1405 search results - page 148 / 281 » Anytime Algorithm for Feature Selection |
135
click to vote
GECCO
2008
Springer
15 years 3 months ago
2008
Springer
Selective sampling is a form of active learning which can reduce the cost of training by only drawing informative data points into the training set. This selected training set is ...
122
Voted
CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
Class syntax can be used to 1) model temporal or locational evolvement of class labels of feature observation sequences, 2) correct classification errors of static classifiers if ...
112
Voted
ICPR
2008
IEEE
16 years 3 months ago
2008
IEEE
Two major challenges in collaborative filtering are the efficiency of the algorithms and the quality of the recommendations. A variety of machine learning methods have been applie...
103
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
We present a discrete spectral framework for the sparse or cardinality-constrained solution of a generalized Rayleigh quotient. This NPhard combinatorial optimization problem is c...
111
Voted
CSCW
2006
ACM
15 years 8 months ago
2006
ACM
A tagging community’s vocabulary of tags forms the basis for social navigation and shared expression. We present a user-centric model of vocabulary evolution in tagging communit...