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» State Space Reduction Based on Live Variables Analysis
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GFKL
2005
Springer
105views Data Mining» more  GFKL 2005»
14 years 29 days ago
Variable Selection for Discrimination of More Than Two Classes Where Data are Sparse
In classification, with an increasing number of variables, the required number of observations grows drastically. In this paper we present an approach to put into effect the maxi...
Gero Szepannek, Claus Weihs
NIPS
2007
13 years 8 months ago
People Tracking with the Laplacian Eigenmaps Latent Variable Model
Reliably recovering 3D human pose from monocular video requires models that bias the estimates towards typical human poses and motions. We construct priors for people tracking usi...
Zhengdong Lu, Miguel Á. Carreira-Perpi&ntil...
DATE
1998
IEEE
103views Hardware» more  DATE 1998»
13 years 11 months ago
Efficient Encoding Schemes for Symbolic Analysis of Petri Nets
Petri nets are a graph-based formalism appropriate to model concurrentsystems such as asynchronouscircuits or network protocols. Symbolic techniques based on Binary Decision Diagr...
Enric Pastor, Jordi Cortadella
SPIN
2009
Springer
14 years 2 months ago
Automatic Discovery of Transition Symmetry in Multithreaded Programs Using Dynamic Analysis
While symmetry reduction has been established to be an important technique for reducing the search space in model checking, its application in concurrent software verification is ...
Yu Yang, Xiaofang Chen, Ganesh Gopalakrishnan, Cha...
SAC
2005
ACM
14 years 1 months ago
Time-varying, multivariate volume data reduction
Large-scale supercomputing is revolutionizing the way science is conducted. A growing challenge, however, is understanding the massive quantities of data produced by largescale si...
Nathaniel Fout, Kwan-Liu Ma, James P. Ahrens