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EWCBR
2006
Springer
15 years 7 months ago
Complexity Profiling for Informed Case-Base Editing
Abstract. The contents of the case knowledge container is critical to the performance of case-based classification systems. However the knowledge engineer is given little support i...
Stewart Massie, Susan Craw, Nirmalie Wiratunga
118
Voted
SEBD
2007
114views Database» more  SEBD 2007»
15 years 4 months ago
A New Type of Metadata for Querying Data Integration Systems
Research on data integration has provided languages and systems able to guarantee an integrated intensional representation of a given set of data sources. A significant limitation...
Sonia Bergamaschi, Francesco Guerra, Mirko Orsini,...
DKE
2006
99views more  DKE 2006»
15 years 3 months ago
How to act on inconsistent news: Ignore, resolve, or reject
Inconsistencies frequently occur in news about the real-world. Some of these inconsistencies may be more significant than others, and some news may contain more inconsistencies th...
Anthony Hunter
JMLR
2006
112views more  JMLR 2006»
15 years 3 months ago
Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting
We develop kernels for measuring the similarity between relational instances using background knowledge expressed in first-order logic. The method allows us to bridge the gap betw...
Andrea Passerini, Paolo Frasconi, Luc De Raedt
ML
2006
ACM
131views Machine Learning» more  ML 2006»
15 years 3 months ago
Markov logic networks
We propose a simple approach to combining first-order logic and probabilistic graphical models in a single representation. A Markov logic network (MLN) is a first-order knowledge b...
Matthew Richardson, Pedro Domingos