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Radial basis functions networks to hybrid neuro-genetic RBFNs in financial evaluation of corporations

Matsatsinis Nikolaos, Loukeris Nikolaos

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/C0D48812-7B96-4475-A24D-E52514838DAA-
Αναγνωριστικόhttp://www.wseas.us/e-library/conferences/2008/crete/Computers/127-computers.pdf-
Γλώσσαen-
Μέγεθος8 pagesen
ΤίτλοςRadial basis functions networks to hybrid neuro-genetic RBFNs in financial evaluation of corporationsen
ΔημιουργόςMatsatsinis Nikolaosen
ΔημιουργόςΜατσατσινης Νικολαοςel
ΔημιουργόςLoukeris Nikolaosen
ΔημιουργόςΛουκερης Νικολαοςel
ΠερίληψηFinancial management maximise investors’ return, seeking for stocks with increasing expected corporate value. Hidden information is included in vast accounting data and financial indices that are available in international financial markets. Methods of Econometrics and Artificial Intelligence- mainly in the field of Neural Networks- provide classifications of companies regarding their economic health. Radial Basis Function networks are examined in a hybrid form of Neural Network optimised with Genetic Algorithms and in a regular Neural Net form, to determine efficient methods of Financial Analysis. The regular Radial Basis Function network with 3 layers, Genetic Algorithms in all the layers and Cross Validation is superior to all the neuro-genetic forms of RBF in Financial Analysis.en
ΤύποςΑφίσα σε Συνέδριοel
ΤύποςConference Posteren
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-11-03-
Ημερομηνία Δημοσίευσης2008-
Θεματική ΚατηγορίαCapability, Financial (Financial literacy)en
Θεματική ΚατηγορίαFinancial capability (Financial literacy)en
Θεματική ΚατηγορίαLiteracy, Financialen
Θεματική Κατηγορίαfinancial literacyen
Θεματική Κατηγορίαcapability financial financial literacyen
Θεματική Κατηγορίαfinancial capability financial literacyen
Θεματική Κατηγορίαliteracy financialen
Βιβλιογραφική ΑναφοράN. matsatsinis,N. Loukeris.(2008).Radial basis functions networks to hybrid neuro-genetic RBFNs in financial evaluation of corporations.Presented at 12th WSEAS International Conference on computers.[online]/Available:http://www.wseas.us/e-library/conferences/2008/crete/Computers/127-computers.pdfen

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