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» On the Learnability of Vector Spaces
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ICDM
2006
IEEE
118views Data Mining» more  ICDM 2006»
14 years 1 months ago
Generalizing Version Space Support Vector Machines for Non-Separable Data
Although version space support vector machines (VSSVMs) are a successful approach to reliable classification [6], they are restricted to separable data. This paper proposes gener...
Evgueni N. Smirnov, Ida G. Sprinkhuizen-Kuyper, Ni...
JCO
2010
79views more  JCO 2010»
13 years 2 months ago
New error-correcting pooling designs associated with finite vector spaces
Let Fn q be a n-dimensional vector space over Fq. In this paper we construct a new family of inclusion matrices associated with subspaces of Fn q, and exhibit their disjunct proper...
Jizhu Nan, Jun Guo
NAACL
2010
13 years 5 months ago
Cross-lingual Induction of Selectional Preferences with Bilingual Vector Spaces
We describe a cross-lingual method for the induction of selectional preferences for resourcepoor languages, where no accurate monolingual models are available. The method uses bil...
Yves Peirsman, Sebastian Padó
ICPR
2010
IEEE
13 years 5 months ago
Fundamental Geodesic Deformations in Spaces of Treelike Shapes
This paper presents a new geometric framework for analysis of planar treelike shapes for applications such as shape matching, recognition and morphology, using the geometry of the...
Aasa Feragen, François Lauze, Mads Nielsen
ACL
2003
13 years 8 months ago
Orthogonal Negation in Vector Spaces for Modelling Word-Meanings and Document Retrieval
Standard IR systems can process queries such as “web NOT internet”, enabling users who are interested in arachnids to avoid documents about computing. The documents retrieved ...
Dominic Widdows