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» A Generic Import Framework for Process Event Logs
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KDD
2009
ACM
160views Data Mining» more  KDD 2009»
14 years 1 days ago
Clustering event logs using iterative partitioning
The importance of event logs, as a source of information in systems and network management cannot be overemphasized. With the ever increasing size and complexity of today’s even...
Adetokunbo Makanju, A. Nur Zincir-Heywood, Evangel...
DSN
2009
IEEE
14 years 1 days ago
System log pre-processing to improve failure prediction
Log preprocessing, a process applied on the raw log before applying a predictive method, is of paramount importance to failure prediction and diagnosis. While existing filtering ...
Ziming Zheng, Zhiling Lan, Byung-Hoon Park, Al Gei...
BPM
2006
Springer
107views Business» more  BPM 2006»
13 years 9 months ago
On Representing, Purging, and Utilizing Change Logs in Process Management Systems
In recent years adaptive process management technolgy has emerged in order to increase the flexibility of business process implementations and to support process changes at differe...
Stefanie Rinderle, Manfred Reichert, Martin Jurisc...
WIDM
2012
ACM
12 years 25 days ago
Replaying history on process models for conformance checking and performance analysis
Process mining techniques use event data to discover process models, to check the conformance of predefined process models, and to extend such models with information about bottl...
Wil M. P. van der Aalst, Arya Adriansyah, Boudewij...
DAS
2006
Springer
13 years 9 months ago
Exploratory Analysis System for Semi-structured Engineering Logs
Engineering diagnosis often involves analyzing complex records of system states printed to large, textual log files. Typically the logs are designed to accommodate the widest debug...
Michael Flaster, Bruce Hillyer, Tin Kam Ho