Abstract is missing.
- Visually Representing History Dependencies in Event LogsManuel Wetzel, Agnes Koschmider, Thomas Wilke. 5-16 [doi]
- Analysis of Business Process Batching Using Causal Event ModelsPhilipp Waibel, Christian Novak, Saimir Bala, Kate Revoredo, Jan Mendling. 17-29 [doi]
- Process "Prospecting" to Improve Renewable Energy Interconnection Queues: A Case StudyGerry Murphy. 30-42 [doi]
- Automated Discovery of Process Models with True Concurrency and Inclusive ChoicesAdriano Augusto, Marlon Dumas, Marcello La Rosa. 43-56 [doi]
- A Novel Approach to Discover Switch Behaviours in Process MiningYang Lu, Qifan Chen, Simon Poon. 57-68 [doi]
- Process Model Discovery from Sensor Event DataDominik Janssen, Felix Mannhardt, Agnes Koschmider, Sebastiaan J. van Zelst. 69-81 [doi]
- Unsupervised Event Abstraction in a Process Mining Context: A Benchmark StudyGreg Van Houdt, Benoît Depaire, Niels Martin. 82-93 [doi]
- Predicting Remaining Cycle Time from Ongoing Cases: A Survival Analysis-Based ApproachFadi Baskharon, Ahmed Awad 0001, Chiara Di Francescomarino. 99-111 [doi]
- Time Matters: Time-Aware LSTMs for Predictive Business Process MonitoringAn Nguyen, Srijeet Chatterjee, Sven Weinzierl, Leo Schwinn, Martin Matzner, Bjoern Eskofier. 112-123 [doi]
- A Preliminary Study on the Application of Reinforcement Learning for Predictive Process MonitoringAndrea Chiorrini, Claudia Diamantini, Alex Mircoli, Domenico Potena. 124-135 [doi]
- An Alignment Cost-Based Classification of Log Traces Using Machine-LearningMathilde Boltenhagen, Benjamin Chetioui, Laurine Huber. 136-148 [doi]
- Improving the Extraction of Process Annotations from Text with Inter-sentence AnalysisLuis Quishpi, Josep Carmona, Lluís Padró. 149-161 [doi]
- Case2vec: Advances in Representation Learning for Business ProcessesStefan Luettgen, Alexander Seeliger, Timo Nolle, Max Mühlhäuser. 162-174 [doi]
- Supervised Conformance Checking Using Recurrent Neural Network ClassifiersJari Peeperkorn, Seppe Vanden Broucke, Jochen De Weerdt. 175-187 [doi]
- Online Anomaly Detection Using Statistical Leverage for Streaming Business Process EventsJonghyeon Ko, Marco Comuzzi. 193-205 [doi]
- Concept Drift Detection on Streaming Data with Dynamic Outlier AggregationLudwig Zellner, Florian Richter, Janina Sontheim, Andrea Maldonado, Thomas Seidl 0001. 206-217 [doi]
- OTOSO: Online Trace Ordering for Structural OverviewsFlorian Richter, Andrea Maldonado, Ludwig Zellner, Thomas Seidl 0001. 218-229 [doi]
- Performance Skyline: Inferring Process Performance Models from Interval EventsAndrea Maldonado, Janina Sontheim, Florian Richter, Thomas Seidl 0001. 230-242 [doi]
- Alignment Approximation for Process TreesDaniel Schuster, Sebastiaan van Zelst, Wil M. P. van der Aalst. 247-259 [doi]
- Stochastic Process Discovery by Weight EstimationAdam Burke, Sander J. J. Leemans, Moe Thandar Wynn. 260-272 [doi]
- Graph-Based Process MiningAmin Jalali 0001. 273-285 [doi]
- A Process Mining Approach to Statistical Analysis: Application to a Real-World Advanced Melanoma DatasetErica Tavazzi, Camille L. Gerard, Olivier Michielin, Alexandre Wicky, Roberto Gatta, Michel A. Cuendet. 291-304 [doi]
- Process Mining of Disease Trajectories in MIMIC-III: A Case StudyGuntur Kusuma, Angelina Kurniati, Ciarán D. McInerney, Marlous Hall, Chris P. Gale, Owen A. Johnson. 305-316 [doi]
- The Need for Interactive Data-Driven Process Simulation in Healthcare: A Case StudyGerhardus van Hulzen, Niels Martin, Benoît Depaire. 317-329 [doi]
- Process Mining on the Extended Event Log to Analyse the System Usage During Healthcare Processes (Case Study: The GP Tab Usage During Chemotherapy Treatments)Angelina Prima Kurniati, Geoff Hall, David C. Hogg, Owen A. Johnson. 330-342 [doi]
- Process Mining on FHIR - An Open Standards-Based Process Analytics Approach for HealthcareEmmanuel Helm, Oliver Krauss, Anna M. Lin, Andreas Pointner, Andreas Schuler, Josef Küng. 343-355 [doi]
- Deriving a Sophisticated Clinical Pathway Based on Patient Conditions from Electronic Health Record DataJungeun Lim, Kidong Kim, Minsu Cho, Hyunyoung Baek, Seok Kim, Hee Hwang, Sooyoung Yoo, Minseok Song 0001. 356-367 [doi]
- Exploration with Process Mining on How Temperature Change Affects Hospital Emergency DepartmentsJuan José Lull, Onur Dogan 0001, Angeles Celda, Jesús Mandingorra, Lenin Lemus, Miguel Ángel Mateo Pla, Javier F. Urchueguía, Gema Ibáñez-Sánchez, Vicente Traver, Carlos Fernández-Llatas. 368-379 [doi]
- Towards Quantifying Privacy in Process MiningMajid Rafiei, Wil M. P. van der Aalst. 385-397 [doi]