2141 search results - page 181 / 429 » An investigation of machine learning based prediction system... |
111
Voted
CIKM
2009
Springer
15 years 7 months ago
2009
Springer
Recently there has been increasing interest in the problem of transfer learning, in which the typical assumption that training and testing data are drawn from identical distributi...
115
click to vote
ICML
2004
IEEE
15 years 6 months ago
2004
IEEE
In this work we consider the task of relaxing the i.i.d assumption in online pattern recognition (or classification), aiming to make existing learning algorithms applicable to a ...
112
click to vote
IJCAI
2003
15 years 2 months ago
2003
Ensemble methods like bagging and boosting that combine the decisions of multiple hypotheses are some of the strongest existing machine learning methods. The diversity of the memb...
108
click to vote
UMUAI
2008
15 years 19 days ago
2008
Abstract. Self-efficacy is an individual's belief about her ability to perform well in a given situation. Because selfefficacious students are effective learners, endowing int...
90
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
Inspired by co-training, many multi-view semi-supervised kernel methods implement the following idea: find a function in each of multiple Reproducing Kernel Hilbert Spaces (RKHSs)...