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JMLR
2012
12 years 1 months ago
Age-Layered Expectation Maximization for Parameter Learning in Bayesian Networks
The expectation maximization (EM) algorithm is a popular algorithm for parameter estimation in models with hidden variables. However, the algorithm has several non-trivial limitat...
Avneesh Singh Saluja, Priya Krishnan Sundararajan,...
EMNLP
2009
13 years 8 months ago
Geo-mining: Discovery of Road and Transport Networks Using Directional Patterns
One of the most desired information types when planning a trip to some place is the knowledge of transport, roads and geographical connectedness of prominent sites in this place. ...
Dmitry Davidov, Ari Rappoport
KES
2004
Springer
14 years 4 months ago
Commonsense Reasoning in and Over Natural Language
ConceptNet is a very large semantic network of commonsense knowledge suitable for making various kinds of practical inferences over text. ConceptNet captures a wide range of common...
Hugo Liu, Push Singh
CAISE
2004
Springer
14 years 2 months ago
Perspectives on the scope and definition process of the Unified Enterprise Modelling Language
Interoperability of Enterprise Applications is a serious and multi-facetted problem. One of the tasks of the recently-started INTEROP Network of Excellence is to address this probl...
Michaël Petit, Patrick Heymans
ICISS
2010
Springer
13 years 9 months ago
A Practical Generic Privacy Language
Abstract. We present a declarative language with a formal semantics for specifying both users' privacy preferences and services' privacy policies. Expressiveness and appl...
Moritz Y. Becker, Alexander Malkis, Laurent Bussar...