743 search results - page 55 / 149 » Solving the Multiple-Instance Problem: A Lazy Learning Appro... |
AIED
2005
Springer
14 years 2 months ago
2005
Springer
Today's computer supported modelling environments could provide much more information about the users’ actions and problem solving processes than they usually store for late...
CIKM
2008
Springer
13 years 11 months ago
2008
Springer
Ontology learning is an important task in Artificial Intelligence, Semantic Web and Text Mining. This paper presents a novel framework for, and solutions to, three practical probl...
HIS
2007
13 years 10 months ago
2007
—Machine learning is inherently a multiobjective task. Traditionally, however, either only one of the objectives is adopted as the cost function or multiple objectives are aggreg...
PRL
2011
13 years 3 months ago
2011
In some real world applications, such as spectrometry, functional models achieve better predictive performances if they work on the derivatives of order m of their inputs rather t...
AAAI
2012
11 years 11 months ago
2012
To solve the sparsity problem in collaborative filtering, researchers have introduced transfer learning as a viable approach to make use of auxiliary data. Most previous transfer...