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SACMAT
2010
ACM
15 years 9 months ago
Mining roles with noisy data
There has been increasing interest in automatic techniques for generating roles for role based access control, a process known as role mining. Most role mining approaches assume t...
Ian Molloy, Ninghui Li, Yuan (Alan) Qi, Jorge Lobo...
141
Voted
ICDE
2007
IEEE
107views Database» more  ICDE 2007»
15 years 11 months ago
An Integrated Platform for Spatial Data Mining within a GIS Environment
The strength of GIS is in providing a rich data infrastructure for combining disparate data in meaningful ways by using a spatial arrangement (e.g., proximity). As a toolbox, a GI...
Annalisa Appice, Antonietta Lanza, Donato Malerba
BIOSTEC
2008
192views Healthcare» more  BIOSTEC 2008»
15 years 6 months ago
Application of Process Mining in Healthcare - A Case Study in a Dutch Hospital
Abstract. To gain competitive advantage, hospitals try to streamline their processes. In order to do so, it is essential to have an accurate view of the "careflows" under...
R. S. Mans, Helen Schonenberg, Minseok Song, Wil M...
140
Voted
SIGMOD
2000
ACM
133views Database» more  SIGMOD 2000»
15 years 9 months ago
Data Mining on an OLTP System (Nearly) for Free
This paper proposes a scheme for scheduling disk requests that takes advantage of the ability of high-level functions to operate directly at individual disk drives. We show that s...
Erik Riedel, Christos Faloutsos, Gregory R. Ganger...
MLDM
2009
Springer
15 years 11 months ago
Relational Frequent Patterns Mining for Novelty Detection from Data Streams
We face the problem of novelty detection from stream data, that is, the identification of new or unknown situations in an ordered sequence of objects which arrive on-line, at cons...
Michelangelo Ceci, Annalisa Appice, Corrado Loglis...