TY - GEN
T1 - Perception based associations in time series data bases
AU - Batyrshin, I. Z.
AU - Sheremetov, L. B.
PY - 2006
Y1 - 2006
N2 - The paper discusses different aspects of the development of perception-based decision making systems. These systems are based on inference procedures transforming associations extracted from the time series data bases into generalized-constraint inference rules. Different types of simple and composite perception based constraints are discussed. Various measures of association between time series in the presence of perception based constraints are considered: association rules, association rules with perception based frequencies, correlation rules, and local trend associations based on moving approximations. Finally, the methods of transformation of these associations into the inference rules that can be used in perception based reasoning are proposed.
AB - The paper discusses different aspects of the development of perception-based decision making systems. These systems are based on inference procedures transforming associations extracted from the time series data bases into generalized-constraint inference rules. Different types of simple and composite perception based constraints are discussed. Various measures of association between time series in the presence of perception based constraints are considered: association rules, association rules with perception based frequencies, correlation rules, and local trend associations based on moving approximations. Finally, the methods of transformation of these associations into the inference rules that can be used in perception based reasoning are proposed.
UR - http://www.scopus.com/inward/record.url?scp=46749103689&partnerID=8YFLogxK
U2 - 10.1109/NAFIPS.2006.365487
DO - 10.1109/NAFIPS.2006.365487
M3 - Contribución a la conferencia
AN - SCOPUS:46749103689
SN - 1424403634
SN - 9781424403639
T3 - Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS
SP - 655
EP - 660
BT - Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS
T2 - NAFIPS 2006 - 2006 Annual Meeting of the North American Fuzzy Information Processing Society
Y2 - 3 June 2006 through 6 June 2006
ER -