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» Can Machines Learn Logics
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101
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ICML
2008
IEEE
16 years 1 months ago
Discriminative structure and parameter learning for Markov logic networks
Tuyen N. Huynh, Raymond J. Mooney
113
Voted
ILP
2007
Springer
15 years 6 months ago
Beyond Prediction: Directions for Probabilistic and Relational Learning
Research over the past several decades in learning logical and probabilistic models has greatly increased the range of phenomena that machine learning can address. Recent work has ...
David D. Jensen
107
Voted
DLOG
1998
15 years 2 months ago
Learning Composite Concepts
This paper proposes a framework to learn concepts from di erent kinds of observations. We de ne a language to describe meta-concepts, that represent the sets of possible concepts ...
Patrick Lambrix, Pierpaolo Larocchia
COLT
1992
Springer
15 years 4 months ago
PAC-Learnability of Determinate Logic Programs
Saso Dzeroski, Stephen Muggleton, Stuart J. Russel...
90
Voted
SWAP
2008
15 years 2 months ago
Learning SHIQ+log Rules for Ontology Evolution
The definition of new concepts or roles for which extensional knowledge become available can turn out to be necessary to make a DL ontology evolve. In this paper we reformulate thi...
Francesca A. Lisi, Floriana Esposito