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» Approximation algorithms for labeling hierarchical taxonomie...
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SODA
2008
ACM
105views Algorithms» more  SODA 2008»
13 years 5 months ago
Approximation algorithms for labeling hierarchical taxonomies
Yuval Rabani, Leonard J. Schulman, Chaitanya Swamy
ICDM
2009
IEEE
184views Data Mining» more  ICDM 2009»
13 years 1 months ago
Improved Multi Label Classification in Hierarchical Taxonomies
Hierarchical taxonomies are used to organize and retrieve information in many domains, especially those dealing with large and rapidly growing amounts of information. In many of t...
Kunal Punera, Suju Rajan
NIPS
2004
13 years 5 months ago
Incremental Algorithms for Hierarchical Classification
We study the problem of hierarchical classification when labels corresponding to partial and/or multiple paths in the underlying taxonomy are allowed. We introduce a new hierarchi...
Nicolò Cesa-Bianchi, Claudio Gentile, Andre...
ICML
2006
IEEE
14 years 4 months ago
Hierarchical classification: combining Bayes with SVM
We study hierarchical classification in the general case when an instance could belong to more than one class node in the underlying taxonomy. Experiments done in previous work sh...
Nicolò Cesa-Bianchi, Claudio Gentile, Luca ...
WWW
2005
ACM
14 years 4 months ago
Automatically learning document taxonomies for hierarchical classification
While several hierarchical classification methods have been applied to web content, such techniques invariably rely on a pre-defined taxonomy of documents. We propose a new techni...
Kunal Punera, Suju Rajan, Joydeep Ghosh