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» Instance Sense Induction from Attribute Sets
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IDA
2010
Springer
14 years 11 months ago
Oracle Coached Decision Trees and Lists
This paper introduces a novel method for obtaining increased predictive performance from transparent models in situations where production input vectors are available when building...
Ulf Johansson, Cecilia Sönströd, Tuve L&...
IPPS
2006
IEEE
15 years 3 months ago
Resource management with stateful support for analytic applications
Analytic applications from various industrial sectors have specific attributes and requirements including relatively long processing time, parallelization, multiple interactive in...
L. L. Fong, Catherine H. Crawford, Hidayatullah Sh...
ACSC
2005
IEEE
15 years 3 months ago
Large k-Separated Matchings of Random Regular Graphs
A k-separated matching in a graph is a set of edges at distance at least k from one another (hence, for instance, a 1-separated matching is just a matching in the classical sense)...
Mihalis Beis, William Duckworth, Michele Zito
KDD
1998
ACM
170views Data Mining» more  KDD 1998»
15 years 1 months ago
Mining Audit Data to Build Intrusion Detection Models
In this paper we discuss a data mining framework for constructing intrusion detection models. The key ideas are to mine system audit data for consistent and useful patterns of pro...
Wenke Lee, Salvatore J. Stolfo, Kui W. Mok
JAIR
2007
107views more  JAIR 2007»
14 years 9 months ago
Compressed Pattern Databases
A pattern database (PDB) is a heuristic function implemented as a lookup table that stores the lengths of optimal solutions for subproblem instances. Standard PDBs have a distinct...
Ariel Felner, Richard E. Korf, Ram Meshulam, Rober...