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COCO
1998
Springer
98views Algorithms» more  COCO 1998»
14 years 3 months ago
Probabilistic Martingales and BPTIME Classes
We define probabilistic martingales based on randomized approximation schemes, and show that the resulting notion of probabilistic measure has several desirable robustness propert...
Kenneth W. Regan, D. Sivakumar
ICDE
2008
IEEE
112views Database» more  ICDE 2008»
15 years 11 days ago
Probabilistic Event Extraction from RFID Data
Abstract-- We present PEEX, a system that enables applications to define and extract meaningful probabilistic high-level events from RFID data. PEEX effectively copes with errors i...
Nodira Khoussainova, Magdalena Balazinska, Dan Suc...
ICDE
2008
IEEE
132views Database» more  ICDE 2008»
15 years 11 days ago
IMPrECISE: Good-is-good-enough data integration
Abstract- IMPrECISE is an XQuery module that adds probabilistic XML functionality to an existing XML DBMS, in our case MonetDBlXQuery. We demonstrate probabilistic XML and data int...
Ander de Keijzer, Maurice van Keulen
DAC
1995
ACM
14 years 2 months ago
Efficient Power Estimation for Highly Correlated Input Streams
- Power estimation in combinational modules is addressed from a probabilistic point of view. The zero-delay hypothesis is considered and under highly correlated input streams, the ...
Radu Marculescu, Diana Marculescu, Massoud Pedram
JAIR
2011
114views more  JAIR 2011»
13 years 1 months ago
Properties of Bethe Free Energies and Message Passing in Gaussian Models
We address the problem of computing approximate marginals in Gaussian probabilistic models by using mean field and fractional Bethe approximations. We define the Gaussian fracti...
Botond Cseke, Tom Heskes