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» Describing Semistructured Data
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RECOMB
2000
Springer
15 years 7 months ago
Using Bayesian networks to analyze expression data
DNA hybridization arrays simultaneously measure the expression level for thousands of genes. These measurements provide a "snapshot" of transcription levels within the c...
Nir Friedman, Michal Linial, Iftach Nachman, Dana ...
AUSDM
2008
Springer
227views Data Mining» more  AUSDM 2008»
15 years 6 months ago
Exploratory Mining over Organisational Communications Data
Exploratory data mining is fundamental to fostering an appreciation of complex datasets. For large and continuously growing datasets, such as obtained by regular sampling of an or...
Alan Allwright, John F. Roddick
SIGMOD
2005
ACM
118views Database» more  SIGMOD 2005»
16 years 4 months ago
A survey of data provenance in e-science
Data management is growing in complexity as largescale applications take advantage of the loosely coupled resources brought together by grid middleware and by abundant storage cap...
Yogesh Simmhan, Beth Plale, Dennis Gannon
DASFAA
1999
IEEE
118views Database» more  DASFAA 1999»
15 years 8 months ago
Design and Implementation of a CORBA Query Service Accessing EXPRESS-based Data
In this paper we describe the design and implementation of a CORBA Query Service targeted to access data that is defined by the EXPRESS data modeling language. EXPRESS is used pri...
Jürgen Sellentin, Bernhard Mitschang
KDD
1997
ACM
92views Data Mining» more  KDD 1997»
15 years 8 months ago
Increasing the Efficiency of Data Mining Algorithms with Breadth-First Marker Propagation
This paper describes how to increase the efficiency of inductive data mining algorithms by replacing the central matching operation with a marker propagation technique. Breadth-fi...
John M. Aronis, Foster J. Provost