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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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05/01/2023
PMDG: Privacy for Multi-Perspective Process Mining through Data Generalization
Anonymization of event logs facilitates process mining while protecting ...
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11/11/2022
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction
Advances in deep neural network (DNN) architectures have enabled new pre...
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07/17/2022
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs
The propagation of rumours on social media poses an important threat to ...
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05/13/2022
Detecting Rumours with Latency Guarantees using Massive Streaming Data
Today's social networks continuously generate massive streams of data, w...
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12/03/2021
GECCO: Constraint-driven Abstraction of Low-level Event Logs
Process mining enables the analysis of complex systems using event data ...
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09/17/2021
SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining
Privacy-preserving process mining enables the analysis of business proce...
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07/14/2021
A Distance Measure for Privacy-preserving Process Mining based on Feature Learning
To enable process analysis based on an event log without compromising th...
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03/22/2021
Privacy-aware Process Performance Indicators: Framework and Release Mechanisms
Process performance indicators (PPIs) are metrics to quantify the degree...
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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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07/05/2020
Partial Order Resolution of Event Logs for Process Conformance Checking
While supporting the execution of business processes, information system...
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06/23/2020
PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information
Event logs capture the execution of business processes in terms of execu...
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09/06/2019
Parallel Computation of Graph Embeddings
Graph embedding aims at learning a vector-based representation of vertic...
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05/23/2019
Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring
Predictive process monitoring is a family of techniques to analyze event...
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01/08/2019