2161 search results - page 175 / 433 » Learning to classify e-mail |
158
click to vote
CIKM
2008
Springer
15 years 8 months ago
2008
Springer
This paper points out that many machine learning problems in IR should be and can be formalized in a novel way, referred to as `group-based learning'. In group-based learning...
160
click to vote
ICML
2002
IEEE
16 years 7 months ago
2002
IEEE
Multi-view algorithms reduce the amount of required training data by partitioning the domain features into separate subsets or views that are sufficient to learn the target concep...
186
click to vote
ICALT
2006
IEEE
16 years 15 days ago
2006
IEEE
All books entitled “Learn … with 1000 exercises” have in common the same basic principle. They aim to supply enough material to students so that they may better understand t...
207
click to vote
ISCIS
2005
Springer
15 years 12 months ago
2005
Springer
Support Vector Machines (SVMs) have been applied to solve the classification of volatile organic compounds (VOC) data in some recent studies. SVMs provide good generalization perfo...
179
click to vote
HIS
2004
15 years 7 months ago
2004
Boosting is a general method for improving the accuracy of a learning algorithm. AdaBoost, short form for Adaptive Boosting method, consists of repeated use of a weak or a base le...