1854 search results - page 207 / 371 » On Kernel Methods for Relational Learning |
146
click to vote
HIPC
2003
Springer
15 years 8 months ago
2003
Springer
High performance computers currently under construction, such as IBM’s Blue Gene/L, consisting of large numbers (64K) of low cost processing elements with relatively small local...
132
Voted
ICDM
2009
IEEE
15 years 1 months ago
2009
IEEE
Multi-task learning refers to the learning problem of performing inference by jointly considering multiple related tasks. There have already been many research efforts on supervise...
127
Voted
RECOMB
2010
Springer
15 years 5 months ago
2010
Springer
In this work we consider an inference task that biologists are very good at: deciphering biological processes by bringing together knowledge that has been obtained by experiments u...
118
click to vote
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Inductive learning of first-order theory based on examples has serious bottleneck in the enormous hypothesis search space needed, making existing learning approaches perform poorl...
113
Voted
ICML
2000
IEEE
16 years 4 months ago
2000
IEEE
This paper investigates how the splitting criteria and pruning methods of decision tree learning algorithms are influenced by misclassification costs or changes to the class distr...