A telecommunications call volume forecasting system based on a recurrent fuzzy neural network

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dc.contributor.author Mastorocostas, P. A.
dc.contributor.author Hilas, C. S.
dc.contributor.author Varsamis, D. N.
dc.contributor.author Dova, S. C.
dc.date.accessioned 2015-06-28T16:04:56Z
dc.date.available 2015-06-28T16:04:56Z
dc.date.issued 2013
dc.identifier.other http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6707102&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6707102 el
dc.identifier.uri http://apothesis.teicm.gr/xmlui/handle/123456789/1544
dc.description.abstract The problem of telecommunications call volume forecasting is addressed to in this work. In particular, a foreacasting system is proposed, that is based on a dynamic fuzzy-neural model, where the consequent parts of the fuzzy rules are small Block-Diagonal Recurrent Neural Networks with internal feedback. The forecasting characteristics are highlighted and the prediction performance is evaluated by use of real-world telecommunications data. An extensive comparative analysis with a series of existing forecasters is conducting, including both traditional models as well as fuzzy and neurofuzzy approaches. en
dc.format.extent 6 el
dc.language.iso en el
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές *
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/4.0/ *
dc.title A telecommunications call volume forecasting system based on a recurrent fuzzy neural network en
dc.type Άρθρο σε επιστημονικό συνέδριο el
dc.conference.information Dallas, U.S.A., August 4-9, 2013 el
dc.conference.name IEEE International Joint Conference on Neural Networks el
dc.identifier.doi 10.1109/IJCNN.2013.6707102
dc.publication.category Απαγόρευση δημοσίευσης - Βιβλιογραφική αναφορά el
dc.subject.keyword Computational modeling el
dc.subject.keyword Forecasting el
dc.subject.keyword Market research el
dc.subject.keyword Neurons el
dc.subject.keyword Predictive models el
dc.subject.keyword Recurrent neural networks el
dc.subject.keyword Telecommunications el


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Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές