DECISION SYSTEM FOR STOCK DATA FORECASTING BASED ON HOPFIELD ARTIFICIAL NEURAL NETWORK
Journal Title: Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska - Year 2016, Vol 6, Issue 2
Abstract
The paper describes a new method using Hopfield artificial neural network combined with technical analysis fractal analysis and feed-forward artificial neural networks for predicting share prices for a next day on a Stock Exchange. The developed method and networks are implemented in an Expert System, which is proposed as a valuable comprehensive, analytical tool. A new algorithm for artificial neural networks training and testing is also presented. It automatically chooses the best network structure, and the most important input parameters.
Authors and Affiliations
Michał Paluch, Lidia Jackowska-Strumiłło
Keywords
Related Articles
- EP ID EP81461
- DOI -
- Views 111
- Downloads 0
DIGITAL TECHNOLOGIES FOR SUPPORTING THE MANAGEMENT PROCESSES OF TEACHER PROFESSIONAL GROWTH WITHIN THE DEPARTMENTS OF MANAGEMENT IN THE UNIVERSITIES OF THE REPUBLIC OF POLAND
The article examines the possible forms of self-management of the teacher professional growth of the management departments in the universities of the Republic of Poland. The following forms of enhancement of the teacher...
ORGANIZATION OF IMPLEMENTATION OF UBIQUITOUS SENSOR NETWORKS
The article deals with the implementation of one of the most promising technologies of the 21st century – the permeable sensor networks of the USN. The features, architecture, organization and routing algorithms of senso...
SPECIALIZED SYMBOLIC COMPUTATION FOR STEADY STATE PROBLEMS
An implementation of symbolic computation for steady state problems is proposed in the paper. A mathematical basis is derived in order to specify the quantities that the implementation will concern. An analysis is perfor...
WPŁYW ROZKŁADU TEMPERATURY W REAKTORZE DO SYNTEZY CVD NANOZASOBNIKÓW WĘGLOWYCH NA PROCES SYNTEZY
Nanorurki węglowe są materiałem o doskonałych właściwościach, przez co możliwości zastosowania są bardzo szerokie, na przykład w procesie termoablacji komórek nowotworowych po wypełnieniu materiałem ferromagnetyczny...
MICROBLOGGING APPLICATION-HANDSHAKE
The article contains a presentation of capabilities of microblogging application built with Pylons framework in client/server architecture. The software is designed to work on mobile devices of all platforms supporting H...