by Bauerdick, Hanna and Gottfried, Björn
Abstract:
In this paper we shall discuss knowledge discovery problems arising in time series. A relation algebra is applied for the purpose of representing both dependencies among single items and dependencies between single items and intervals. This enables one to specify and recognise even complex interrelationships among items in data streams. In addition, intervals like calendar events can be incorporated into the patterns. An example is set for the case of thrown alarms in communication networks.
Reference:
Bauerdick, Hanna and Gottfried, Björn, "A Temporal Representation of Point-Interval Relations including Calendar Events", In European Workshop on Data Stream Analysis (WDSA 2007), Caserta, Italy, pp. 164–176, 2007.
Bibtex Entry:
@INPROCEEDINGS{Bauerdick2007b,
author = {Bauerdick, Hanna and Gottfried, Bj{\"o}rn},
title = {{A Temporal Representation of Point-Interval Relations including
Calendar Events}},
booktitle = {European Workshop on Data Stream Analysis (WDSA 2007)},
year = {2007},
pages = {164--176},
address = {Caserta, Italy},
month = {March14--16},
abstract = {In this paper we shall discuss knowledge discovery problems arising
in time series. A relation algebra is applied for the purpose of
representing both dependencies among single items and dependencies
between single items and intervals. This enables one to specify and
recognise even complex interrelationships among items in data streams.
In addition, intervals like calendar events can be incorporated into
the patterns. An example is set for the case of thrown alarms in
communication networks.},
owner = {pmania},
timestamp = {2012.11.06},
url = {http://www-rocq.inria.fr/axis/modulad/archives/numero-36/Bauerdick/Bauerdick{\_}36.pdf}
}