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JMLR
2012
13 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,...
67
Voted
EMNLP
2009
14 years 9 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
84
Voted
KES
2004
Springer
15 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
15 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
14 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...