1025 search results - page 55 / 205 » Constraint Programming for Data Mining and Machine Learning |
136
click to vote
KDD
2007
ACM
16 years 2 months ago
2007
ACM
In this paper, we introduce and study the Minimum Consistent Subset Cover (MCSC) problem. Given a finite ground set X and a constraint t, find the minimum number of consistent sub...
113
click to vote
ESANN
2007
15 years 3 months ago
2007
We apply kernel-based machine learning methods to online learning situations, and look at the related requirement of reducing the complexity of the learnt classifier. Online meth...
111
click to vote
KDD
2004
ACM
16 years 2 months ago
2004
ACM
Past empirical work has shown that learning multiple related tasks from data simultaneously can be advantageous in terms of predictive performance relative to learning these tasks...
107
click to vote
ICDM
2006
IEEE
15 years 8 months ago
2006
IEEE
In active learning, a machine learning algorithm is given an unlabeled set of examples U, and is allowed to request labels for a relatively small subset of U to use for training. ...
118
click to vote
KDD
2002
ACM
16 years 2 months ago
2002
ACM
Support vector machines (SVMs) excel at two-class discriminative learning problems. They often outperform generative classifiers, especially those that use inaccurate generative m...