Enhanced Confidence Interpretations of GP Based Ensemble Modeling Results

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@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