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» Collectives and How They Move: A Tale of Two Classifications
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AAAI
2007
13 years 7 months ago
Cautious Inference in Collective Classification
Collective classification can significantly improve accuracy by exploiting relationships among instances. Although several collective inference procedures have been reported, they...
Luke McDowell, Kalyan Moy Gupta, David W. Aha
ICCV
2001
IEEE
14 years 7 months ago
Affine 3-D Reconstruction from Two Projective Images of Independently Translating Planes
Consider two views of a multi-body scene consisting of planar bodies moving in pure translation one relative to the other. We show that the fundamental matrices, one per body, liv...
Lior Wolf, Amnon Shashua
JUCS
2008
130views more  JUCS 2008»
13 years 5 months ago
Feature Selection for the Classification of Large Document Collections
: Feature selection methods are often applied in the context of document classification. They are particularly important for processing large data sets that may contain millions of...
Janez Brank, Dunja Mladenic, Marko Grobelnik, Nata...
CHI
2009
ACM
14 years 5 months ago
Annotate once, appear anywhere: collective foraging for snippets of interest using paragraph fingerprinting
A common practice in work groups is to share links to interesting web pages. Moreover, passages in these web pages are often cut-and-pasted, and used in various other contexts. In...
Lichan Hong, Ed H. Chi
EMNLP
2009
13 years 3 months ago
Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity Classification
This work investigates design choices in modeling a discourse scheme for improving opinion polarity classification. For this, two diverse global inference paradigms are used: a su...
Swapna Somasundaran, Galileo Namata, Janyce Wiebe,...