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HIS
2008
15 years 8 months ago
Artificial Data Sets Based on Knowledge Generators: Analysis of Learning Algorithms Efficiency
This paper proposes a methodology to generate artificial data sets to evaluate the behavior of machine learning techniques. The methodology relies in the definition of a domain an...
Joaquin Rios-Boutin, Albert Orriols-Puig, Josep Ma...
LREC
2008
112views Education» more  LREC 2008»
15 years 7 months ago
Can we Evaluate the Quality of Generated Text?
Evaluating the output of NLG systems is notoriously difficult, and performing assessments of text quality even more so. A range of automated and subject-based approaches to the ev...
David Hardcastle, Donia Scott
CORR
2008
Springer
80views Education» more  CORR 2008»
15 years 6 months ago
Multi-Layer Perceptrons and Symbolic Data
In some real world situations, linear models are not sufficient to represent accurately complex relations between input variables and output variables of a studied system. Multila...
Fabrice Rossi, Brieuc Conan-Guez
NN
2006
Springer
100views Neural Networks» more  NN 2006»
15 years 6 months ago
Neural voting machines
In theories of cognition that view the mind as a system of interacting agents, there must be mechanisms for aggregate decision-making, such as voting. Here we show that certain vo...
Whitman Richards, H. Sebastian Seung, Galen Pickar...
INFSOF
2007
81views more  INFSOF 2007»
15 years 6 months ago
An infrastructure to support interoperability in reverse engineering
An infrastructure is a set of interconnected structural elements, such as tools and schemas, that provide a framework for supporting an entire structure. The reverse engineering c...
Nicholas A. Kraft, Brian A. Malloy, James F. Power