Predictive Business Process Deviation Monitoring
- Computer ScienceECIS
This work proposes an outcome-oriented PBPM method for predictive deviation monitoring using conformance checking and deep learning to draw the most out of the two domains and shows that the method can predict business process deviations with high predictive quality, particularly for processes with fewer variants.
Modelling and Validation of Trading and Multi-Agent Systems : An Approach Based on Process Mining and Petri Nets ?
This paper presents our research on trading and multi-agent systems. Trading systems support the processes of buying/selling financial instruments between traders, so the validation of their…
Reviving Token-based Replay: Increasing Speed While Improving Diagnostics
- Computer ScienceATAED@Petri Nets/ACSD
It is shown that the replay technique outperforms state-of-the-art techniques in terms of speed and/or diagnostics and provides more accurate diagnostics that avoid known problems and help to pinpoint compliance problems.
Improving Alignment Computation using Model-based Preprocessing
- Computer Science2019 International Conference on Process Mining (ICPM)
It is argued that precomputed rules may be leveraged to improve on the time needed to compute alignments and the results show that the proposed approach is faster than existing alignment approaches.
Conformance Checking: A Systemic View
- Business Process Management Workshops
Inferring Unobserved Events in Systems With Shared Resources and Queues
- Computer ScienceFundamenta Informaticae
This work studies the problem of inferring bounds for timestamps of events in a case that must have happened but were not recorded by inference over events in other cases in the system, and defines PQR-systems as a special class of multi-entity processes with shared resources and queues.
A Dashboard-based Approach for Monitoring Object-Aware Processes
- Computer ScienceZEUS
This paper introduces a dashboard with advanced monitoring functions for object-aware processes, where data drives process execution and is treated as first-class citizen.
A Five-Level Framework for Research on Process Mining
- Computer ScienceBus. Inf. Syst. Eng.
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement
- Computer ScienceTrans. Petri Nets Other Model. Concurr.
It is shown that the replay technique outperforms state-of-the-art techniques in terms of speed and/or diagnostics and a revision of an existing precision measure (ETConformance) will be proposed through integration with the token-based replayer.
Anti-Alignments - Measuring The Precision of Process Models and Event Logs
- Computer ScienceInf. Syst.