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KDD
2006
ACM
213views Data Mining» more  KDD 2006»
14 years 9 months ago
Learning sparse metrics via linear programming
Calculation of object similarity, for example through a distance function, is a common part of data mining and machine learning algorithms. This calculation is crucial for efficie...
Glenn Fung, Rómer Rosales
ICPR
2006
IEEE
14 years 10 months ago
Clustering-based multispectral band selection using mutual information
This work presents the application of a novel technique on dimensionality reduction to deal with multispectral images. A distance based on mutual information is used to construct ...
Adolfo Martínez Usó, Filiberto Pla, ...
COMPGEOM
2004
ACM
14 years 2 months ago
Low-dimensional embedding with extra information
A frequently arising problem in computational geometry is when a physical structure, such as an ad-hoc wireless sensor network or a protein backbone, can measure local information...
Mihai Badoiu, Erik D. Demaine, Mohammad Taghi Haji...
INFOCOM
2009
IEEE
14 years 3 months ago
Estimating Hop Distance Between Arbitrary Host Pairs
—Establishing a clear and timely picture of Internet topology is complicated by many factors including the vast size and dynamic nature of the infrastructure. In this paper, we d...
Brian Eriksson, Paul Barford, Robert D. Nowak
BMCBI
2004
150views more  BMCBI 2004»
13 years 8 months ago
Inter-residue distances derived from fold contact propensities correlate with evolutionary substitution costs
Background: The wealth of information on protein structure has led to a variety of statistical analyses of the role played by individual amino acid types in the protein fold. In p...
Gareth Williams, Patrick Doherty