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142
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EDBT
2000
ACM
15 years 7 months ago
Quality Assessment and Uncertainty Handling in Data Mining Process
The KDD process aims at the discovery and extraction of “useful” knowledge (such as interesting patterns, classification, rules etc) from large data repositories. A widely rec...
Maria Halkidi
BPM
2004
Springer
167views Business» more  BPM 2004»
15 years 9 months ago
Mining Social Networks: Uncovering Interaction Patterns in Business Processes
Increasingly information systems log historic information in a systematic way. Workflow management systems, but also ERP, CRM, SCM, and B2B systems often provide a so-called “ev...
Wil M. P. van der Aalst, Minseok Song
177
Voted
SDM
2008
SIAM
256views Data Mining» more  SDM 2008»
15 years 4 months ago
Graph Mining with Variational Dirichlet Process Mixture Models
Graph data such as chemical compounds and XML documents are getting more common in many application domains. A main difficulty of graph data processing lies in the intrinsic high ...
Koji Tsuda, Kenichi Kurihara
128
Voted
MSR
2005
ACM
15 years 9 months ago
Repository mining and Six Sigma for process improvement
In this paper, we propose to apply artifact mining in a global development environment to support measurement based process management and improvement, such as SEI/CMMI’s GQ(I)M...
Michael VanHilst, Pankaj K. Garg, Christopher Lo
WSC
2008
15 years 5 months ago
Using Operation Process Simulation for a Six Sigma project of Mining and Iron Production Factory
The use of the Operation Process Simulation (OPS) for Six Sigma Projects (SSP) can illustrate visual display of the process by enabling to define, measure, analyze and improve the...
Undram Chinbat, Soemon Takakuwa