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Learning from the past: automated rule generation for complex event processing
Complex Event Processing (CEP) systems aim at processing large flows of events to
discover situations of interest. In CEP, the processing takes place according to user-defined …
discover situations of interest. In CEP, the processing takes place according to user-defined …
Logic-based event recognition
Today's organizations require techniques for automated transformation of their large data
volumes into operational knowledge. This requirement may be addressed by using event …
volumes into operational knowledge. This requirement may be addressed by using event …
Alarm management via temporal pattern learning
Industrial plant safety involves integrated management of all the factors that may cause
accidents. Process alarm management can be formulated as a pattern recognition problem …
accidents. Process alarm management can be formulated as a pattern recognition problem …
Logic-based representation, reasoning and machine learning for event recognition
Today's organisations require techniques for automated transformation of the large data
volumes they collect during their operations into operational knowledge. This requirement …
volumes they collect during their operations into operational knowledge. This requirement …
Learning chronicles signing multiple scenario instances
Chronicle recognition is an efficient and robust method for fault diagnosis. The knowledge
about the underlying system is gathered in a set of chronicles, then the occurrence of a fault …
about the underlying system is gathered in a set of chronicles, then the occurrence of a fault …
Active self-diagnosis in telecommunication networks
C Hounkonnou - 2013 - theses.hal.science
While modern networks and services are continuously growing in scale, complexity and
heterogeneity, the management of such systems is reaching the limits of human capabilities …
heterogeneity, the management of such systems is reaching the limits of human capabilities …
New approach on temporal data mining for symbolic time sequences: Temporal tree associate rules
We introduce a temporal pattern model called Temporal Tree Associative Rule (TTA rule).
This pattern model can be used to express both uncertainty and temporal inaccuracy of …
This pattern model can be used to express both uncertainty and temporal inaccuracy of …
Reconnaissance de comportements complexes par traitement en ligne de flux d'événements
A Piel - 2014 - hal.science
L'analyse de flux d'évènements pour reconnaître des comportements complexes prédéfinis
(Complex Event Processing–CEP) permet d'interpréter et de réagir à des quantités …
(Complex Event Processing–CEP) permet d'interpréter et de réagir à des quantités …
[PDF][PDF] An efficient som-based pre-processing to improve the discovery of frequent patterns in alarm logs
We describe a pre-processing technique for mining a telecommunication alarm log for
frequent temporal patterns. The method consists in extracting relevant subsets from the …
frequent temporal patterns. The method consists in extracting relevant subsets from the …
[PDF][PDF] Fuzzy Temporal Relations for Fault Management.
H Bauerdick, B Gottfried - FLAIRS, 2007 - cdn.aaai.org
In this paper we shall introduce an approach that forms a basis for temporal data mining. A
relation algebra is applied for the purpose of representing simultaneously dependencies …
relation algebra is applied for the purpose of representing simultaneously dependencies …