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ArticleEncoding resource experience for predictive process monitoring

Jongchan Kim2021

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Articlegreen2021

Encoding resource experience for predictive process monitoring

Jongchan Kim · Marco Comuzzi · Marlon Dumas · Fabrizio Maria Maggi · Irene Teinemaa

44 citations·0/0 files stored·Decision Support Systems

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Business Process Modeling and Analysis Online Learning and Analytics Robotic Process Automation Applications

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References

1990Absorptive Capacity: A New Perspective on Learning and Innovation 1983Experiential Learning : Experience as the Source of Learning and Development 2004TAKING STOCK OF NETWORKS AND ORGANIZATIONS: A MULTILEVEL PERSPECTIVE.2004TIE AND NETWORK CORRELATES OF INDIVIDUAL PERFORMANCE IN KNOWLEDGE-INTENSIVE WORK.2016Process Mining: Data Science in Action 2017Predictive Business Process Monitoring with LSTM Neural Networks 1996A process oriented framework for assessing the business value of information technology 2019Outcome-Oriented Predictive Process Monitoring

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2023Predictive compliance monitoring in process-aware information systems: State of the art, functionalities, research directions 2023DARWIN: An online deep learning approach to handle concept drifts in predictive process monitoring 2024A hybrid machine learning with process analytics for predicting customer experience in online insurance services industry 2024Tuning Machine Learning to Address Process Mining Requirements 2022When to Intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints

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2024Machine learning in business process management: A systematic literature reviewreview · 14 shared references 2024Predictive process monitoring: concepts, challenges, and future research directionsarticle · 12 shared references 2023Predictive compliance monitoring in process-aware information systems: State of the art, functionalities, research directionsarticle · 11 shared references 2021Deep Learning for Predictive Business Process Monitoring: Review and Benchmarkarticle · 11 shared references 2019An empirical comparison of classification techniques for next event prediction using business process event logsarticle · 10 shared references 2019From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoringarticle · 10 shared references

Details

Year2021

Typearticle

Published2021-10-07

VenueDecision Support Systems

ISSN-L0167-9236

Languageen

Citations44

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1016/j.dss.2021.113669

openalex_workW3203500186

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