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ISSAC
2007
Springer
83views Mathematics» more  ISSAC 2007»
16 years 29 days ago
Parallel computation of the rank of large sparse matrices from algebraic K-theory
This paper deals with the computation of the rank and some integer Smith forms of a series of sparse matrices arising in algebraic K-theory. The number of non zero entries in the ...
Jean-Guillaume Dumas, Philippe Elbaz-Vincent, Pasc...
PARLE
1994
15 years 11 months ago
Modelling Photochemical Pollution using Parallel and Distributed Computing Platforms
Scientists are increasingly turning to numerical simulation in order to investigate and model complex environmental systems. Numerical simulation has enormous advantages over labor...
David Abramson, M. Cope, R. McKenzie
ICDM
2007
IEEE
131views Data Mining» more  ICDM 2007»
16 years 1 months ago
Parallel Mining of Frequent Closed Patterns: Harnessing Modern Computer Architectures
Inspired by emerging multi-core computer architectures, in this paper we present MT CLOSED, a multi-threaded algorithm for frequent closed itemset mining (FCIM). To the best of ou...
Claudio Lucchese, Salvatore Orlando, Raffaele Pere...
SC
2003
ACM
16 years 1 days ago
Parallel Multilevel Sparse Approximate Inverse Preconditioners in Large Sparse Matrix Computations
We investigate the use of the multistep successive preconditioning strategies (MSP) to construct a class of parallel multilevel sparse approximate inverse (SAI) preconditioners. W...
Kai Wang, Jun Zhang, Chi Shen
KDD
2004
ACM
118views Data Mining» more  KDD 2004»
16 years 7 months ago
Parallel computation of high dimensional robust correlation and covariance matrices
The computation of covariance and correlation matrices are critical to many data mining applications and processes. Unfortunately the classical covariance and correlation matrices...
James Chilson, Raymond T. Ng, Alan Wagner, Ruben H...