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Mostrando ítems 1-6 de 6
Artículo
Run-time prediction of business process indicators using evolutionary decision rules
(Elsevier, 2017)
Predictive monitoring of business processes is a challenging topic of process mining which is concerned with the prediction of process indicators of running process instances. The main value of predictive monitoring is to ...
Artículo
Context-Aware Process Performance Indicator Prediction
(IEEE Computer Society, 2020)
It is well-known that context impacts running instances of a process. Thus, defining and using contextual information may help to improve the predictive monitoring of business processes, which is one of the main challenges ...
Ponencia
Towards a general architecture for predictive monitoring of business processes
(Asociación de Ingeniería del Software y Tecnologías de Desarrollo de Software (SISTEDES), 2016)
Process mining allows the extraction of useful information from event logs and historical data of business processes. This informa tion will improve the performance of these processes and is generally obtained after they ...
Ponencia
Updating Prediction Models for Predictive Process Monitoring
(Springer, 2022)
Predictive monitoring is a key activity in some Process Aware Information Systems (PAIS) such as information systems for operational management support. Unforeseen circumstances like COVID can introduce changes in human ...
Artículo
Predictive Monitoring of Business Processes: A Survey
(IEEE Computer Society, 2018)
Nowadays, process mining is becoming a growing area of interest in business process management (BPM). Process mining consists in the extraction of information from the event logs of a business process. From this information, ...
Ponencia
A New Framework for Defining Realistic SLAs: An Evidence-Based Approach
(Springer, 2017)
In a changing and competitive business world, business processes are at the heart of modern organizations. In some cases, service level agreements (SLAs) are used to regulate how these business processes are provided. ...