URI | http://purl.tuc.gr/dl/dias/9EDBEF41-415E-462C-AD77-292248B5353D | - |
Identifier | http://users.isc.tuc.gr/~nispanoudakis/resources/CIMA-08-SpanoudakisPendarakiBeligiannis.pdf | - |
Language | en | - |
Title | Combining argumentation and hybrid evolutionary systems in a portfolio construction application | en |
Creator | Spanoudakis Nikolaos I. | en |
Creator | Σπανουδάκης Νικόλαος Ι. | el |
Creator | Pendaraki Konstantina | en |
Creator | Beligiannis Grigorios | en |
Content Summary | In this paper we present an application for the
construction of mutual fund portfolios. It is based on a
combination of Intelligent Methods, namely an argumentation
based decision making framework and a forecasting algorithm
combining Genetic Algorithms (GA), MultiModel Partitioning
(MMP) theory and Extended Kalman Filters (EKF). The
argumentation framework is employed in order to develop mutual
funds performance models and to select a small set of mutual
funds, which will compose the final portfolio. The forecasting
algorithm is employed in order to forecast the market status
(inflating or deflating) for the next investment period. The
knowledge engineering approach and application development
steps are also discussed. | en |
Type of Item | Πλήρης Δημοσίευση σε Συνέδριο | el |
Type of Item | Conference Full Paper | en |
License | http://creativecommons.org/licenses/by/4.0/ | en |
Date of Item | 2015-11-14 | - |
Date of Publication | 2008 | - |
Subject | Dynamic systems, Hybrid | en |
Subject | Hybrid dynamic systems | en |
Subject | hybrid systems | en |
Subject | dynamic systems hybrid | en |
Subject | hybrid dynamic systems | en |
Bibliographic Citation | N. Spanoudakis, K. Pendaraki and G. Beligiannis, "Combining Argumentation and Hybrid Evolutionary Systems in a Portfolio Construction Application", in Proceedings of the first International Workshop on Combinations of Intelligent Methods and Applications in conjunction with the 18th European Conference on Artificial Intelligence, 21-22 July 2008. | en |