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» Using Document Dimensions for Enhanced Information Retrieval
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151
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ICML
2000
IEEE
16 years 4 months ago
Less is More: Active Learning with Support Vector Machines
We describe a simple active learning heuristic which greatly enhances the generalization behavior of support vector machines (SVMs) on several practical document classification ta...
Greg Schohn, David Cohn
WISE
2009
Springer
15 years 11 months ago
An Architecture for Open Cross-Media Annotation Services
The emergence of new media technologies in combination with enhanced information sharing functionality offered by the Web provides new possibilities for cross-media annotations. T...
Beat Signer, Moira C. Norrie
IJMSO
2010
90views more  IJMSO 2010»
15 years 2 months ago
Measuring intrinsic quality of semantic search based on feature vectors
: Search is probably the most frequent activity on the Web. Yet it is not effortless, mainly due to heterogeneous information resources. Semantic search is a means to tackle the pr...
Stein L. Tomassen, Darijus Strasunskas
173
Voted
HIM
1997
Springer
169views Multimedia» more  HIM 1997»
15 years 8 months ago
High Precision Hypertext Navigation Based on NLP Automatic Extractions
The growing popularity of hypertext navigation systems and the availability of large documentary databases is leading to the design of navigation systems that allow to explore the...
Frantz Vichot, Francis Wolinski, Joseph Tomeh, Syl...
MM
2005
ACM
172views Multimedia» more  MM 2005»
15 years 9 months ago
Learning the semantics of multimedia queries and concepts from a small number of examples
In this paper we unify two supposedly distinct tasks in multimedia retrieval. One task involves answering queries with a few examples. The other involves learning models for seman...
Apostol Natsev, Milind R. Naphade, Jelena Tesic