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AINA
2008
IEEE
14 years 3 months ago
Missing Value Estimation for Time Series Microarray Data Using Linear Dynamical Systems Modeling
The analysis of gene expression time series obtained from microarray experiments can be effectively exploited to understand a wide range of biological phenomena from the homeostat...
Connie Phong, Raul Singh
SRDS
2003
IEEE
14 years 1 months ago
Modeling and Detecting Failures in Next-generation Distributed Multimedia Applications
In this paper we investigate dependability issues of nextgeneration distributed multimedia applications. Examples of such applications are autonomous vehicle control, telemedicine...
Domenico Cotroneo, Cristiano di Flora, Generoso Pa...
IPSN
2007
Springer
14 years 2 months ago
Probabilistic detection of mobile targets in heterogeneous sensor networks
Target detection and field surveillance are among the most prominent applications of Sensor Networks (SN). The quality of detection achieved by a SN can be quantified by evaluat...
Loukas Lazos, Radha Poovendran, James A. Ritcey
POPL
1996
ACM
14 years 19 days ago
A Provably Time-Efficient Parallel Implementation of Full Speculation
that defines abstract costs for measuring or analyzing the performance of computations, (2) to supply the users with a mapping of these costs onto runtimes on various machine model...
John Greiner, Guy E. Blelloch
ICML
2010
IEEE
13 years 9 months ago
Conditional Topic Random Fields
Generative topic models such as LDA are limited by their inability to utilize nontrivial input features to enhance their performance, and many topic models assume that topic assig...
Jun Zhu, Eric P. Xing