Time and activity sequence prediction of business process instances

The ability to know in advance the trend of running process instances, with respect to different features, such as the expected completion time, would allow business managers to timely counteract to undesired situations, in order to prevent losses. Therefore, the ability to accurately predict future...

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Bibliographic Details

Published in:	Computing Vol. 100; no. 9; pp. 1005 - 1031
Main Authors:	Polato, Mirko, Sperduti, Alessandro, Burattin, Andrea, Leoni, Massimiliano de
Format:	Journal Article
Language:	English
Published:	Vienna Springer Vienna 01.09.2018 Springer Nature B.V
Subjects:	Artificial Intelligence Business process management Completion time Computer Appl. in Administrative Data Processing Computer Communication Networks Computer Science Information Systems Applications (incl.Internet) Predictions Software Engineering Stationary processes Process mining 68T01 Remaining time Prediction Machine learning
ISSN:	0010-485X, 1436-5057
Online Access:	Get full text
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