986 search results - page 38 / 198 » Zero-data Learning of New Tasks |
ICDM
2002
IEEE
15 years 2 months ago
2002
IEEE
We advocate a new learning task that deals with orders of items, and we call this the Learning from Order Examples (LOE) task. The aim of the task is to acquire the rule that is u...
WSOM
2009
Springer
15 years 4 months ago
2009
Springer
We explore generic mechanisms to introduce structural hints into the method of Unsupervised Kernel Regression (UKR) in order to learn representations of data sequences in a semi-su...
IUI
2010
ACM
15 years 4 months ago
2010
ACM
Information about the location and size of the targets that users interact with in real world settings can enable new innovations in human performance assessment and software usab...
ICMLA
2009
14 years 7 months ago
2009
This article proposes an algorithm to automatically learn useful transformations of data to improve accuracy in supervised classification tasks. These transformations take the for...
PAKDD
2011
ACM
14 years 19 days ago
2011
ACM
Discovering rare categories and classifying new instances of them is an important data mining issue in many fields, but fully supervised learning of a rare class classifier is pr...