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Predictive Process Monitoring

Predictive Process Monitoring

Paperback

ApplicationsDatabasesProbability & Statistics

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ISBN10: 3032172772
ISBN13: 9783032172778
Publisher: Springer
Published: Apr 24 2026
Pages: 174
Weight: 0.61
Height: 0.41 Width: 6.17 Depth: 9.27
Language: English
This book provides a comprehensive, structured, and accessible resource that covers both foundational aspects and advanced topics of predictive process monitoring (PPM). It introduces the key building blocks of PPM from preliminary notions and core libraries to bucketing and encoding strategies, learning methods, and validation techniques. At the same time, the book extends its reach to advanced themes such as neuro-symbolic PPM, explainability, multi-modal predictive monitoring, and prescriptive approaches. This dual scope makes it both an introductory text and a reference work for advanced study.

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