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172
Voted
IADIS
2003
15 years 7 months ago
2003
Digital libraries are more and more available on the web. However, retrieving information in these libraries is not easy because of sources heterogeneity and distribution. Thus, w...
137
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SDM
2004
SIAM
15 years 7 months ago
2004
SIAM
We present a novel probabilistic multiple cause model for binary observations. In contrast to other approaches, the model is linear and it infers reasons behind both observed and ...
181
Voted
NIPS
2003
15 years 7 months ago
2003
This paper presents a method for learning a distance metric from relative comparison such as “A is closer to B than A is to C”. Taking a Support Vector Machine (SVM) approach,...
170
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ECIR
1998
Springer
15 years 7 months ago
1998
Springer
We present in this paper a combination of Machine Learning based Information Retrieval (IR) techniques and stochastic language modelling in a hierarchical system that extracts sur...
182
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SYRCODIS
2007
15 years 7 months ago
2007
The information is at the present time often saved and available in electronic form. With still increasing quantity of accessible, most frequently text information, the need of or...