Series, and Artificial Neural Networks.
by: Junghwan Jin, et al.
Published: (2015-01-01)

Forecasting Models of the FED Funds Rate—Using Time Series and Artificial Neural Networks
by: Yu-Shan Hsu, et al.
Published: (2006)

Cannot write session to /tmp/vufind_sessions/sess_a298d4bv1gq4idv3epkblv3n98