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» A Formal Measure of Machine Intelligence
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AUSAI
2006
Springer
15 years 1 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
15 years 3 months 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»
15 years 1 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
14 years 11 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
14 years 10 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