1837 search results - page 229 / 368 » Learning From Ambiguous Examples |
150
click to vote
KDD
2007
ACM
16 years 5 months ago
2007
ACM
In many practical applications, one is interested in generating a ranked list of items using information mined from continuous streams of data. For example, in the context of comp...
145
click to vote
ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
We propose a novel ensemble learning algorithm called Triskel, which has two interesting features. First, Triskel learns an ensemble of classifiers, each biased to have high preci...
134
click to vote
ICWL
2007
Springer
15 years 11 months ago
2007
Springer
Abstract. There is little doubt that intelligent and adaptive educational technologies are capable of providing personalized learning experiences and improving learning success. Cu...
166
click to vote
ISDA
2010
IEEE
15 years 3 months ago
2010
IEEE
Real life datasets often suffer from the problem of class imbalance, which thwarts supervised learning process. In such data sets examples of positive (minority) class are signific...
157
Voted
KDD
2009
ACM
15 years 9 months ago
2009
ACM
Overall performance of the data mining process depends not just on the value of the induced knowledge but also on various costs of the process itself such as the cost of acquiring...