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ORCIDProcess Science, Volume 2
Volume 2, Number 1, 2025
- Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa:
On the potential of large language models to solve semantics-aware process mining tasks. - Ioannis Mavroudopoulos, Christos Balaktsis, Konstantinos Varvoutas, Georgia Kougka, Anastasios Gounaris, Marco Comuzzi:
Declarative process mining in big data scenarios using an application-agnostic framework. - Shameer K. Pradhan, Mieke Jans, Niels Martin:
Process mining starts here: on expertise, exchange, and the gaps between. - Eduardo Goulart Rocha, Sander J. J. Leemans, Wil M. P. van der Aalst:
Abstract-and-compare stochastic conformance checking. - Yannis Bertrand, Alexander Stevens, Boje Deforce, Johannes De Smedt, Jochen De Weerdt, Estefanía Serral:
Approaches for IoT-enhanced predictive process monitoring. - Claudia Diamantini, Laura Genga, Alessandro Mele, Alex Mircoli, Domenico Potena:
Predicting students' academic performance based on early career behaviors: a process-aware approach. - Marie-Christin Häge
, Jana-Rebecca Rehse:
Conformance checking visualizations: development, evaluation, and demonstration of a taxonomy. - Martin Käppel, Lars Ackermann, Stefan Jablonski, Simon Härtl:
Explaining transformer-based next activity prediction by using attention scores. - Francesco Vinci, Massimiliano de Leoni:
Balancing fitness and precision in process model repair: framework formalization, assessment, and benefits for simulation. - Paul Kobialka, Einar Broch Johnsen, Felix Mannhardt, Silvia Lizeth Tapia Tarifa:
Decision boundaries in user journey event logs. - Marek Schulte, Sandro Franzoi, Frank Köhne, Jan vom Brocke:
Toward LLM-enabled business process coherence checking based on multi-level process documentation. - Yongbo Yu, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt:
A benchmarking study on process model forecasting: univariate vs. multivariate approaches. - Anandi Karunaratne, Artem Polyvyanyy, Alistair Moffat:
Generalization estimation in process mining: the impact of event data quality. - Ivan Donadello, Paolo Felli, Craig Innes, Fabrizio Maria Maggi, Marco Montali:
LTL-based conformance checking of fuzzy event logs. - Alessandro Berti, Xiaoting Wang, Humam Kourani, Wil M. P. van der Aalst:
Specializing large language models for process modeling via reinforcement learning with verifiable and universal rewards. - Lukas Kirchdorfer, Robert Blümel, Timotheus Kampik, Han van der Aa, Heiner Stuckenschmidt:
Discovering multi-agent systems for resource-centric business process simulation. - Ahmed Awad, Feras Awaysheh, Hugo A. López:
BEST: a unified business process enactment via streams and tables for service computing. - Wesley da Silva Santos, Juliana Rezende Coutinho, Fernanda Baião, Georges Miranda Spyrides, Hélio Côrtes Vieira Lopes:
Enhancing declarative business process management availability through generative AI. - Martin Kuhn, Joscha Grüger, Ralph Bergmann:
PALSYN: a method for synthetic multi-perspective event log generation with differential private guarantees. - Sandro Franzoi, Sophie Hartl, Thomas Grisold, Han van der Aa, Jan Mendling, Jan vom Brocke:
Explaining process dynamics: a Process Mining Context Taxonomy for sense-making. - Harry H. Beyel, Wil M. P. van der Aalst:
Using translucent activity relationships frequencies to enhance process discovery. - Dominique Sommers, Natalia Sidorova, Boudewijn F. van Dongen:
A ground truth approach for assessing process mining techniques. - Alexander Kraus, Han van der Aa:
Machine learning-based detection of concept drift in business processes. - Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga, Chiara Di Francescomarino, Francesco Folino, Chiara Ghidini, Francesca Meneghello, Luigi Pontieri:
Generating multiperspective process traces using conditional variational autoencoders. - Amine Abbad-Andaloussi, Marco Franceschetti, Hugo A. López, Clemens Schreiber, Barbara Weber:
When a model gives you mixed signals: cognitive effects and visual behavior. - Jessica Van Suetendael, Benoît Depaire, Mieke Jans, Niels Martin:
Understanding the behavior of process mining analysts: a catalogue of exploratory process mining behaviors. - Laura Genga, Karolin Winter:
Artificial intelligence in conformance checking: state of the art and research agenda. - Joscha Grüger, Emmelien De Roock, Niels Martin, Filip Van Droogenbroeck, Ralph Bergmann:
Unveiling real-world process-related problems in hospitals: a Delphi study.
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