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» The Bias Problem and Language Models in Adaptive Filtering
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CONSTRAINTS
2006
115views more  CONSTRAINTS 2006»
13 years 9 months ago
A Cost-Regular Based Hybrid Column Generation Approach
Abstract. Constraint Programming (CP) offers a rich modeling language of constraints embedding efficient algorithms to handle complex and heterogeneous combinatorial problems. To s...
Sophie Demassey, Gilles Pesant, Louis-Martin Rouss...
KDD
2009
ACM
170views Data Mining» more  KDD 2009»
14 years 9 months ago
Genre-based decomposition of email class noise
Corruption of data by class-label noise is an important practical concern impacting many classification problems. Studies of data cleaning techniques often assume a uniform label ...
Aleksander Kolcz, Gordon V. Cormack
DBPL
1999
Springer
122views Database» more  DBPL 1999»
14 years 1 months ago
A Representation Independent Language for Planar Spatial Databases with Euclidean Distance
Linear constraint databases and query languages are appropriate for spatial database applications. Not only the data model is natural to represent a large portion of spatial data s...
Gabriel M. Kuper, Jianwen Su
SDM
2012
SIAM
235views Data Mining» more  SDM 2012»
11 years 11 months ago
Sampling Strategies to Evaluate the Performance of Unknown Predictors
The focus of this paper is on how to select a small sample of examples for labeling that can help us to evaluate many different classification models unknown at the time of sampl...
Hamed Valizadegan, Saeed Amizadeh, Milos Hauskrech...
ISW
2004
Springer
14 years 2 months ago
A Model for the Semantics of Attack Signatures in Misuse Detection Systems
Misuse Detection systems identify evidence of attacks by searching for patterns of known attacks (signatures). A main problem in this context is the modeling and specification of a...
Michael Meier