23 search results - page 2 / 5 » Multi-Relational Data Mining, Using UML for ILP |
PKDD
2007
Springer
13 years 11 months ago
2007
Springer
This paper presents a novel method for multi-relational classification via an aggregation-based Inductive Logic Programming (ILP) approach. We extend the classical ILP representati...
ILP
2003
Springer
13 years 10 months ago
2003
Springer
Propositionalization has already been shown to be a particularly promising approach for robustly and effectively handling relational data sets for knowledge discovery. In this pap...
KAIS
2006
13 years 5 months ago
2006
Generating captions or annotations automatically for still images is a challenging task. Traditionally, techniques involving higher-level (semantic) object detection and complex f...
ICML
2004
IEEE
14 years 6 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...
EDOC
2011
IEEE
12 years 5 months ago
2011
IEEE
—In this paper, we present a UML metamodel-based approach for creating and executing workflow models. The modeling language is introduced through its abstract syntax, and an eval...