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» Using Matrix Decompositions in Formal Concept Analysis
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ICDM
2005
IEEE
136views Data Mining» more  ICDM 2005»
14 years 1 months ago
Pairwise Symmetry Decomposition Method for Generalized Covariance Analysis
We propose a new theoretical framework for generalizing the traditional notion of covariance. First, we discuss the role of pairwise cross-cumulants by introducing a cluster expan...
Tsuyoshi Idé
ICFCA
2009
Springer
14 years 9 days ago
Handling Large Formal Context Using BDD - Perspectives and Limitations
This paper presents Binary Decision Diagrams (BDDs) applied to Formal Concept Analysis (FCA). The aim is to increase the FCA capability to handle large formal contexts. The main id...
Andrei Rimsa, Luis E. Zárate, Mark A. J. So...
ICASSP
2011
IEEE
12 years 11 months ago
Computing the nonnegative 3-way tensor factorization using Tikhonov regularization
This paper deals with the minimum polyadic decomposition of a nonnegative three-way array. The main advantage of the nonnegativity constraint is that the approximation problem bec...
Jean-Philip Royer, Pierre Comon, Nadège Thi...
AOSD
2009
ACM
13 years 5 months ago
Concept analysis for product line requirements
Traditional methods characterize a software product line's requirements using either functional or quality criteria. This appears to be inadequate to assess modularity, detec...
Nan Niu, Steve M. Easterbrook
GD
1994
Springer
13 years 11 months ago
A Geometrical Heuristic for Drawing Concept Lattices
Abstract. Concept lattices are used in formal concept analysis to represent data conceptually so that the original data are still recognizable. Their line diagrams should re ect th...
Gerd Stumme, Rudolf Wille