Risk Evaluation using Evolvable Discriminate Function

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

@InProceedings{werner:2003:PKDD,
  author =       "James Cunha Werner and Tatiana Kalganova",
  title =        "Risk Evaluation using Evolvable Discriminate
                 Function",
  booktitle =    "The {ECML/PKDD-2003} Discovery Challenge Workshop",
  year =         "2003",
  editor =       "Petr Berka",
  pages =        "120--134",
  address =      "Cavtat-Dubrovnik, Croatia",
  month =        sep # " 23",
  keywords =     "genetic algorithms, genetic programming, medical
                 diagnostic",
  URL =          "http://www.geocities.com/jamwer2002/arte1.pdf",
  size =         "12 pages",
  abstract =     "This essay proposes a new approach to risk evaluation
                 using disease mathematical modelling. The mathematical
                 model is an algebraic equation of the available
                 database attributes and is used to evaluate the patient
                 condition. If its value is greater than zero it means
                 that the patient is ill (or in risk condition),
                 otherwise healthy. In practice risk evaluation has been
                 a very difficult problem mainly due its sporadic
                 behaviour (suddenly, the patient has a stroke, etc as a
                 condition aggravation) and its database representation.
                 The database contains, under the label of risk patient
                 data, information of the patient condition that
                 sometimes is in risk condition and sometimes is not,
                 introducing errors in the algorithm training. The study
                 was applied to Atherosclerosis database from Discovery
                 Challenge 2003 - ECML/PKDD 2003 workshop.",
  notes =        "http://lisp.vse.cz/challenge/ecmlpkdd2003/chall2003.htm

                 14th European Conference on Machine Learning and 7th
                 European Conference on Principles and Practice of
                 Knowledge Discovery in Databases ECML/PKDD-2003",
}

Genetic Programming entries for James Cunha Werner Tatiana Kalganova

Citations