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ICML
2006
IEEE
16 years 2 months ago
Robust probabilistic projections
Principal components and canonical correlations are at the root of many exploratory data mining techniques and provide standard pre-processing tools in machine learning. Lately, p...
Cédric Archambeau, Michel Verleysen, Nicola...
SIGMOD
2009
ACM
180views Database» more  SIGMOD 2009»
16 years 2 months ago
Indexing correlated probabilistic databases
With large amounts of correlated probabilistic data being generated in a wide range of application domains including sensor networks, information extraction, event detection etc.,...
Bhargav Kanagal, Amol Deshpande
DISCEX
2003
IEEE
15 years 7 months ago
An Integrated Cyber Panel System
The DARPA Cyber Panel program has funded research in defending mission-critical information systems from strategic coordinated attacks. This research spans many areas including no...
Laura Tinnel, O. Sami Saydjari, Joshua W. Haines
104
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DISCEX
2003
IEEE
15 years 7 months ago
Modeling Multistep Cyber Attacks for Scenario Recognition
Efforts toward automated detection and identification of multistep cyber attack scenarios would benefit significantly from a methodology and language for modeling such scenario...
Steven Cheung, Ulf Lindqvist, Martin W. Fong
PVLDB
2008
122views more  PVLDB 2008»
15 years 1 months ago
Exploiting shared correlations in probabilistic databases
There has been a recent surge in work in probabilistic databases, propelled in large part by the huge increase in noisy data sources -from sensor data, experimental data, data fro...
Prithviraj Sen, Amol Deshpande, Lise Getoor