ADMIRE FRAMEWORK: DISTRIBUTED DATA MINING ON DATA GRID PLATFORMS

Nhien-An Le-Khac; Tahar Kechadi; Joe Carthy

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Paper

ADMIRE FRAMEWORK: DISTRIBUTED DATA MINING ON DATA GRID PLATFORMS

Topics: Data Warehouses and Data Mining

In Proceedings of the First International Conference on Software and Data Technologies - Volume 2: ICSOFT, 67-72, 2006 , Setúbal, Portugal

Authors: Nhien-An Le-Khac ; Tahar Kechadi and Joe Carthy

Affiliation: School of Computer Science & Informatics, University College Dublin, Ireland

Keyword(s): Data mining, Grid computing, distributed systems, heterogeneous datasets.

Related Ontology Subjects/Areas/Topics: Business Analytics ; Communication and Software Technologies and Architectures ; Data Engineering ; Data Warehouses and Data Mining ; e-Business ; Enterprise Information Systems

Abstract: In this paper, we present the ADMIRE architecture; a new framework for developing novel and innovative data mining techniques to deal with very large and distributed heterogeneous datasets in both commercial and academic applications. The main ADMIRE components are detailed as well as its interfaces allowing the user to efficiently develop and implement their data mining applications techniques on a Grid platform such as Globus ToolKit, DGET, etc.

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Paper citation in several formats:

Le-Khac, N.; Kechadi, T. and Carthy, J. (2006). ADMIRE FRAMEWORK: DISTRIBUTED DATA MINING ON DATA GRID PLATFORMS. In Proceedings of the First International Conference on Software and Data Technologies - Volume 2: ICSOFT; ISBN 978-972-8865-69-6; ISSN 2184-2833, SciTePress, pages 67-72. DOI: 10.5220/0001319100670072

@conference{icsoft06,
author={Nhien{-}An Le{-}Khac. and Tahar Kechadi. and Joe Carthy.},
title={ADMIRE FRAMEWORK: DISTRIBUTED DATA MINING ON DATA GRID PLATFORMS},
booktitle={Proceedings of the First International Conference on Software and Data Technologies - Volume 2: ICSOFT},
year={2006},
pages={67-72},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001319100670072},
isbn={978-972-8865-69-6},
issn={2184-2833},
}

TY - CONF

JO - Proceedings of the First International Conference on Software and Data Technologies - Volume 2: ICSOFT
TI - ADMIRE FRAMEWORK: DISTRIBUTED DATA MINING ON DATA GRID PLATFORMS
SN - 978-972-8865-69-6
IS - 2184-2833
AU - Le-Khac, N.
AU - Kechadi, T.
AU - Carthy, J.
PY - 2006
SP - 67
EP - 72
DO - 10.5220/0001319100670072
PB - SciTePress