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ILP
2007
Springer
15 years 7 months ago
Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming
Stochastically searching the space of candidate clauses is an appealing way to scale up ILP to large datasets. We address an approach that uses a Bayesian network model to adaptive...
Louis Oliphant, Jude W. Shavlik
DBISP2P
2003
Springer
76views Database» more  DBISP2P 2003»
15 years 6 months ago
Trust-Aware Delivery of Composite Goods
Abstract. The vast majority of the interactions in typical online communities nowadays is between complete strangers. In such settings reputation reporting and trust management mod...
Magdalena Punceva, Karl Aberer
115
Voted
ACL
2008
15 years 2 months ago
Bayesian Learning of Non-Compositional Phrases with Synchronous Parsing
We combine the strengths of Bayesian modeling and synchronous grammar in unsupervised learning of basic translation phrase pairs. The structured space of a synchronous grammar is ...
Hao Zhang, Chris Quirk, Robert C. Moore, Daniel Gi...
101
Voted
ESWS
2008
Springer
15 years 1 months ago
Semantic Annotation and Composition of Business Processes with Maestro
Abstract. One of the main problems when creating execution-level process models is finding implementations for process activities. Carrying out this activity manually can be time ...
Matthias Born, Jörg Hoffmann, Tomasz Kaczmare...
120
Voted
ICECCS
2010
IEEE
162views Hardware» more  ICECCS 2010»
15 years 1 months ago
A Tile-Based Approach for Self-Assembling Service Compositions
—This paper presents a novel approach to the design of self-adaptive service-oriented applications based on a new model called service tiles. The approach allows designers to dev...
Luca Cavallaro, Elisabetta Di Nitto, Carlo A. Furi...