DC FieldValueLanguage
dc.contributor.authorLoukeris, Nikolaos-
dc.contributor.authorMatsatsinis, Nikolaos-
dc.date.accessioned2024-04-22T09:00:02Z-
dc.date.available2024-04-22T09:00:02Z-
dc.date.issued2006-09-
dc.identifiergoogle_scholar-XlKYe28AAAAJ:Se3iqnhoufwC-
dc.identifier.otherXlKYe28AAAAJ:Se3iqnhoufwC-
dc.identifier.urihttps://uniwacris.uniwa.gr/handle/3000/2189-
dc.description.abstractPortfolio managers, auditors and financial analysts process accounting data and financial time series of companies to determine their economic heath. Volatility in stock prices is formed in a significant proportion by accounting statements, the managerial quality in the companies and the trends in the markets. The extended amount of accounting data and the complexity of financial indices demand advanced methods of econometrics and artificial intelligence to provide the hidden information to analysts, managers and investors. Hybrid systems of neural networks with genetic algorithms optimization are able to support efficiently decisions on portfolio management, corporate management, and financial accounting. Principle Components Analysis with a Neural Network and Genetic Algorithms optimizations provides acceptable results of corporate financial classification.en_US
dc.language.isoenen_US
dc.relation.ispartofProceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimizationen_US
dc.sourceProceedings of the 6th WSEAS International Conference on Simulation …, 2006-
dc.titleHybrid neuro-genetic principle components analysis as networks in corporate financial evaluationen_US
dc.typeConference Paperen_US
dc.relation.conference6th WSEAS International Conference on Simulation, Modelling and Optimization, 22 - 24 September 2006, Lisbon, Portugalen_US
dc.identifier.doi10.5555/1369472.1369499en_US
dc.relation.deptDepartment of Business Administrationen_US
dc.relation.facultySchool of Administrative, Economics and Social Sciencesen_US
dc.identifier.spage152en_US
dc.identifier.epage156en_US
dc.collaborationUniversity of West Attica (UNIWA)en_US
dc.journalsSubscriptionen_US
dc.publicationPeer Revieweden_US
dc.countryGreeceen_US
local.metadatastatusnot verifieden_US
item.fulltextNo Fulltext-
item.grantfulltextnone-
item.openairetypeConference Paper-
item.languageiso639-1en-
item.cerifentitytypePublications-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
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-
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