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» An Approach to Programming Based on Concepts
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AICOM
2006
105views more  AICOM 2006»
14 years 11 months ago
Evolutionary concept learning in First Order Logic: An overview
This paper presents an overview of recent systems for Inductive Logic Programming (ILP). After a short description of the two popular ILP systems FOIL and Progol, we focus on meth...
Federico Divina
GECCO
2003
Springer
117views Optimization» more  GECCO 2003»
15 years 4 months ago
A Method for Handling Numerical Attributes in GA-Based Inductive Concept Learners
This paper proposes a method for dealing with numerical attributes in inductive concept learning systems based on genetic algorithms. The method uses constraints for restricting th...
Federico Divina, Maarten Keijzer, Elena Marchiori
93
Voted
SAMOS
2009
Springer
15 years 5 months ago
An Embrace-and-Extend Approach to Managing the Complexity of Future Heterogeneous Systems
Abstract. In this paper, we present a particularly lightweight, integrative approach to programming and executing applications targeting heterogeneous, dynamically reconfigurable ...
Rainer Buchty, Mario Kicherer, David Kramer, Wolfg...
CVPR
2003
IEEE
15 years 4 months ago
Graph-Theoretic Approach to Clustering and Segmentation
We develop a framework for the image segmentation problem based on a new graph-theoretic formulation of clustering. The approach is motivated by the analogies between the intuitiv...
Massimiliano Pavan, Marcello Pelillo
81
Voted
ICDAR
2009
IEEE
15 years 5 months ago
Inductive Logic Programming for Symbol Recognition
In this paper, we make an attempt to use Inductive Logic Programming (ILP) to automatically learn non trivial descriptions of symbols, based on a formal description. This work is ...
K. C. Santosh, Bart Lamiroy, Jean-Philippe Ropers