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Maaroof et al., 2020 - Google Patents

Guided-LORE: Improving LORE with a Focused Search of Neighbours

Maaroof et al., 2020

Document ID
17337599292661096437
Author
Maaroof N
Moreno A
Valls A
Jabreel M
Publication year
Publication venue
International Workshop on the Foundations of Trustworthy AI Integrating Learning, Optimization and Reasoning

External Links

Snippet

In the last years many Machine Learning-based systems have achieved an extraordinary performance in a wide range of fields, especially Natural Language Processing and Computer Vision. The construction of appropriate and meaningful explanations for the …
Continue reading at link.springer.com (other versions)

Classifications

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    • G06N5/02—Knowledge representation
    • G06N5/022—Knowledge engineering, knowledge acquisition
    • G06N5/025—Extracting rules from data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N99/00—Subject matter not provided for in other groups of this subclass
    • G06N99/005—Learning machines, i.e. computer in which a programme is changed according to experience gained by the machine itself during a complete run
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    • G06—COMPUTING; CALCULATING; COUNTING
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    • G06Q10/00—Administration; Management

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