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KDD
2012
ACM
197views Data Mining» more  KDD 2012»
11 years 9 months ago
On the separability of structural classes of communities
Three major factors govern the intricacies of community extraction in networks: (1) the application domain includes a wide variety of networks of fundamentally different natures,...
Bruno D. Abrahao, Sucheta Soundarajan, John E. Hop...
FLAIRS
2010
13 years 9 months ago
Visual Object Detection using Frequent Pattern Mining
Object search in a visual scene is a highly challenging and computationally intensive task. Most of the current object detection techniques extract features from images for classi...
Yousuf Aboobaker Sait, Balaraman Ravindran
IBPRIA
2005
Springer
14 years 24 days ago
Parallel Perceptrons, Activation Margins and Imbalanced Training Set Pruning
A natural way to deal with training samples in imbalanced class problems is to prune them removing redundant patterns, easy to classify and probably over represented, and label noi...
Iván Cantador, José R. Dorronsoro
SIGMOD
2008
ACM
127views Database» more  SIGMOD 2008»
13 years 7 months ago
Minimization of tree pattern queries with constraints
Tree pattern queries (TPQs) provide a natural and easy formalism to query tree-structured XML data, and the efficient processing of such queries has attracted a lot of attention. ...
Ding Chen, Chee Yong Chan
HASKELL
2005
ACM
14 years 28 days ago
TypeCase: a design pattern for type-indexed functions
A type-indexed function is a function that is defined for each member of some family of types. Haskell’s type class mechanism provides collections of open type-indexed function...
Bruno C. D. S. Oliveira, Jeremy Gibbons