DC FieldValueLanguage
dc.contributor.authorLoukeris, Nikolaos-
dc.date.accessioned2024-04-23T08:39:14Z-
dc.date.available2024-04-23T08:39:14Z-
dc.date.issued2007-07-
dc.identifiergoogle_scholar-XlKYe28AAAAJ:_kc_bZDykSQC-
dc.identifier.isbn978-960-8457-95-9-
dc.identifier.otherXlKYe28AAAAJ:_kc_bZDykSQC-
dc.identifier.urihttps://uniwacris.uniwa.gr/handle/3000/2216-
dc.description.abstractThe net present value of corporations is reflected in the stock price, leading portfolio mangers to maximize their assets, securing stockholders interests. Extended accounting data produced by accounting reports, and financial markets include lucrative hidden information. Econometrics, Neural Networks and Multicriteria Analysis classify companies describing their economic robustness. In a detailed comparison Multi Layer Perceptron classification is compared to neuro-genetic hybrid of Multi Layer Perceptron, Logistic Regressions and Multigroup Hierarchical Discrimination classifications to determine efficient methods in Financial Analysis. Simple Logistic and Logistic Model Trees methods had a fine performance.en_US
dc.language.isoenen_US
dc.relation.ispartofProceedings of the 11th WSEAS International Conference on Computersen_US
dc.sourceProceedings of the 11th WSEAS International Conference on Computers, 681-688, 2007-
dc.subjectMultiLayer perceptronen_US
dc.subjectGenetic algorithmsen_US
dc.subjectLogistic regressionsen_US
dc.subjectMultigroup hierarchical discriminationen_US
dc.subjectFinanceen_US
dc.titleComparative evaluation of multi layer perceptrons, to hybrid multi layer perceptrons, with multicriteria hierarchical discrimination and logistic regression in corporate …en_US
dc.typeConference Paperen_US
dc.relation.conference11th WSEAS International Conference on Computers, 26-28 July 2007, Crete Island, Greeceen_US
dc.relation.deptDepartment of Business Administrationen_US
dc.relation.facultySchool of Administrative, Economics and Social Sciencesen_US
dc.identifier.spage681en_US
dc.identifier.epage688en_US
dc.linkhttps://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=78fc392603c3d71cd11b731c9469e4f22a69a2cfen_US
dc.collaborationUniversity of West Attica (UNIWA)en_US
dc.journalsOpen Accessen_US
dc.publicationPeer Revieweden_US
dc.countryGreeceen_US
local.metadatastatusverifieden_US
item.cerifentitytypePublications-
item.languageiso639-1en-
item.openairetypeConference Paper-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.fulltextNo Fulltext-
item.grantfulltextnone-
crisitem.author.deptDepartment of Business Administration-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.orcid0000-0002-1891-8245-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
Appears in Collections:Book Chapter / Κεφάλαιο Βιβλίου
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