Sciweavers

1854 search results - page 124 / 371
» On Kernel Methods for Relational Learning
Sort
View
ICDM
2007
IEEE
187views Data Mining» more  ICDM 2007»
15 years 9 months ago
A Comparative Study of Methods for Transductive Transfer Learning
The problem of transfer learning, where information gained in one learning task is used to improve performance in another related task, is an important new area of research. While...
Andrew Arnold, Ramesh Nallapati, William W. Cohen
154
Voted
JAIR
2011
134views more  JAIR 2011»
14 years 10 months ago
Scaling up Heuristic Planning with Relational Decision Trees
Current evaluation functions for heuristic planning are expensive to compute. In numerous planning problems these functions provide good guidance to the solution, so they are wort...
Tomás de la Rosa, Sergio Jiménez, Ra...
99
Voted
IADIS
2004
15 years 4 months ago
Students Text-Production Methods when Learning with the Internet
The increasing use of multimedia in education makes text-production with computers important for students. What kind of role does the Internet play here as an external source of i...
Burkhard Priemer, Maria Ploog
EMNLP
2010
15 years 1 months ago
A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web
Although many algorithms have been developed to harvest lexical resources, few organize the mined terms into taxonomies. We propose (1) a semi-supervised algorithm that uses a roo...
Zornitsa Kozareva, Eduard H. Hovy
ML
2011
ACM
308views Machine Learning» more  ML 2011»
14 years 9 months ago
Relational information gain
Abstract. Type Extension Trees (TET) have been recently introduced as an expressive representation language allowing to encode complex combinatorial features of relational entities...
Marco Lippi, Manfred Jaeger, Paolo Frasconi, Andre...