Enhanced Confidence Interpretations of GP Based Ensemble Modeling Results

Created by W.Langdon from gp-bibliography.bib Revision:1.3949

@InProceedings{Affenzeller:2012:EMSS,
  author =       "Michael Affenzeller and Stephan M. Winkler and 
                 Stefan Forstenlechner and Gabriel Kronberger and 
                 Michael Kommenda and Stefan Wagner and Herbert Stekel",
  title =        "Enhanced Confidence Interpretations of GP Based
                 Ensemble Modeling Results",
  booktitle =    "The 24th European Modeling and Simulation Symposium,
                 EMSS 2012",
  year =         "2012",
  editor =       "Emilio Jimenez and Boris Sokolov",
  pages =        "340--345",
  address =      "Vienna, Austria",
  month =        sep # ", 19-21",
  keywords =     "genetic algorithms, genetic programming, data mining,
                 ensemble modelling, medical data analysis",
  URL =          "http://research.fh-ooe.at/en/publication/2935",
  URL =          "http://research.fh-ooe.at/files/publications/2935_EMSS_2012_Affenzeller.pdf",
  size =         "6 pages",
  abstract =     "In this paper we describe the integration of ensemble
                 modelling into genetic programming based classification
                 and discuss concepts how to use genetic programming
                 specific features for achieving new confidence
                 indicators that estimate the trustworthiness of
                 predictions. These new concepts are tested on a real
                 world dataset from the field of medical diagnosis for
                 cancer prediction where the trustworthiness of modeling
                 results is of highest importance",
  notes =        "EMSS_76 http://www.msc-les.org/conf/emss2012/index.htm
                 http://www.m-s-net.org/conf/i3m2012_program.pdf
                 University of Applied Sciences Upper Austria; General
                 Hospital Linz Central Laboratory - Austria",
}

Genetic Programming entries for Michael Affenzeller Stephan M Winkler Stefan Forstenlechner Gabriel Kronberger Michael Kommenda Stefan Wagner Herbert Stekel

Citations