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ILP
2007
Springer
16 years 3 days ago
Learning with Kernels and Logical Representations
In this chapter, we describe a view of statistical learning in the inductive logic programming setting based on kernel methods. The relational representation of data and background...
Paolo Frasconi
SEFM
2005
IEEE
15 years 11 months ago
Safe Concurrency for Aggregate Objects with Invariants
Developing safe multithreaded software systems is difficult due to the potential unwanted interference among concurrent threads. This paper presents a flexible methodology for o...
Bart Jacobs 0002, Frank Piessens, K. Rustan M. Lei...
ECAI
2004
Springer
15 years 11 months ago
Agent Planning, Negotiation and Control of Operation
Abstract. This paper presents a framework that integrates three aspects of agency: planning, for proactive behaviour, negotiation, for social behaviour and resource achievement, an...
Antonis C. Kakas, Paolo Torroni, Neophytos Demetri...
IEAAIE
2004
Springer
15 years 11 months ago
An Algorithm for Incremental Mode Induction
Learning systems have been devised as a way of overcoming the knowledge acquisition bottleneck in the development of knowledge-based systems. They often cast learning to a search p...
Nicola Di Mauro, Floriana Esposito, Stefano Ferill...
LPNMR
2004
Springer
15 years 11 months ago
Probabilistic Reasoning With Answer Sets
This paper develops a declarative language, P-log, that combines logical and probabilistic arguments in its reasoning. Answer Set Prolog is used as the logical foundation, while c...
Chitta Baral, Michael Gelfond, J. Nelson Rushton