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» A Formal Measure of Machine Intelligence
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AUSAI
2006
Springer
13 years 11 months ago
Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation
Different evaluation measures assess different characteristics of machine learning algorithms. The empirical evaluation of algorithms and classifiers is a matter of on-going debat...
Marina Sokolova, Nathalie Japkowicz, Stan Szpakowi...
EWCBR
2004
Springer
14 years 24 days ago
Exploiting Background Knowledge when Learning Similarity Measures
The definition of similarity measures—one core component of every CBR application—leads to a serious knowledge acquisition problem if domain and application specific requirem...
Thomas Gabel, Armin Stahl
COSIT
2007
Springer
126views GIS» more  COSIT 2007»
13 years 11 months ago
Evaluation of a Semantic Similarity Measure for Natural Language Spatial Relations
Consistent and flawless communication between humans and machines is the precondition for a computer to process instructions correctly. While machines use well-defined languages an...
Angela Schwering
IJCAI
2007
13 years 8 months ago
Is the Turing Test Good Enough? The Fallacy of Resource-Unbounded Intelligence
This goal of this paper is to defend the plausibility of the argument that passing the Turing test is a sufficient condition for the presence of intelligence. To this effect, we ...
Virginia Savova, Leonid Peshkin
ECAI
2010
Springer
13 years 8 months ago
Semi-Automatic Revision of Formalized Knowledge
As the amount of available ontologies and their size grow, ontology reuse gains in importance. However, the online available formalized knowledge in many cases need a revision whic...
Nadejda Nikitina