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ILP
2004
Springer
14 years 4 months ago
Improving Rule Evaluation Using Multitask Learning
Abstract. This paper introduces Deft, a new multitask learning approach for rule learning algorithms. Like other multitask learning systems, the one proposed here is able to improv...
Mark D. Reid
RR
2007
Springer
14 years 4 months ago
A Rule-Based Approach for Reasoning About Collaboration Between Smart Web Services
We present a vision of smart, goal-oriented web services that reason about other services’ policies and evaluate the possibility of future interactions. We assume web services wh...
Marco Alberti, Federico Chesani, Marco Gavanelli, ...
PPDP
2010
Springer
13 years 8 months ago
Semantics-preserving translations between linear concurrent constraint programming and constraint handling rules
The Constraint Simplification Rules (CSR) subset of CHR and the flat subset of LCC, where agent nesting is restricted, are very close syntactically and semantically. The first con...
Thierry Martinez
DLOG
2001
14 years 5 days ago
TBoxes do not Yield a Compact Representation of Least Common Subsumers
For Description Logics with existential restrictions, the size of the least common subsumer (lcs) of concept descriptions may grow exponentially in the size of the input descripti...
Franz Baader, Anni-Yasmin Turhan
IEAAIE
2004
Springer
14 years 4 months ago
Incremental Induction of Classification Rules for Cultural Heritage Documents
This work presents the application of a first-order logic incremental learning system, INTHELEX, to learn rules for the automatic identification of a wide range of significant docu...
Teresa Maria Altomare Basile, Stefano Ferilli, Nic...