TY - GEN
T1 - YYC
T2 - 19th Iberoamerican Congress on Pattern Recognition, CIARP 2014
AU - Alba-Cabrera, Eduardo
AU - Ibarra-Fiallo, Julio
AU - Godoy-Calderon, Salvador
AU - Cervantes-Alonso, Fernando
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2014.
PY - 2014
Y1 - 2014
N2 - The last few years have seen an important increase in research publications dealing with external typical testor-finding algorithms, while internal ones have been almost forgotten or modified to behave as external on the basis of their alleged poor performance. In this research we present a new internal typical testor-finding algorithm called YYC that incrementally calculates typical testors for the currently analized set of basic matrix rows by searching for compatible sets. The experimentally measured performance of this algorithm stands out favorably in problems where other external algorithms show very low performance. Also, a comparative analysis of its efficiency is done against some external typical testor-finding algorithms published during the last few years.
AB - The last few years have seen an important increase in research publications dealing with external typical testor-finding algorithms, while internal ones have been almost forgotten or modified to behave as external on the basis of their alleged poor performance. In this research we present a new internal typical testor-finding algorithm called YYC that incrementally calculates typical testors for the currently analized set of basic matrix rows by searching for compatible sets. The experimentally measured performance of this algorithm stands out favorably in problems where other external algorithms show very low performance. Also, a comparative analysis of its efficiency is done against some external typical testor-finding algorithms published during the last few years.
KW - Feature selection
KW - Testor theory
KW - Typical testor algorithms
UR - http://www.scopus.com/inward/record.url?scp=84949143721&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-12568-8_51
DO - 10.1007/978-3-319-12568-8_51
M3 - Contribución a la conferencia
AN - SCOPUS:84949143721
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 416
EP - 423
BT - Progress in Pattern Recognition Image Analysis, Computer Vision and Applications - 19th Iberoamerican Congress, CIARP 2014, Proceedings
A2 - Bayro-Corrochano, Eduardo
A2 - Hancock, Edwin
PB - Springer Verlag
Y2 - 2 November 2014 through 5 November 2014
ER -