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ICDM
2003
IEEE
181views Data Mining» more  ICDM 2003»
14 years 23 days ago
Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift
Algorithms for tracking concept drift are important for many applications. We present a general method based on the Weighted Majority algorithm for using any online learner for co...
Jeremy Z. Kolter, Marcus A. Maloof
HPDC
2000
IEEE
13 years 12 months ago
Robust Resource Management for Metacomputers
In this paper we present a robust software infrastructure for metacomputing. The system is intended to be used by others as a building block for large and powerful computational g...
Jörn Gehring, Achim Streit
ICDE
2007
IEEE
179views Database» more  ICDE 2007»
14 years 1 months ago
A New ILP-based Concept Discovery Method for Business Intelligence
In this work, we propose a multi-relational concept discovery method for business intelligence applications. Multi-relational data mining finds interesting patterns that span ove...
Seda Daglar Toprak, Pinar Senkul, Yusuf Kavurucu, ...
COLT
2004
Springer
13 years 11 months ago
A New PAC Bound for Intersection-Closed Concept Classes
For hyper-rectangles in Rd Auer et al. [1] proved a PAC bound of O 1 (d + log 1 ) , where and are the accuracy and confidence parameters. It is still an open question whether one...
Peter Auer, Ronald Ortner
AUTOMATICA
2006
81views more  AUTOMATICA 2006»
13 years 7 months ago
A new concept of invariance for saturated systems
: In this paper, a new concept of invariance for saturated linear systems is presented. This new notion of invariance, denoted SNS-invariance, has a number of geometrical propertie...
T. Alamo, A. Cepeda, Daniel Limón, Eduardo ...