3976 search results - page 413 / 796 » Machine Learning in User Modeling |
183
click to vote
ECML
2004
Springer
16 years 6 days ago
2004
Springer
One approach to improve the accuracy of classifications based on generative models is to combine them with successful discriminative algorithms. Fisher kernels were developed to c...
164
click to vote
ICMLA
2009
15 years 4 months ago
2009
In this paper, we present new probabilistic models for identifying bird species from audio recordings. We introduce the independent syllable model and consider two ways of aggregat...
139
click to vote
KDD
2010
ACM
15 years 10 months ago
2010
ACM
Existing cost-sensitive learning methods work with unequal misclassification cost that is given by domain knowledge and appears as precise values. In many real-world applications,...
232
click to vote
AIR
2006
15 years 6 months ago
2006
Abstract. An over-zealous machine learner can automatically generate large, intricate, theories which can be hard to understand. However, such intricate learning is not necessary i...
191
click to vote
ROMAN
2007
IEEE
16 years 1 months ago
2007
IEEE
—This paper proposes a novel method of learning a users preferred reward modalities for human-robot interaction through solving a cooperative training task. A learning algorithm ...