Intensional Encapsulations of Database Subsets by Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@TechReport{AcarM05tr,
  author =       "Aybar C. Acar and Amihai Motro",
  title =        "Intensional Encapsulations of Database Subsets by
                 Genetic Programming",
  institution =  "Information and Software Engineering Department, The
                 Volgenau School of Information Technology and
                 Engineering, George Mason University",
  year =         "2005",
  number =       "ISE-TR-05-01",
  month =        feb,
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://ise.gmu.edu/techrep/2005/05_01.pdf",
  abstract =     "Finding intensional encapsulations of database subsets
                 is the inverse of query evaluation. Whereas query
                 evaluation transforms an intensional expression (the
                 query) to its extension (a set of data values),
                 intensional encapsulation assigns an intensional
                 expression to a given set of data values. We describe a
                 method for deriving intensional representations of
                 subsets of records in large database tables. Our method
                 is based on the paradigm of genetic programming. It is
                 shown to achieve high accuracy and maintain compact
                 expression size, while requiring cost that is
                 acceptable to all applications, but those that require
                 instantaneous results. Intensional encapsulation has a
                 broad range of applications including cooperative
                 answering, information integration, security and data
                 mining.",
  notes =        "See \cite{conf/dexa/AcarM05}",
  size =         "17 pages",
}

Genetic Programming entries for Aybar C Acar Amihai (Ami) Motro

Citations