dc.contributor.author | Falas, Tasos | en |
dc.contributor.author | Charitou, Andreas | en |
dc.contributor.author | Charalambous, Chris | en |
dc.coverage.spatial | Piscataway, NJ, United States | en |
dc.creator | Falas, Tasos | en |
dc.creator | Charitou, Andreas | en |
dc.creator | Charalambous, Chris | en |
dc.date.accessioned | 2019-04-24T06:29:33Z | |
dc.date.available | 2019-04-24T06:29:33Z | |
dc.date.issued | 1994 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/46812 | en |
dc.description.abstract | The feasibility of using artificial neural networks (ANNs) for predicting future earnings by stock market and capital market investors was evaluated. A multilayer perceptron feedforward neural network architecture with an efficient and robust training algorithm was used in the study because of its suitability as a classifier in accounting and business processes. The logistic regression method was also examined in parallel with the ANN approach to compare the performance of the two methods. | en |
dc.language.iso | eng | en |
dc.publisher | IEEE | en |
dc.source | IEEE International Conference on Neural Networks - Conference Proceedings | en |
dc.subject | Mathematical models | en |
dc.subject | Regression analysis | en |
dc.subject | Financial data processing | en |
dc.subject | Decision support systems | en |
dc.subject | Algorithms | en |
dc.subject | Industrial economics | en |
dc.subject | Artificial intelligence | en |
dc.subject | Artificial neural networks | en |
dc.subject | Computer architecture | en |
dc.subject | Earnings changes | en |
dc.subject | Forecasting | en |
dc.subject | Function minimization | en |
dc.subject | Iterative methods | en |
dc.subject | Management science | en |
dc.subject | Neural networks | en |
dc.title | Application of artificial neural networks in the prediction of earnings | en |
dc.type | info:eu-repo/semantics/conferenceObject | |
dc.description.volume | 6 | |
dc.description.startingpage | 3629 | |
dc.description.endingpage | 3633 | |
dc.author.faculty | Σχολή Οικονομικών Επιστημών και Διοίκησης / Faculty of Economics and Management | |
dc.author.department | Τμήμα Λογιστικής και Χρηματοοικονομικής / Department of Accounting and Finance | |
dc.type.uhtype | Conference Object | en |
dc.contributor.orcid | Charitou, Andreas [0000-0003-1080-9121] | |
dc.description.totalnumpages | 3629-3633 | |
dc.gnosis.orcid | 0000-0003-1080-9121 | |