Cloud Based Metalearning System for Predictive Modeling of Biomedical Data
Joint Authors
Vukićević, Milan
Radovanović, Sandro
Milovanović, Miloš
Minović, Miroslav
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-14
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Rapid growth and storage of biomedical data enabled many opportunities for predictive modeling and improvement of healthcare processes.
On the other side analysis of such large amounts of data is a difficult and computationally intensive task for most existing data mining algorithms.
This problem is addressed by proposing a cloud based system that integrates metalearning framework for ranking and selection of best predictive algorithms for data at hand and open source big data technologies for analysis of biomedical data.
American Psychological Association (APA)
Vukićević, Milan& Radovanović, Sandro& Milovanović, Miloš& Minović, Miroslav. 2014. Cloud Based Metalearning System for Predictive Modeling of Biomedical Data. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-1051373
Modern Language Association (MLA)
Vukićević, Milan…[et al.]. Cloud Based Metalearning System for Predictive Modeling of Biomedical Data. The Scientific World Journal No. 2014 (2014), pp.1-10.
https://search.emarefa.net/detail/BIM-1051373
American Medical Association (AMA)
Vukićević, Milan& Radovanović, Sandro& Milovanović, Miloš& Minović, Miroslav. Cloud Based Metalearning System for Predictive Modeling of Biomedical Data. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-1051373
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1051373
