AMAD
"Archivum Medii Aevi Digitale - Specialized open access repository for research in the middle ages"To submission
Full metadata record
| DC Field | Value | Language |
|---|---|---|
| Contributor | The Pennsylvania State University CiteSeerX Archives | - |
| Author | Peter Strazdins | - |
| Author | Peter Christen | - |
| Author | Ole M. Nielsen | - |
| Author | Markus Hegland | - |
| Date | 2001 | - |
| Other Identifier | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.67.355 | - |
| Other Identifier | http://datamining.anu.edu.au/publications/2001/hpcasia2001.pdf.gz | - |
| URI | https://www.amad.org/jspui/handle/123456789/73531 | - |
| Description | This paper presents a parallel data mining application for predictive modelling running on a Beowulf style Linux cluster. Data mining or Knowledge Discovery in Databases (KDD) is the process of analysing large and complex data sets with the purpose of extracting useful and previously unknown knowledge. The task of predictive modelling is the prediction of an attribute according to a model built with one or more other attributes given in a data collection. We describe two methods for predictive modelling of high-dimensional data sets, namely ADDFIT which implements additive models, and HISURF which uses wavelets for high-dimensional surface smoothing, and present a parallel implementation on a distributed memory cluster architecture which uses the scripting language Python as a flexible front-end to facilitate user-interaction, control the parallel application, and generate graphical outputs. | - |
| Format | application/pdf | - |
| Language | eng | - |
| Rights | Metadata may be used without restrictions as long as the oai identifier remains attached to it. | - |
| Keywords | Predictive modelling | - |
| Keywords | Additive models | - |
| Keywords | MPI | - |
| Keywords | Python | - |
| Dewey Decimal Classification | 940 | - |
| Title | Parallel Data Mining on a Beowulf Cluster | - |
| Type | text | - |
| AMAD ID | 585301 | - |
| Year | 2001 | - |
| Open Access | 1 | - |
| Appears in Collections: | BASE (Bielefeld Academic Search Engine) General history of Europe | |
Files in This Item:
There are no files associated with this item.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.
