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FLAIRS
2004
13 years 9 months ago
Computing Marginals with Hierarchical Acyclic Hypergraphs
How to compute marginals efficiently is one of major concerned problems in probabilistic reasoning systems. Traditional graphical models do not preserve all conditional independen...
S. K. Michael Wong, Tao Lin
SIAMDM
2010
84views more  SIAMDM 2010»
13 years 6 months ago
On Computing the Frequencies of Induced Subhypergraphs
Let F be an r-uniform hypergraph with f vertices, where f > r ≥ 3. In [12], R. Yuster posed the problem of whether there exists an algorithm which, for a given r-uniform hyper...
Brendan Nagle
ICDM
2010
IEEE
130views Data Mining» more  ICDM 2010»
13 years 5 months ago
Using Taxonomies to Perform Aggregated Querying over Imprecise Data
-- In this paper, we put forward our approach for answering aggregated queries over imprecise data using domain specific taxonomies. A new concept we call the weighted hierarchical...
Atanu Roy, Chandrima Sarkar, Rafal A. Angryk
CLIMA
2010
13 years 9 months ago
Hypergraphs of Multiparty Secrets
The paper considers interdependencies between secrets in a multiparty system. Each secret is assumed to be known only to a certain fixed set of parties. These sets can be viewed as...
Sara Miner More, Pavel Naumov
FEGC
2008
104views Biometrics» more  FEGC 2008»
13 years 9 months ago
Mining Implications from Lattices of Closed Trees
We propose a way of extracting high-confidence association rules from datasets consisting of unlabeled trees. The antecedents are obtained through a computation akin to a hypergrap...
José L. Balcázar, Albert Bifet, Anto...