About: RECURRENCE PLOTS OF ELECTRICITY PRICE SERIES AND THE PREDICTION OF ELECTRICITY PRICES USING ARTIFICIAL NEURAL NETWORKS

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Electricity is one of those commodities with which price is highly volatile and with considerable number of jumps. That is especially caused by the fact that the electricity is not possible to store. Thus the prediction of electricity price is a really complicated problem. In this paper, we focus on analyzing the electricity prices using recurrence plots and predicting it using radial basis artificial neural networks.At first we will estimate the time delay and the embedding dimension, which is needed for recurrence plots. Later we focus on building model using artificial neural networks to predict future prices and analyze prediction horizon. Electricity is one of those commodities with which price is highly volatile and with considerable number of jumps. That is especially caused by the fact that the electricity is not possible to store. Thus the prediction of electricity price is a really complicated problem. In this paper, we focus on analyzing the electricity prices using recurrence plots and predicting it using radial basis artificial neural networks.At first we will estimate the time delay and the embedding dimension, which is needed for recurrence plots. Later we focus on building model using artificial neural networks to predict future prices and analyze prediction horizon. (en)
Title	RECURRENCE PLOTS OF ELECTRICITY PRICE SERIES AND THE PREDICTION OF ELECTRICITY PRICES USING ARTIFICIAL NEURAL NETWORKS RECURRENCE PLOTS OF ELECTRICITY PRICE SERIES AND THE PREDICTION OF ELECTRICITY PRICES USING ARTIFICIAL NEURAL NETWORKS (en)
skos:prefLabel	RECURRENCE PLOTS OF ELECTRICITY PRICE SERIES AND THE PREDICTION OF ELECTRICITY PRICES USING ARTIFICIAL NEURAL NETWORKS RECURRENCE PLOTS OF ELECTRICITY PRICE SERIES AND THE PREDICTION OF ELECTRICITY PRICES USING ARTIFICIAL NEURAL NETWORKS (en)
skos:notation	RIV/68407700:21230/14:00226140!RIV15-MSM-21230___
http://linked.open...avai/riv/aktivita	I
http://linked.open...avai/riv/aktivity	I
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Šedek, Pavel Kříž, Radko
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	41658
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/14:00226140
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Recurrence plots; Artificial neural networks; Chaos theory; Electricity spot price; Time series analysis; Nonlinear dynamics (en)
http://linked.open.../riv/klicoveSlovo	Nonlinear dynamics Chaos theory Artificial neural networks Recurrence plots Time series analysis Electricity spot price
http://linked.open...ontrolniKodProRIV	[383212630121]
http://linked.open...v/mistoKonaniAkce	Praha
http://linked.open...i/riv/mistoVydani	Prague
http://linked.open...i/riv/nazevZdroje	POSTER 2014 - 18th International Student Conference on Electrical Engineering
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Kříž, Radko Šedek, Pavel
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2014-05-15 (xsd:date)
number of pages	2 (xsd:int)
http://purl.org/ne...btex#hasPublisher	České vysoké učení technické v Praze
https://schema.org/isbn	978-80-01-05499-4
http://localhost/t...ganizacniJednotka	21230

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