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CPAIOR
2006
Springer
15 years 7 months ago
Improved Algorithm for the Soft Global Cardinality Constraint
Abstract. We propose two algorithms achieving generalized arc consistency for the soft global cardinality constraint with variable-based violation and with value-based violation. T...
Alessandro Zanarini, Michela Milano, Gilles Pesant
UAI
2008
15 years 5 months ago
Explanation Trees for Causal Bayesian Networks
Bayesian networks can be used to extract explanations about the observed state of a subset of variables. In this paper, we explicate the desiderata of an explanation and confront ...
Ulf H. Nielsen, Jean-Philippe Pellet, André...
IWPC
2010
IEEE
15 years 2 months ago
DepDigger: A Tool for Detecting Complex Low-Level Dependencies
We present a tool that identifies complex data-flow dependencies on code-level, based on the measure dep-degree. Low-level dependencies between program operations are modeled by...
Dirk Beyer, Ashgan Fararooy
JMLR
2010
158views more  JMLR 2010»
14 years 11 months ago
Topology Selection in Graphical Models of Autoregressive Processes
An algorithm is presented for topology selection in graphical models of autoregressive Gaussian time series. The graph topology of the model represents the sparsity pattern of the...
Jitkomut Songsiri, Lieven Vandenberghe
CVPR
2008
IEEE
16 years 6 months ago
Distributed data association and filtering for multiple target tracking
This paper presents a novel distributed framework for multi-target tracking with an efficient data association computation. A decentralized representation of trackers' motion...
Ting Yu, Ying Wu, Nils Krahnstoever, Peter H. Tu