From Event Logs to Process Discovery
Automated discovery of process models from event logs: review and benchmark
... automated process discovery methods, as well their ...complex logs, and strong differences in the output models, across the various quality ...events logs, as shown in the case of the ...
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Process Mining Of Invabyte And Event Logs
... a process discovery algorithm that reveals a process model out of the event log, we first apply a Performance Sequence Analysis to extract all activity patterns that exist in the event ...
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Mining Configurable Process Models from Collections of Event Logs
... individual process models are merged into a configurable pro- cess model using the approach of ...individual process models more similar, merging them into a configurable process model should be ...
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Discovering Process Model from Event Logs by Considering Overlapping Rules
... processes from event ...uses process mining since there are many of them contained in business ...the process discovery (one of process mining techniques), then the best result ...
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Process Mining Using BPMN: Relating Event Logs and Process Models
... for process mining is not only relevant for the understandability of the results: it is also vital to guide process discovery by setting a suit- able class of target ...within process mining ...
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Business Monitoring Framework for Process Discovery with Real-Life Logs
... cess logs [3, 4]. Aalst [5] proposes “process cubes” that enable analyzing process logs by storing the results into data cubes that allow domain experts to exe- cute online analytical ...
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A Cloud Theory-based Simulated Annealing for Discovering Process Model from Event Logs
... of process mining studies is the discovery of the process ...the process discovery by using metaheuristic algorithms is an important issue and various studies have been done in this ...
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Discovering Petri Nets From Event Logs
... the process mining spectrum showing that process discovery is an essential ingre- dient for process analysis based on facts rather than ...the process discovery ...to ...
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Aligning Event Logs and Declarative Process Models for Conformance Checking
... Abstract. Process mining can be seen as the “missing link” between data min- ing and business process ...of process mining, process discovery attracts the lion’s share of attention, ...
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Privacy-Preserving Process Mining - Differential Privacy for Event Logs
... a process discovery algorithm into the differential privacy framework by placing the process mining engine in the trusted envi- ronment depicted in ...particular process discovery algo- ...
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A Security-aware Simulation Method for Generating Business Process Event Logs
... business process security monitoring and auditing is the existence of representative, realistic and controlled test ...business process simulation method geared to the synthesis of event ...the ...
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Event correlation for process discovery from web service interaction logs
... the event correlation is the attribute selection step, and if done purely based on sta- tistical properties and heuristics without taking into account the user inputs as well, it could have a negative effect on ...
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Efficient Discovery of Understandable Declarative Process Models from Event Logs
... any event log that does not contain events relating to activity ...the event log) according to (the combination of) simple metrics, such as Confidence and Support, and more sophisticated met- rics, such as ...
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Discovering Data-Aware Declarative Process Models from Event Logs
... 2.2 Discovery of data conditions Given a set of Declare constraints extracted from an event log, a key step of the proposed technique is to generate a set of data-aware constraints, meaning ...
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Process Mining Event Logs from FLOSS Data: State of the Art and Perspectives
... data from FLOSS repositories with the hope to provide empirical evidence to existing questions on the FLOSS development ...called process mining. Process mining has been proved to be successful in ...
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Repairing Event Logs Using Stochastic Process Models
... of process mining provide functionality that enables analysis of noisy or missing event ...In process mining, the quality of the event logs is crucial for the usefulness of the analysis ...
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CHMM for Discovering Intentional Process Model From Event Logs by Considering Sequence of Activities
... intentional process model is known to analyze processes deeply and provide recommendations for the upcoming ...the discovery of intentions is a difficult task because the intentions are not recorded in the ...
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Discovering Declarative Process Models from Event Logs through Temporal Logic Query Checking
... model discovery, conformance checking and enhancing existing ...the process model, which the traces belongs to – from sequences of events re-engineer the process that produced the log ...
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Workflow mining: Discovering process models from event logs
... examples from the health-care ...differs from these approaches in the sense that for the α algorithm it is proven that for certain subclasses it is possible to find the right workflow ...
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A new approach for discovering business process models from event logs
... of process models from the event logs of information ...Although process mining has many useful applications, not all inherent difficulties have been sufficiently ...that process ...
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