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ICCV
2001
IEEE
14 years 10 months ago
Human Tracking with Mixtures of Trees
Tree-structured probabilistic models admit simple, fast inference. However, they are not well suited to phenomena such as occlusion, where multiple components of an object may dis...
Sergey Ioffe, David A. Forsyth
KDD
1995
ACM
176views Data Mining» more  KDD 1995»
13 years 11 months ago
MDL-Based Decision Tree Pruning
This paper explores the application of the Minimum Description Length principle for pruning decision trees. We present a new algorithm that intuitively captures the primary goal o...
Manish Mehta 0002, Jorma Rissanen, Rakesh Agrawal
SIGMETRICS
2006
ACM
121views Hardware» more  SIGMETRICS 2006»
14 years 1 months ago
Transient analysis of tree-Like processes and its application to random access systems
A new methodology to assess transient performance measures of tree-like processes is proposed by introducing the concept of tree-like processes with marked time epochs. As opposed...
Jeroen Van Velthoven, Benny Van Houdt, Chris Blond...
WIA
2007
Springer
14 years 2 months ago
Backward and Forward Bisimulation Minimisation of Tree Automata
We improve an existing bisimulation minimisation algorithm for tree automata by introducing backward and forward bisimulations and developing minimisation algorithms for them. Mini...
Johanna Högberg, Andreas Maletti, Jonathan Ma...
ISMB
2001
13 years 9 months ago
Designing fast converging phylogenetic methods
Abstract: Absolute fast converging phylogenetic reconstruction methods are provably guaranteed to recover the true tree with high probability from sequences that grow only polynomi...
Luay Nakhleh, Usman Roshan, Katherine St. John, Je...