3949 search results - page 302 / 790 » Machine Learning and Data Mining |
131
click to vote
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
We present a novel approach to embedding data represented by a network into a lowdimensional Euclidean space. Unlike existing methods, the proposed method attempts to minimize an ...
149
click to vote
ICML
2001
IEEE
16 years 4 months ago
2001
IEEE
We report on the successful application of feature selection methods to a classification problem in molecular biology involving only 72 data points in a 7130 dimensional space. Ou...
138
Voted
ICDM
2010
IEEE
15 years 2 months ago
2010
IEEE
Dataset shift from the training data in a source domain to the data in a target domain poses a great challenge for many statistical learning methods. Most algorithms can be viewed ...
145
Voted
ECML
2006
Springer
15 years 7 months ago
2006
Springer
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
169
click to vote
KDD
2004
ACM
16 years 4 months ago
2004
ACM
"Inside information" comes in many forms: knowledge of a corporate takeover, a terrorist attack, unexpectedly poor earnings, the FDA's acceptance of a new drug, etc...