923 search results - page 85 / 185 » Requirements for Machine Lifelong Learning |
145
Voted
ICDM
2006
IEEE
15 years 9 months ago
2006
IEEE
Kernel methods have been shown to be very effective for applications requiring the modeling of structured objects. However kernels for structures usually are too computational dem...
116
Voted
IWANN
2005
Springer
15 years 9 months ago
2005
Springer
A large class of problems requires real-time processing of complex temporal inputs in real-time. These are difficult tasks for state-of-the-art techniques, since they require captu...
127
Voted
EUROGP
2003
Springer
15 years 9 months ago
2003
Springer
Finite state transducers (FSTs) are finite state machines that map strings in a source domain into strings in a target domain. While there are many reports in the literature of ev...
128
Voted
JMLR
2008
15 years 3 months ago
2008
Classifiers favoring sparse solutions, such as support vector machines, relevance vector machines, LASSO-regression based classifiers, etc., provide competitive methods for classi...
119
Voted
TKDE
2010
15 years 2 months ago
2010
—Local classifiers are sometimes called lazy learners because they do not train a classifier until presented with a test sample. However, such methods are generally not complet...