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  • Produktbild: Process Mining Workshops
  • Produktbild: Process Mining Workshops

Process Mining Workshops ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 – November 4, 2021, Revised Selected Papers

Aus der Reihe Lecture Notes in Business Information Processing

38,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

24.03.2022

Herausgeber

Jorge Munoz-Gama + weitere

Verlag

Springer

Seitenzahl

410

Maße (L/B/H)

23,5/15,5/2,3 cm

Gewicht

639 g

Auflage

1st ed. 2022

Sprache

Englisch

ISBN

978-3-030-98580-6

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

24.03.2022

Herausgeber

Verlag

Springer

Seitenzahl

410

Maße (L/B/H)

23,5/15,5/2,3 cm

Gewicht

639 g

Auflage

1st ed. 2022

Sprache

Englisch

ISBN

978-3-030-98580-6

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: GPSR Kontakt

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  • Produktbild: Process Mining Workshops
  • Produktbild: Process Mining Workshops

  • Rethinking the Input for Process Mining: Insights from the XES Survey and Workshop.- Probability Estimation of Uncertain Process Trace Realizations.- Visualizing Trace Variants From Partially Ordered Event Data.- Analyzing Multi-level BOM-structured Event Data.- Linac: A Smart Environment Simulator of Human Activities.- Root Cause Analysis in Process Mining with Probabilistic Temporal Logic.- xPM: A Framework for Process Mining with Exogenous Data.- A Bridging Model for Process Mining and IoT.- Exploiting Instance Graphs and Graph Neural Networks for next activity prediction.- Can deep neural networks learn process modelstructure? An assessment framework and analysis.- Remaining Time Prediction for Processes with Inter-Case Dynamics.- Event Log Sampling for Predictive Monitoring.- Active Anomaly Detection for Key Item Selection in Process Auditing.- Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach.- Quantifying Explainability in Outcome-Oriented Predictive Process Monitoring.- Online Prediction of Aggregated Retailer Consumer Behaviour.- PErrCas: Process Error Cascade Mining in Trace Streams.- Continuous performance evaluation for business process outcome monitoring.- An Event Data Extraction Approach from SAP ERP for Process Mining.- Towards a Natural Language Conversational Interface for Process Mining.- On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization.- Verifying guideline compliance in clinical treatment using multi-perspective conformance checking: a case study.- Patient Discharge Classification based on the Hospital Treatment Process.- Combining the Clinical and Operational Perspectives in Heterogeneous Treatment E ect Inference in Healthcare Processes.- Interactive Process Mining Applied in a Cardiology Outpatient Department.- Discovering care pathways for multi-morbid patients using event graphs.- Process Mining in Trusted Execution Environments: Towards Hardware Guarantees for Trust-aware Inter-organizational Process Analysis.- Quantifying the Re-identification Risk in Published Process Models.- Trustworthy Artificial Intelligence and Process Mining: Challenges and Opportunities.