RECOD at ImageCLEF 2011: Medical Modality Classification using Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{conf/clef/FariaCT11,
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author = "Fabio Augusto Faria and Rodrigo Tripodi Calumby and
Ricardo {da Silva Torres}",
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title = "{RECOD} at {ImageCLEF} 2011: Medical Modality
Classification using Genetic Programming",
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booktitle = "{CLEF} 2011 Labs and Workshop, Notebook Papers",
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year = "2011",
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editor = "Vivien Petras and Pamela Forner and Paul D. Clough",
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address = "Amsterdam, The Netherlands",
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month = "19-22 " # sep,
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keywords = "genetic algorithms, genetic programming, KNN, medical
images, image classification, pattern recognition",
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isbn13 = "978-88-904810-1-7",
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bibdate = "2011-09-09",
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bibsource = "DBLP,
http://dblp.uni-trier.de/db/conf/clef/clef2011w.html#FariaCT11",
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URL = "http://clef2011.org/resources/proceedings/Faria_Clef2011.pdf",
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data_url = "https://www.imageclef.org/2011/medical",
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size = "9 pages",
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abstract = "This paper describes the participation of the RECOD
group on the ImageCLEF 2011 Medical Modality
Classification sub-task. We present an approach based
on genetic programming and kNN for image
classification. In our approach the genetic programming
is used for the learning of good functions for the
combination of similarities obtained from a set of
global descriptors for different visual evidences such
as colour, texture, and shape. For each class of the
dataset a combination function was learnt and used as a
kNN classier. Final classification results were
generated by a majority voting scheme with the voting
functions from each class. Preliminary experiments have
shown a good effectiveness of the approach and its
potential for improvements.",
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notes = "broken June 2024
http://clef2011.org/index.php?page=pages/proceedings.php",
- }
Genetic Programming entries for
Fabio Augusto Faria
Rodrigo Tripodi Calumby
Ricardo da Silva Torres
Citations