Browsing FAS Scholarly Articles by Keyword "artificial intelligence"
Now showing items 1-3 of 3
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Automatic Categorization of Diverse Experimental Information in the Bioscience Literature
(BioMed Central, 2012)Background: Curation of information from bioscience literature into biological knowledge databases is a crucial way of capturing experimental information in a computable form. During the biocuration process, a critical ... -
Bayesian Painting by Numbers: Flexible Priors for Colour-Invariant Object Recognition
(Springer-Verlag, 2013)Generative models of images should take into account transformations of geometry and reflectance. Then, they can provide explanations of images that are factorized into intrinsic properties that are useful for subsequent ... -
Proxy tasks and subjective measures can be misleading in evaluating explainable AI systems
(ACM, 2020-03-17)Explainable artificially intelligent (XAI) systems form part of sociotechnical systems, e.g., human+AI teams tasked with making decisions. Yet, current XAI systems are rarely evaluated by measuring the performance of ...