An evolutionary approach to feature function generation in application to biomedical image patterns
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @InProceedings{DBLP:conf/gecco/GuoB09,
-
author = "Pei Fang Guo and Prabir Bhattacharya",
-
title = "An evolutionary approach to feature function
generation in application to biomedical image
patterns",
-
booktitle = "GECCO '09: Proceedings of the 11th Annual conference
on Genetic and evolutionary computation",
-
year = "2009",
-
editor = "Guenther Raidl and Franz Rothlauf and
Giovanni Squillero and Rolf Drechsler and Thomas Stuetzle and
Mauro Birattari and Clare Bates Congdon and
Martin Middendorf and Christian Blum and Carlos Cotta and
Peter Bosman and Joern Grahl and Joshua Knowles and
David Corne and Hans-Georg Beyer and Ken Stanley and
Julian F. Miller and Jano {van Hemert} and
Tom Lenaerts and Marc Ebner and Jaume Bacardit and
Michael O'Neill and Massimiliano {Di Penta} and Benjamin Doerr and
Thomas Jansen and Riccardo Poli and Enrique Alba",
-
pages = "1883--1884",
-
address = "Montreal",
-
publisher = "ACM",
-
publisher_address = "New York, NY, USA",
-
month = "8-12 " # jul,
-
organisation = "SigEvo",
-
keywords = "genetic algorithms, genetic programming, Poster",
-
isbn13 = "978-1-60558-325-9",
-
bibsource = "DBLP, http://dblp.uni-trier.de",
-
DOI = "doi:10.1145/1569901.1570216",
-
abstract = "A mechanism involving evolutionary genetic programming
(GP) and the expectation maximization algorithm (EM) is
proposed to generate feature functions, based on the
primitive features, for an image pattern recognition
system on the diagnosis of the disease OPMD.
Experiments show that the propose algorithm achieves an
average performance of 90.20percent recognition rate on
diagnosis, while reducing the number of feature
dimensions from 11 primitive features to the space of a
single generated feature.",
-
notes = "Oculopharyngeal Muscular Dystrophy, CellDB grayscale
images, histogram region of interest by thresholds
(HROIT).
GECCO-2009 A joint meeting of the eighteenth
international conference on genetic algorithms
(ICGA-2009) and the fourteenth annual genetic
programming conference (GP-2009).
ACM Order Number 910092.",
- }
Genetic Programming entries for
Pei Fang Guo
Prabir Bhattacharya
Citations