3818 search results - page 396 / 764 » Learning from Order Examples |
121
click to vote
NCA
2007
IEEE
15 years 3 months ago
2007
IEEE
Learning from imbalanced data occurs frequently in many machine learning applications. One positive example to thousands of negative instances is common in scientific applications...
149
click to vote
CORR
2011
Springer
14 years 7 months ago
2011
Springer
In this work, we consider a retailer selling a single product with limited on-hand inventory over a finite selling season. Customer demand arrives according to a Poisson process,...
175
click to vote
KDD
2012
ACM
13 years 6 months ago
2012
ACM
Digital storage of personal music collections and cloud-based music services (e.g. Pandora, Spotify) have fundamentally changed how music is consumed. In particular, automatically...
115
click to vote
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
We present an efficient method for maximizing energy functions with first and second order potentials, suitable for MAP labeling estimation problems that arise in undirected graph...
119
click to vote
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
—This paper proposes a novel method for data editing. The goal of data editing in instance-based learning is to remove instances from a training set in order to increase the accu...