SStudyAcademic Library

Shelves Open access My library Review

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Triggering Proactive Business Process Adaptations via Online Reinforcement Learning · Study

Home/Business Process Modeling and Analysis

Triggering Proactive Business Process Adaptations via Online Reinforcement Learning

Andreas Metzger, Tristan Kley, Alexander Palm

2020-01-01otherLecture notes in computer science45 citationsclosed

No readable copy stored yet — this record is metadata only.

Business Process Modeling and Analysis AI-based Problem Solving and Planning Robotic Process Automation Applications

Abstract

No abstract was published for this record.

Citations in this library

Stored only when both papers are in the corpus — 45 citations exist upstream.

References

2017Predictive Business Process Monitoring with LSTM Neural Networks

2017Predicting process behaviour using deep learning

2019Outcome-Oriented Predictive Process Monitoring

2017Predictive Monitoring of Business Processes: A Survey

2015Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes

2010Reinforcement learning based resource allocation in business process management

2009Beyond rigidity – dynamic process lifecycle support

2014A recommendation system for predicting risks across multiple business process instances

Cited by

2021Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction

2023Predictive compliance monitoring in process-aware information systems: State of the art, functionalities, research directions

2022Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach

2023From process mining to augmented process execution

2023Prescriptive process monitoring based on causal effect estimation

2023Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning

2022When to Intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints

Details

Year2020

Typeother

VenueLecture notes in computer science

Languageen

Files0 public / 0

Identifiers

doi10.1007/978-3-030-58666-9_16

openalex_workW3083079367

Links

Imported from OpenAlex (CC0) — nothing here is generated.