1044 search results - page 21 / 209 » An Active Learning Approach to Finding Related Terms |
IIR
2010
14 years 11 months ago
2010
Given a classifier trained on relatively few training examples, active learning (AL) consists in ranking a set of unlabeled examples in terms of how informative they would be, if ...
SIGIR
2008
ACM
14 years 9 months ago
2008
ACM
Collaborative Filtering (CF) requires user-rated training examples for statistical inference about the preferences of new users. Active learning strategies identify the most infor...
ICALT
2007
IEEE
14 years 11 months ago
2007
IEEE
Semantic web is an emerging paradigm that has great potential for the management of web content in a meaningful manner. With more and more semantic information appended to web, th...
CSEE
2009
Springer
15 years 4 months ago
2009
Springer
The wicked nature of software architecture calls for educational methodologies that deviate from the traditional active lecturer-passive student relation. In this paper we present...
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NCA
2006
IEEE
14 years 9 months ago
2006
IEEE
The use of multilayer perceptrons (MLP) with threshold functions (binary step function activations) greatly reduces the complexity of the hardware implementation of neural networks...