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» Business process impact visualization and anomaly detection
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SAC
2008
ACM
13 years 4 months ago
Anomaly detection algorithms in logs of process aware systems
Today, there is a variety of systems that support business process as a whole or partially. However, normative systems are not appropriate for some domains (e.g. health care) as a...
Fábio de Lima Bezerra, Jacques Wainer
CAISE
2009
Springer
13 years 9 months ago
Anomaly Detection Using Process Mining
Abstract. Recently, several large companies have been involved in financial scandals related to mismanagement, resulting in financial damages for their stockholders. In response, c...
Fábio de Lima Bezerra, Jacques Wainer, Wil ...
INFOCOM
2010
IEEE
13 years 3 months ago
A Signal Processing View on Packet Sampling and Anomaly Detection
—Anomaly detection methods typically operate on pre-processed, i.e., sampled and aggregated, traffic traces. Most traffic capturing devices today employ random packet sampling,...
Daniela Brauckhoff, Kavé Salamatian, Martin...
ICIP
2007
IEEE
14 years 7 months ago
Unsupervised Modeling of Object Tracks for Fast Anomaly Detection
A key goal of far-field activity analysis is to learn the usual pattern of activity in a scene and to detect statistically anomalous behavior. We propose a method for unsupervised...
Tomas Izo, W. Eric L. Grimson
CAISE
2004
Springer
13 years 10 months ago
Impact Analysis for Supporting the Co-Evolution of Business Processes and Supporting Software Systems
The co-evolution of business processes and supporting software systems is needed for keeping them aligned and it requires managerial and technological effort for adequately plannin...
Thierry Bodhuin, Raffaele Esposito, Cristina Pacel...