Title
A hierarchical pattern matching procedure for signal abstraction
Abstract
The Multivariable Fuzzy Temporal Profile model enables human experts to project their knowledge of a signal pattern, described over a set of parameters, into a computable description. Here it is endowed with a hierarchical capability through the definition of algorithms that recognize a set of findings over a signal, and aggregate them into a set of abstraction levels. We also present a heuristics that takes advantage of the continuity properties of real signals to allow the matching process to meet real time requirements, even over high frequency signals.
Year
DOI
Venue
2005
10.1007/11881216_4
CAEPIA
Keywords
Field
DocType
multivariable fuzzy temporal profile,real signal,real time requirement,human expert,continuity property,signal abstraction,hierarchical pattern,computable description,hierarchical capability,signal pattern,high frequency signal,abstraction level,real time,pattern matching,high frequency
Data mining,Multivariable calculus,Abstraction,Computer science,Fuzzy logic,Heuristics,Pattern matching
Conference
Volume
ISSN
ISBN
4177
0302-9743
3-540-45914-6
Citations 
PageRank 
References 
2
0.42
3
Authors
5
Name
Order
Citations
PageRank
A. Otero120.42
P. Félix220.42
S. Fraga320.42
S. Barro414911.16
F. Palacios520.42