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ICDM
2010
IEEE
127views Data Mining» more  ICDM 2010»
13 years 6 months ago
Learning Markov Network Structure with Decision Trees
Traditional Markov network structure learning algorithms perform a search for globally useful features. However, these algorithms are often slow and prone to finding local optima d...
Daniel Lowd, Jesse Davis
SRDS
2008
IEEE
14 years 2 months ago
Self-Stabilization in Tree-Structured Peer-to-Peer Service Discovery Systems
The efficiency of service discovery is critical in the development of fully decentralized middleware intended to manage large scale computational grids. This demand influenced t...
Eddy Caron, Ajoy Kumar Datta, Franck Petit, C&eacu...
PLDI
1994
ACM
14 years 17 days ago
The Program Structure Tree: Computing Control Regions in Linear Time
In this paper, we describe the program structure tree (PST), a hierarchical representation of program structure based on single entry single exit (SESE) regions of the control flo...
Richard Johnson, David Pearson, Keshav Pingali
MICCAI
2010
Springer
13 years 7 months ago
Reconstructing Geometrically Consistent Tree Structures from Noisy Images
Abstract. We present a novel approach to fully automated reconstruction of tree structures in noisy 2D images. Unlike in earlier approaches, we explicitly handle crossovers and bif...
Engin Türetken, Christian Blum, Germán...
HIPC
1999
Springer
14 years 23 days ago
Memory-Optimal Evaluation of Expression Trees Involving Large Objects
The need to evaluate expression trees involving large objects arises in scientific computing applications such as electronic structure calculations. Often, the tree node objects a...
Chi-Chung Lam, Daniel Cociorva, Gerald Baumgartner...