TY - GEN
T1 - A theoretical and practical framework for assessing the computational behavior of typical testor-finding algorithms
AU - Alba-Cabrera, Eduardo
AU - Ibarra-Fiallo, Julio
AU - Godoy-Calderon, Salvador
N1 - Funding Information:
This research was supported by Collaboration Grants from Universidad San Francisco de Quito, Ecuador. The third author is also grateful for the finantial support by Instituto Politécnico Nacional and CONACyT, México, particularly through project SIP-20130932
PY - 2013
Y1 - 2013
N2 - Although the general relevance of Testor Theory as the theoretical ground for useful feature selection procedures is well known, there are no practical means, nor any standard methodologies, for assessing the behavior of a testor-finding algorithm when faced with specific circumstances. In this work, we present a practical framework, with proven theoretical foundation, for assessing the behavior of both deterministic and meta-heuristic testor-finding algorithms when faced with specific phenomena.
AB - Although the general relevance of Testor Theory as the theoretical ground for useful feature selection procedures is well known, there are no practical means, nor any standard methodologies, for assessing the behavior of a testor-finding algorithm when faced with specific circumstances. In this work, we present a practical framework, with proven theoretical foundation, for assessing the behavior of both deterministic and meta-heuristic testor-finding algorithms when faced with specific phenomena.
KW - Feature selection
KW - Testor theory
KW - Typical testor algorithms
UR - http://www.scopus.com/inward/record.url?scp=84893190462&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-41822-8_44
DO - 10.1007/978-3-642-41822-8_44
M3 - Contribución a la conferencia
AN - SCOPUS:84893190462
SN - 9783642418211
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 351
EP - 358
BT - Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, CIARP 2013, Proceedings
T2 - 18th Iberoamerican Congress on Pattern Recognition, CIARP 2013
Y2 - 20 November 2013 through 23 November 2013
ER -