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» Set-based model: a new approach for information retrieval
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SIGDOC
2005
ACM
14 years 2 months ago
Metadata based authoring for technical documentation
The creation process of technical documentation is an expensive and time-consuming task especially for complex products. To make this process more cost-efficient computerized supp...
Ingo Stock, Michael Weber, Eckhard Steinmeier
CIKM
2003
Springer
14 years 2 months ago
Online duplicate document detection: signature reliability in a dynamic retrieval environment
As online document collections continue to expand, both on the Web and in proprietary environments, the need for duplicate detection becomes more critical. Few users wish to retri...
Jack G. Conrad, Xi S. Guo, Cindy P. Schriber
MM
2004
ACM
154views Multimedia» more  MM 2004»
14 years 2 months ago
PLSA-based image auto-annotation: constraining the latent space
We address the problem of unsupervised image auto-annotation with probabilistic latent space models. Unlike most previous works, which build latent space representations assuming ...
Florent Monay, Daniel Gatica-Perez
CIKM
2011
Springer
12 years 9 months ago
Factorization-based lossless compression of inverted indices
Many large-scale Web applications that require ranked top-k retrieval are implemented using inverted indices. An inverted index represents a sparse term-document matrix, where non...
George Beskales, Marcus Fontoura, Maxim Gurevich, ...
CIKM
2010
Springer
13 years 7 months ago
Decomposing background topics from keywords by principal component pursuit
Low-dimensional topic models have been proven very useful for modeling a large corpus of documents that share a relatively small number of topics. Dimensionality reduction tools s...
Kerui Min, Zhengdong Zhang, John Wright, Yi Ma