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129
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ILP
2005
Springer
15 years 8 months ago
A Framework for Set-Oriented Computation in Inductive Logic Programming and Its Application in Generalizing Inverse Entailment
We propose a new approach to Inductive Logic Programming that systematically exploits caching and offers a number of advantages over current systems. It avoids redundant computati...
Héctor Corrada Bravo, David Page, Raghu Ram...
145
Voted
VL
2000
IEEE
118views Visual Languages» more  VL 2000»
15 years 6 months ago
Towards Generic Rule-Based Visual Programming
This paper outlines DIAPLAN, a visual rule-based programming language and environment that is based on the computational model of graph transformation. Thanks to its genericity, D...
Berthold Hoffmann, Mark Minas
121
Voted
SMC
2007
IEEE
118views Control Systems» more  SMC 2007»
15 years 8 months ago
One-class learning with multi-objective genetic programming
One-class classification naturally only provides one class of exemplars on which to construct the classification model. In this work, multiobjective genetic programming (GP) all...
Robert Curry, Malcolm I. Heywood
91
Voted
GECCO
2004
Springer
15 years 8 months ago
Virtual Ramping of Genetic Programming Populations
Abstract. Genetic Programming often uses excessive computational resources because the population size and the maximum number of generations per run are not optimized. We have deve...
Thomas Fernandez
WCRE
2002
IEEE
15 years 7 months ago
Program Annotation in XML: A Parse-Tree Based Approach
In this paper we describe a technique that can be used to annotate source code with syntactic tags in XML format. This is achieved by modifying the parser generator bison to emit ...
James F. Power, Brian A. Malloy