ECML PKDD 2008
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
15 - 19 September 2008, Antwerp, Belgium
Paper abstractA Case Study in Sequential Pattern Mining for IT-Operational RiskValerio Grossi - University of Pisa, ItalyAndrea Romei - University of Pisa, Italy Salvatore Ruggieri - University of Pisa, Italy Session: Mining Sequences and Streams Springer Link: http://dx.doi.org/10.1007/978-3-540-87479-9_46 IT-operational risk management consists of identifying, assessing, monitoring and mitigating the adverse risks of loss resulting from hardware and software system failures. We present a case study in IT-operational risk measurement in the context of a network of Private Branch eXchanges (PBXs). The approach relies on preprocessing and data mining tasks for the extraction of sequential patterns and their exploitation in the definition of a measure called expected risk. |