Can A Machine Replace Humans In Building Regular Expressions? A Case Study
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @Article{Bartoli:2016:ieeeIS,
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author = "Alberto Bartoli and Eric Medvet and
Andrea {De Lorenzo} and Fabiano Tarlao",
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title = "Can A Machine Replace Humans In Building Regular
Expressions? A Case Study",
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journal = "IEEE Intelligent Systems",
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year = "2016",
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volume = "31",
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number = "6",
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pages = "15--21",
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month = nov,
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keywords = "genetic algorithms, genetic programming, Buildings,
Creativity, Intelligent systems, Object recognition,
Pattern matching, Web pages",
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ISSN = "1541-1672",
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URL = "http://www.human-competitive.org/sites/default/files/bartoli-delorenzo-medvet-tarlao-text.txt",
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DOI = "doi:10.1109/MIS.2016.46",
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size = "10 pages",
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abstract = "Regular expressions are routinely used in a variety of
different application domains. Building a regular
expression involves a considerable amount of skill,
expertise and creativity. In this work we investigate
whether a machine may surrogate these qualities and
construct automatically regular expressions for tasks
of realistic complexity. We discuss a large scale
experiment involving more than 1700 users on 10
challenging tasks. We compared the solutions
constructed by these users to those constructed by a
tool based on Genetic Programming that we have recently
developed and made publicly available. The quality of
automatically-constructed solutions turned out to be
similar to the quality of those constructed by the most
skilled user group; and, the time for automatic
construction was similar to the time required by human
users.",
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notes = "Entered 2016 HUMIES University of Trieste. cited by
\cite{Bartoli:2016:GECCOcomp}. Also known as
\cite{7478431}",
- }
Genetic Programming entries for
Alberto Bartoli
Eric Medvet
Andrea De Lorenzo
Fabiano Tarlao
Citations