722 search results - page 51 / 145 » Learning from Relevant Tasks Only |
87
Voted
KES
2007
Springer
15 years 6 months ago
2007
Springer
Bayesian Networks are proven to be a comprehensive model to describe causal relationships among domain attributes with probabilistic measure of conditional dependency. However, dep...
118
Voted
ECIR
1998
Springer
15 years 1 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...
90
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
To address the problem of algorithm selection for the classification task, we equip a relational case base with new similarity measures that are able to cope with multirelational ...
132
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ICIP
2003
IEEE
16 years 2 months ago
2003
IEEE
For effective retrieval of visual information, statistical learning plays a pivotal role. Statistical learning in such a context faces at least two major mathematical challenges: ...
139
Voted
SIGIR
2011
ACM
14 years 3 months ago
2011
ACM
Test collections are the primary drivers of progress in information retrieval. They provide a yardstick for assessing the effectiveness of ranking functions in an automatic, rapi...