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ICML
2007
IEEE
15 years 10 months ago
Local dependent components
We introduce a mixture of probabilistic canonical correlation analyzers model for analyzing local correlations, or more generally mutual statistical dependencies, in cooccurring d...
Arto Klami, Samuel Kaski
HICSS
2008
IEEE
115views Biometrics» more  HICSS 2008»
15 years 4 months ago
Mobile Device Profiling and Intrusion Detection Using Smart Batteries
This paper introduces capabilities developed for a Battery-Sensing Intrusion Protection System (B-SIPS) for mobile computers, which alerts when abnormal current changes are detect...
Timothy Buennemeyer, Theresa M. Nelson, Lee M. Cla...
MM
2004
ACM
90views Multimedia» more  MM 2004»
15 years 3 months ago
Probability fusion for correlated multimedia streams
The fusion of multiple correlated observations of a multimedia system is a research problem arising in many multimedia applications. In this paper, we propose a novel framework fo...
Pradeep K. Atrey, Mohan S. Kankanhalli
ICFEM
2007
Springer
15 years 1 months ago
Automating Refinement Checking in Probabilistic System Design
Abstract. Refinement plays a crucial role in "top-down" styles of verification, such as the refinement calculus, but for probabilistic systems proof of refinement is a pa...
Carlos Gonzalia, Annabelle McIver
ICDM
2007
IEEE
122views Data Mining» more  ICDM 2007»
15 years 3 months ago
Representing Tuple and Attribute Uncertainty 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 — sensor data, experimental data, data from ...
Prithviraj Sen, Amol Deshpande, Lise Getoor