Coevolutionary Construction of Features for Transformation of Representation in Machine Learning
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{bhanu:2002:GECCO:workshop,
-
title = "Coevolutionary Construction of Features for
Transformation of Representation in Machine Learning",
-
author = "Bir Bhanu and Krzysztof Krawiec",
-
pages = "249--254",
-
booktitle = "{GECCO 2002}: Proceedings of the Bird of a Feather
Workshops, Genetic and Evolutionary Computation
Conference",
-
editor = "Alwyn M. Barry",
-
year = "2002",
-
month = "8 " # jul,
-
publisher = "AAAI",
-
address = "New York",
-
publisher_address = "445 Burgess Drive, Menlo Park, CA 94025",
-
keywords = "genetic algorithms, genetic programming",
-
broken = "http://www-idss.cs.put.poznan.pl/~krawiec/./pubs/gecco2002.pdf",
-
broken = "http://citeseer.ist.psu.edu/509773.html",
-
URL = "https://www.researchgate.net/publication/2496301",
-
size = "6 pages",
-
abstract = "The main objective of this paper is to study the
usefulness of cooperative coevolutionary algorithms
(CCA) for improving the performance of classification
of machine learning (ML) classifiers, in particular
those following the symbolic paradigm. For this
purpose, we present a genetic programming (GP) -based
coevolutionary feature construction procedure. In the
experimental part, we confront the coevolutionary
methodology with difficult real-world ML task with
unknown internal structure and complex
interrelationships between solution subcomponents
(features), as opposed to artificial problems
considered usually in the literature.",
-
notes = "also known as \cite{BhanuKrawiec02}
Bird-of-a-feather Workshops, GECCO-2002. A joint
meeting of the eleventh International Conference on
Genetic Algorithms (ICGA-2002) and the seventh Annual
Genetic Programming Conference (GP-2002) part of
barry:2002:GECCO:workshop",
- }
Genetic Programming entries for
Bir Bhanu
Krzysztof Krawiec
Citations