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PRAIg '16 / +pics

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9th international workshop on Machine Learning and Music

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Riva del Garda (Italy): 19th - 23rd September 2016

Publications:

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  1. Rico-Juan, J.R.; Calera-Rubio, J.
    "Evaluation of handwritten character recognizers using tree-edit-distance and fast nearest neighbour search"
    2nd International Workshop on Pattern Recognition in Information Systems, pp. 326-335, Alicante (2002)
    : bibtex
    Abstract:

    Although the rate of well classified prototypes using tree-edit-distance is satisfactory, the exhaustive classification is expensive. Some fast methods as AESA and LAESA have been proposed to find nearest neighbours in metric spaces. The average number of distances computed by these algorithms does not depend on the number of prototypes. In this paper we apply these classifiers algorithms to the task of handwritten character recognition and obtain a low average error rate (2%) and a fast classification.

@inproceedings {
 author = "Rico-Juan, J.R.; Calera-Rubio, J.",
 title  = "Evaluation of handwritten character recognizers using tree-edit-distance and fast nearest neighbour search",
 address = "Alicante",
 booktitle = "2nd International Workshop on Pattern Recognition in Information Systems",
 editor = "J. M. Iñesta; L. Micó",
 month = "april",
 pages = "326-335",
 year = "2002"
}
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