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BPM
2007
Springer
109views Business» more  BPM 2007»
14 years 1 months ago
Process Mining Based on Regions of Languages
In this paper we give an overview, how to apply region based methods for the synthesis of Petri nets from languages to process mining. The research domain of process mining aims at...
Robin Bergenthum, Jörg Desel, Robert Lorenz, ...
BPM
2007
Springer
155views Business» more  BPM 2007»
13 years 11 months ago
Fuzzy Mining - Adaptive Process Simplification Based on Multi-perspective Metrics
Abstract. Process Mining is a technique for extracting process models from execution logs. This is particularly useful in situations where people have an idealized view of reality....
Christian W. Günther, Wil M. P. van der Aalst
BPM
2007
Springer
130views Business» more  BPM 2007»
14 years 1 months ago
Process Mining Based on Clustering: A Quest for Precision
Process mining techniques attempt to extract non-trivial and useful information from event logs recorded by information systems. For example, there are many process mining techniqu...
Ana Karla Alves de Medeiros, Antonella Guzzo, Gian...
HICSS
2006
IEEE
149views Biometrics» more  HICSS 2006»
14 years 1 months ago
An Efficient Heuristic Search for Real-Time Frequent Pattern Mining
Real-time frequent pattern mining for business intelligence systems are currently in the focal area of research. In a number of areas of doing business, especially in the arena of...
Rajanish Dass, Ambuj Mahanti
ICDM
2010
IEEE
96views Data Mining» more  ICDM 2010»
13 years 5 months ago
Domain-Driven Data Mining for IT Infrastructure Support
Abstract--Support analytics (i.e., statistical analysis, modeling and mining of customer/operations support tickets data) is important in service industries. In this paper, we adop...
Girish Keshav Palshikar, Harrick M. Vin, Mohammed ...