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Evaluation in artificial intelligence: From task-oriented to ability-oriented measurement

José Hernández-Orallo (Springer Verlag (Germany), 2016-08-19)

The evaluation of artificial intelligence systems and components is crucial for the progress of the discipline. In this paper we describe and critically assess the different ways AI systems are evaluated, and the role ...
On potential cognitive abilities in the machine kingdom

Hernández-Orallo, José; Dowe, David L. (Springer Verlag (Germany), 2013-05)

Animals, including humans, are usually judged on what they could become, rather than what they are. Many physical and cognitive abilities in the ‘animal kingdom’ are only acquired (to a given degree) when the subject reaches ...
Universal psychometrics: measuring cognitive abilities in the machine kingdom

Hernández Orallo, José; Dowe, David L.; Hernández Lloreda, M. Victoria (Elsevier, 2014-03)

We present and develop the notion of ‘universal psychometrics’ as a subject of study, and eventually a discipline, that focusses on the measurement of cognitive abilities for the machine kingdom, which comprises any ...

Mostrando ítems 1-3 de 3