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» Probabilistic workflow mining
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BPM
2006
Springer
166views Business» more  BPM 2006»
13 years 9 months ago
Process Mining by Measuring Process Block Similarity
Mining, discovering, and integrating process-oriented services has attracted growing attention in the recent year. Workflow precedence graph and workflow block structures are two i...
Joonsoo Bae, James Caverlee, Ling Liu, Hua Yan
ISMIS
2009
Springer
14 years 9 days ago
Discovering Structured Event Logs from Unstructured Audit Trails for Workflow Mining
Workflow mining aims to find graph-based process models based on activities, emails, and various event logs recorded in computer systems. Current workflow mining techniques mainly ...
Liqiang Geng, Scott Buffett, Bruce Hamilton, Xin W...
KDD
2010
ACM
217views Data Mining» more  KDD 2010»
13 years 4 months ago
Mining program workflow from interleaved traces
Successful software maintenance is becoming increasingly critical due to the increasing dependence of our society and economy on software systems. One key problem of software main...
Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, ...
ADMA
2010
Springer
250views Data Mining» more  ADMA 2010»
13 years 2 months ago
On Probabilistic Models for Uncertain Sequential Pattern Mining
Muhammad Muzammal, Rajeev Raman
ICDM
2008
IEEE
104views Data Mining» more  ICDM 2008»
14 years 5 days ago
A Generative Probabilistic Model for Multi-label Classification
Hongning Wang, Minlie Huang, Xiaoyan Zhu