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Directly Follows-Based Process Mining: Exploration & a Case Study
International Conference on Process Mining, 2019Many organisations now seek to analyse and improve their processes using event logs from various IT systems supporting their operations. Process mining aims to obtain insights from such process data, using process discovery, conformance checking and ...
S. Leemans, E. Poppe, M. Wynn
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Mining Constraints for Artful Processes
2012Artful processes are informal processes typically carried out by those people whose work is mental rather than physical (managers, professors, researchers, engineers, etc.), the so called “knowledge workers”. MailOfMine is a tool, the aim of which is to automatically build, on top of a collection of email messages, a set of workflow models that ...
DI CICCIO, Claudio, MECELLA, Massimo
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Extraction, correlation, and abstraction of event data for process mining
WIREs Data Mining Knowl. Discov., 2019Process mining provides a rich set of techniques to discover valuable knowledge of business processes based on data that was recorded in different types of information systems.
Kiarash Diba +3 more
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Behavioral process mining for unstructured processes
Journal of Intelligent Information Systems, 2016Real world applications provide many examples of unstructured processes, where process execution is mainly driven by contingent decisions taken by the actors, with the result that the process is rarely repeated exactly in the same way. In these cases, traditional Process Discovery techniques, aimed at extracting complete process models from event logs,
Laura Genga +2 more
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Towards Comprehensive Support for Privacy Preservation Cross-Organization Business Process Mining
IEEE Transactions on Services Computing, 2019More and more business requirements are crossing organizational boundaries. There comes the cross-organization business process management, and its modeling is a complicated task.
Cong Liu +5 more
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Visual Analytics in Process Mining: Classification of Process Mining Techniques
2016The increasing interest from industry and academia has driven the development of process mining techniques over the last years. Since the process mining entails a strong explorative perspective, the combination of process mining and visual analytics methods is a fruitful multidisciplinary solution to enable the exploration and the understanding of ...
Simone Kriglstein +3 more
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Business Process Deviance Mining
2018Definition Business process deviance mining refers to the problem of (automatically) detecting and explaining deviant executions of a business process based on the historical data stored in a given Business Process Event Log (called hereinafter event log for the sake of conciseness).
Francesco Folino, Luigi Pontieri
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Trace Clustering in Process Mining
2009Process mining has proven to be a valuable tool for analyzing operational process executions based on event logs. Existing techniques perform well on structured processes, but still have problems discovering and visualizing less structured ones. Unfortunately, process mining is most interesting in domains requiring flexibility.
Wmp Wil van der Aalst +2 more
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2017
Over the years, the process mining community has placed several real-world event logs in the public domain. Most of these event logs have been released in the scope of process mining competitions, where contestants could use any of the available techniques, or even develop new techniques, to discover the business process.
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Over the years, the process mining community has placed several real-world event logs in the public domain. Most of these event logs have been released in the scope of process mining competitions, where contestants could use any of the available techniques, or even develop new techniques, to discover the business process.
openaire +2 more sources
2011
Development of deposits of useful minerals involves a system of organizational-engineering measures for extracting minerals from the Earth’s interior. Deposits of commercial minerals are accumulations of mineral substances at the Earth’s surface or interior that are suitable for industrial development in their amounts, quality, and mode of occurrence ...
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Development of deposits of useful minerals involves a system of organizational-engineering measures for extracting minerals from the Earth’s interior. Deposits of commercial minerals are accumulations of mineral substances at the Earth’s surface or interior that are suitable for industrial development in their amounts, quality, and mode of occurrence ...
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