Conformance checking over uncertain event data

M Pegoraro, MS Uysal, WMP van der Aalst - Information Systems, 2021 - Elsevier
… In this work, we define a taxonomy of uncertain eventconformance checking. Finally, we
show how upper and lower bounds for conformance can be obtained by aligning an uncertain

Efficient process conformance checking on the basis of uncertain event-to-activity mappings

H Van der Aa, H Leopold… - … on Knowledge and Data …, 2019 - ieeexplore.ieee.org
conformancechecking technique. It takes as input an event trace, a process model, and an
uncertain event-… Note that the question of how to obtain an uncertain mapping, which consists …

[PDF][PDF] Conformance Checking over Uncertain Event Data

WMP van der Aalst - arXiv preprint arXiv:2009.14452, 2020 - vdaalst.com
… In this work, we define a taxonomy of uncertain eventconformance checking. Finally, we
show how upper and lower bounds for conformance can be obtained by aligning an uncertain

Partial order resolution of event logs for process conformance checking

H Van der Aa, H Leopold, M Weidlich - Decision Support Systems, 2020 - Elsevier
… Our contributions and the structure of the paper, following background on conformance
checking and uncertain event data in the next section, are summarized as follows: …

Conformance checking

J Carmona, B van Dongen, A Solti… - … : Springer.[Google Scholar], 2018 - Springer
… As detailed above, conformance checking relates event logs and process models, ie, different
representations of a process, to each other. This general setting is illustrated in Figure 1.4, …

Conformance checking with uncertainty via SMT

P Felli, A Gianola, M Montali, A Rivkin… - … Conference on Business …, 2022 - Springer
data-aware conformance checking over uncertain logs, through a suitably extended notion
of alignment. The framework employs Data … different types of uncertain event data, we borrow …

Conformance checking based on uncertain event-activity mappings

H van der Aa, H van der Aa - Comparing and Aligning Process …, 2018 - Springer
… In this section, we illustrate the problem of conformance checking in … conformance checks
by using behavioral spaces. To perform our conformance checks, we introduce a conformance

Conformance checking over stochastically known logs

E Bogdanov, I Cohen, A Gal - … on Business Process Management, 2022 - Springer
… of precedence relationships among events, for logs with strong uncertain data. By using …
to calculate the probability of a trace with an uncertain event-to-activity mapping. In a recent …

[HTML][HTML] Multi-perspective conformance checking of uncertain process traces: An SMT-based approach

P Felli, A Gianola, M Montali, A Rivkin… - … Applications of Artificial …, 2023 - Elsevier
… We cast conformance checking as an alignment problem, … results on data-aware SMT-based
conformance checking can be lifted … with uncertain event data. Specifically, we fix a concrete …

Mining uncertain event data in process mining

M Pegoraro, WMP van der Aalst - … on Process Mining (ICPM), 2019 - ieeexplore.ieee.org
… We define a taxonomy of uncertain event logs and models… conformance checking. Finally,
we show how upper and lower bounds for conformance can be obtained aligning an uncertain