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» Extended Boolean Matrix Decomposition
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ICDM
2009
IEEE
129views Data Mining» more  ICDM 2009»
13 years 11 months ago
Extended Boolean Matrix Decomposition
—With the vast increase in collection and storage of data, the problem of data summarization is most critical for effective data management. Since much of this data is categorica...
Haibing Lu, Jaideep Vaidya, Vijayalakshmi Atluri, ...
ICDE
2008
IEEE
129views Database» more  ICDE 2008»
14 years 6 months ago
Optimal Boolean Matrix Decomposition: Application to Role Engineering
Abstract-- A decomposition of a binary matrix into two matrices gives a set of basis vectors and their appropriate combination to form the original matrix. Such decomposition solut...
Haibing Lu, Jaideep Vaidya, Vijayalakshmi Atluri
SCL
2010
114views more  SCL 2010»
12 years 11 months ago
Input-state incidence matrix of Boolean control networks and its applications
The input-state incidence matrix of control Boolean network is proposed. It is shown that this matrix contains complete information of the input-state mapping. Using it, an easily...
Yin Zhao, Hongsheng Qi, Daizhan Cheng
DATE
2009
IEEE
123views Hardware» more  DATE 2009»
13 years 11 months ago
On decomposing Boolean functions via extended cofactoring
—We investigate restructuring techniques based on decomposition/factorization, with the objective to move critical signals toward the output while minimizing area. A specific ap...
Anna Bernasconi, Valentina Ciriani, Gabriella Truc...
SDM
2012
SIAM
233views Data Mining» more  SDM 2012»
11 years 7 months ago
On Finding Joint Subspace Boolean Matrix Factorizations
Finding latent factors of the data using matrix factorizations is a tried-and-tested approach in data mining. But finding shared factors over multiple matrices is more novel prob...
Pauli Miettinen