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» Distributional Semantics in Technicolor
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CORR
2010
Springer
160views Education» more  CORR 2010»
13 years 6 months ago
Scalable Probabilistic Databases with Factor Graphs and MCMC
Incorporating probabilities into the semantics of incomplete databases has posed many challenges, forcing systems to sacrifice modeling power, scalability, or treatment of relatio...
Michael L. Wick, Andrew McCallum, Gerome Miklau
BMCBI
2006
141views more  BMCBI 2006»
13 years 6 months ago
The use of concept maps during knowledge elicitation in ontology development processes - the nutrigenomics use case
Background: Incorporation of ontologies into annotations has enabled 'semantic integration' of complex data, making explicit the knowledge within a certain field. One of...
Alexander García Castro, Philippe Rocca-Ser...
JSS
2006
111views more  JSS 2006»
13 years 6 months ago
Declarative programming of integrated peer-to-peer and Web based systems: the case of Prolog
Web and peer-to-peer systems have emerged as popular areas in distributed computing, and their integrated usage permits the benefits of both to be exploited. While much work in th...
Seng Wai Loke
PAMI
2008
190views more  PAMI 2008»
13 years 6 months ago
Scene Classification Using a Hybrid Generative/Discriminative Approach
We investigate whether dimensionality reduction using a latent generative model is beneficial for the task of weakly supervised scene classification. In detail we are given a set ...
Anna Bosch, Andrew Zisserman, Xavier Muñoz
PAMI
2008
216views more  PAMI 2008»
13 years 6 months ago
Annotating Images by Mining Image Search Results
Although it has been studied for years by the computer vision and machine learning communities, image annotation is still far from practical. In this paper, we propose a novel atte...
Xin-Jing Wang, Lei Zhang 0001, Xirong Li, Wei-Ying...