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09/15/2023
Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques
A transhumeral prosthesis restores missing anatomical segments below the...
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09/02/2023
Large Process Models: Business Process Management in the Age of Generative AI
The continued success of Large Language Models (LLMs) and other generati...
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03/07/2023
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning
Increasing the success rate of a process, i.e. the percentage of cases t...
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12/02/2022
Agent Miner: An Algorithm for Discovering Agent Systems from Event Data
The problem of process discovery in process mining studies ways to const...
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07/08/2021
Bootstrapping Generalization of Process Models Discovered From Event Data
Process mining studies ways to derive value from process executions reco...
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06/26/2021
Automated Repair of Process Models with Non-Local Constraints Using State-Based Region Theory
State-of-the-art process discovery methods construct free-choice process...
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06/25/2021
Discovering executable routine specifications from user interaction logs
Robotic Process Automation (RPA) is a technology to automate routine wor...
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05/03/2021
Process Model Forecasting Using Time Series Analysis of Event Sequence Data
Process analytics is an umbrella of data-driven techniques which include...
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12/23/2020
All That Glitters Is Not Gold: Towards Process Discovery Techniques with Guarantees
The aim of a process discovery algorithm is to construct from event data...
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11/17/2020
Visual Drift Detection for Event Sequence Data of Business Processes
Event sequence data is increasingly available in various application dom...
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09/03/2020
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs
This paper proposes an approach to analyze an event log of a business pr...
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08/21/2020
Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining
This paper presents a command-line tool, called Entropia, that implement...
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07/18/2020
An Entropic Relevance Measure for Stochastic Conformance Checking in Process Mining
Given an event log as a collection of recorded real-world process traces...
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01/03/2020
Automated Discovery of Data Transformations for Robotic Process Automation
Robotic Process Automation (RPA) is a technology for automating repetiti...
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09/20/2019
Process Query Language: Design, Implementation, and Evaluation
Organizations can benefit from the use of practices, techniques, and too...
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07/15/2019