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» Computing LTS Regression for Large Data Sets
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DAWAK
2006
Springer
14 years 27 days ago
On the Computation of Maximal-Correlated Cuboids Cells
The main idea of iceberg data cubing methods relies on optimization techniques for computing only the cuboids cells above certain minimum support threshold. Even using such approac...
Ronnie Alves, Orlando Belo
ACL
2010
13 years 7 months ago
Learning Phrase-Based Spelling Error Models from Clickthrough Data
This paper explores the use of clickthrough data for query spelling correction. First, large amounts of query-correction pairs are derived by analyzing users' query reformula...
Xu Sun, Jianfeng Gao, Daniel Micol, Chris Quirk
SECURWARE
2008
IEEE
14 years 3 months ago
Analysis of Computer Infection Risk Factors Based on Customer Network Usage
— Epidemiology, the science that studies the cause and propagation of diseases, provides us with the concepts and methods to analyze the potential risk factors to which ADSL cust...
Yannick Carlinet, Ludovic Mé, Hervé ...
IJCNN
2006
IEEE
14 years 3 months ago
A computational intelligence-based criterion to detect non-stationarity trends
—The stationarity hypothesis is largely and implicitly assumed when designing classifiers (especially those for industrial applications) but it does not generally hold in practic...
Cesare Alippi, Manuel Roveri
SDM
2007
SIAM
118views Data Mining» more  SDM 2007»
13 years 10 months ago
On Privacy-Preservation of Text and Sparse Binary Data with Sketches
In recent years, privacy preserving data mining has become very important because of the proliferation of large amounts of data on the internet. Many data sets are inherently high...
Charu C. Aggarwal, Philip S. Yu