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ML
2011
ACM
179views Machine Learning» more  ML 2011»
14 years 9 months ago
Neural networks for relational learning: an experimental comparison
In the last decade, connectionist models have been proposed that can process structured information directly. These methods, which are based on the use of graphs for the representa...
Werner Uwents, Gabriele Monfardini, Hendrik Blocke...
132
Voted
TIT
2010
121views Education» more  TIT 2010»
14 years 9 months ago
Mismatched estimation and relative entropy
A random variable with distribution P is observed in Gaussian noise and is estimated by a minimum meansquare estimator that assumes that the distribution is Q. This paper shows tha...
Sergio Verdú
101
Voted
ICPR
2008
IEEE
16 years 3 months ago
Robust tracking of spatial related components
This paper introduces a hierarchical approach for multicomponent tracking, where the object-to-be-tracked is modeled as a group of spatial related parts. We propose to use a robus...
Horst Bischof, Michael Donoser, Thomas Mauthner
119
Voted
IJCNLP
2004
Springer
15 years 8 months ago
Causal Relation Extraction Using Cue Phrase and Lexical Pair Probabilities
This work aims to extract causal relations that exist between two events expressed by noun phrases or sentences. The previous works for the causality made use of causal patterns su...
Du-Seong Chang, Key-Sun Choi
159
Voted
ICSM
1996
IEEE
15 years 6 months ago
A Design Environment for Migrating Relational to Object Oriented Database Systems
: Object-oriented technology has become mature enough to satisfy many new requirements coming from areas like computer-aided design (CAD), computer-integrated manufacturing (CIM), ...
Jens H. Jahnke, Wilhelm Schäfer, Albert Z&uum...