Learning from the past: automated rule generation for complex event processing

A Margara, G Cugola, G Tamburrelli - Proceedings of the 8th ACM …, 2014 - dl.acm.org
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 …

Logic-based event recognition

A Artikis, A Skarlatidis, F Portet… - The Knowledge …, 2012 - cambridge.org
Today's organizations require techniques for automated transformation of their large data
volumes into operational knowledge. This requirement may be addressed by using event …

Alarm management via temporal pattern learning

JWV Capacho, A Subias, L Travé-Massuyès… - … Applications of Artificial …, 2017 - Elsevier
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 …

Logic-based representation, reasoning and machine learning for event recognition

A Artikis, G Paliouras, F Portet… - Proceedings of the Fourth …, 2010 - dl.acm.org
Today's organisations require techniques for automated transformation of the large data
volumes they collect during their operations into operational knowledge. This requirement …

Learning chronicles signing multiple scenario instances

A Subias, L Travé-Massuyès, E Le Corronc - IFAC Proceedings Volumes, 2014 - Elsevier
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 …

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 …

New approach on temporal data mining for symbolic time sequences: Temporal tree associate rules

M Guillame-Bert, JL Crowley - 2011 IEEE 23rd International …, 2011 - ieeexplore.ieee.org
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 …

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 …

[PDF][PDF] An efficient som-based pre-processing to improve the discovery of frequent patterns in alarm logs

F Fessant, F Clérot - Conference on Data Mining| DMIN, 2006 - Citeseer
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 …

[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 …