171 search results - page 4 / 35 » Can We Get A Better Retrieval Function From Machine |
160
Voted
BMCBI
2008
15 years 3 months ago
2008
Background: Machine-learning tools have gained considerable attention during the last few years for analyzing biological networks for protein function prediction. Kernel methods a...
122
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
When given a small sample, we show that classification with SVM can be considerably enhanced by using a kernel function learned from the training data prior to discrimination. Thi...
193
Voted
DLIB
2002
15 years 3 months ago
2002
In this article we present a method for retrieving documents from a digital library through a visual interface based on automatically generated concepts. We used a vocabulary gene...
149
Voted
KES
2008
Springer
15 years 3 months ago
2008
Springer
Abstract. This work proposes a family of language-independent semantic kernel functions defined for individuals in an ontology. This allows exploiting wellfounded kernel methods fo...
135
Voted
SIGIR
2010
ACM
15 years 7 months ago
2010
ACM
Interleaving experiments are an attractive methodology for evaluating retrieval functions through implicit feedback. Designed as a blind and unbiased test for eliciting a preferen...