Process Analytics

Onderzoeksoutput

Onderzoeksoutput per jaar 1969 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2025

• 1345 Conferentiebijdrage
• 527 Tijdschriftartikel
• 279 Rapport
• 175 Hoofdstuk
• 268 Meer
  • 82 Boekredactie
  • 60 Dissertatie 1 (Onderzoek TU/e / Promotie TU/e)
  • 20 Editorial
  • 18 Voorwoord/editorial
  • 14 computerprogramma software
  • 13 Boek
  • 8 Paper
  • 8 Overige bijdrage
  • 7 EngD Thesis
  • 6 Poster
  • 6 Preprint
  • 5 Inaugurale/afscheids rede
  • 5 Dissertatie 2 (Onderzoek NIET TU/e / Promotie TU/e)
  • 4 Abstract
  • 4 Dissertatie 4 (Onderzoek NIET TU/e / Promotie NIET TU/e)
  • 2 Other
  • 2 Artikel recenseren
  • 1 Congresartikel
  • 1 Kort overzicht
  • 1 Octrooi-publicatie
  • 1 Werkdocument

Onderzoeksoutput per jaar

Onderzoeksoutput per jaar

Zoekresultaten

• 2025

  Autoencoder-Based Detection of Delays, Handovers and Workloads over High-Level Events

  Verwijst, I., Mennens, R., Scheepens, R. & Hassani, M. (Corresponderende auteur), 14 feb. 2025, Cooperative Information Systems: 30th International Conference, CoopIS 2024, Porto, Portugal, November 19–21, 2024, Proceedings. Comuzzi, M., Grigori, D., Sellami, M. & Zhou, Z. (uitgave). Cham: Springer, blz. 111-128 18 blz. (Lecture Notes in Computer Science (LNCS); vol. 15506).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Process Mining 100%
  • Autoencoder 100%
  • Detection Method 100%
  • handover delay 100%
  • Machine Learning Approach 50%

• Handling Catastrophic Forgetting: Online Continual Learning for Next Activity Prediction

  Verbeek, T. & Hassani, M. (Corresponderende auteur), 14 feb. 2025, Cooperative Information Systems - 30th International Conference, CoopIS 2024, Proceedings: 30th International Conference, CoopIS 2024, Porto, Portugal, November 19–21, 2024, Proceedings. Comuzzi, M., Grigori, D., Sellami, M. & Zhou, Z. (uitgave). Cham: Springer, blz. 225-242 18 blz. (Lecture Notes in Computer Science (LNCS); vol. 15506).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Concept Drift 100%
  • Data Distribution 100%
  • Continual Learning 100%
  • Open Source 50%
  • Prediction Accuracy 50%

• Topology-Agnostic Detection of Temporal Money Laundering Flows in Billion-Scale Transactions

  Tariq, H. (Corresponderende auteur) & Hassani, M., 1 jan. 2025, Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2023, Turin, Italy, September 18–22, 2023, Revised Selected Papers, Part V. Meo, R. & Silvestri, F. (uitgave). Cham: Springer, blz. 402-419 18 blz. (Communications in Computer and Information Science (CCIS); vol. 2137).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Money Launderers 100%

• Unsupervised Anomaly Detection of Prefixes in Event Streams Using Online Autoencoders

  Musaj, Z. & Hassani, M. (Corresponderende auteur), 14 feb. 2025, Cooperative Information System: 30th International Conference, CoopIS 2024, Porto, Portugal, November 19–21, 2024, Proceedings. Comuzzi, M., Grigori, D., Sellami, M. & Zhou, Z. (uitgave). Cham: Springer, blz. 93-110 18 blz.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Word2vec 100%
  • Sequence Pattern 100%
  • One-Hot Encoding 100%
• 2024

  A Framework to Support the Validation of Process Mining Inquiries

  Zerbato, F. (Corresponderende auteur), Franceschetti, M. & Weber, B., 30 aug. 2024, Business Process Management Forum: BPM 2024 Forum, Krakow, Poland, September 1–6, 2024, Proceedings. Marella, A., Resinas, M., Jans, M. & Rosemann, M. (uitgave). Cham: Springer, blz. 249-266 18 blz. ( Lecture Notes in Business Information Processing (LNBIP); vol. 526).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Process Mining 100%
  • Support Process 33%
  • Validation Process 33%
  • Analytical Process 33%

• An Experiment on Transfer Learning for Suffix Prediction on Event Logs

  van Luijken, M., Ketykó, I. & Mannhardt, F. (Corresponderende auteur), 11 jan. 2024, Business Process Management Workshops: BPM 2023 International Workshops, Utrecht, The Netherlands, September 11–15, 2023, Revised Selected Papers. De Weerdt, J. & Pufahl, L. (uitgave). Cham: Springer, blz. 31-43 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 492).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Transfer Learning 100%
  • Starting Point 28%
  • Process Monitoring 28%
  • Deep Learning 28%
  • Process Instance 14%
  2 Citaten (Scopus)

  3 Downloads (Pure)

• A Universal Approach to Feature Representation in Dynamic Task Assignment Problems

  Lo Bianco, R. (Corresponderende auteur), Dijkman, R. M. & Nuijten, W. P. M., 30 aug. 2024, Business Process Management Forum: BPM 2024 Forum, Krakow, Poland, September 1-6, 2024, Proceedings. Marrella, A., Resinas, M., Jans, M. & Rosemann, M. (uitgave). Cham: Springer, blz. 197-213 17 blz.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Assignment Problem 100%
  • Feature Representation 100%
  • And-States 66%
  • State of the Art 50%
  • Petri Net 50%

• Autoencoder-based Continual Outlier Correlation Detection for Real-Time Traffic Flow Prediction

  Choudhary, H. & Hassani, M., 21 mei 2024, SAC '24: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing. New York: Association for Computing Machinery, Inc, blz. 218-220 3 blz.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Traffic Flow Prediction 100%
  • Autoencoder 100%
  • Traffic Prediction 50%
  • Modeling Framework 25%
  • Performance Model 25%

• Clinical Event Knowledge Graphs: Enriching Healthcare Event Data with Entities and Clinical Concepts - Research Paper

  Aali, M. N. (Corresponderende auteur), Mannhardt, F. & Toussaint, P. J., 13 apr. 2024, Process Mining Workshops: ICPM 2023 International Workshops, Rome, Italy, October 23–27, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (uitgave). Cham: Springer, blz. 296-308 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 503).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Research Paper 100%
  • Concept Research 100%
  • Knowledge Graph 100%
  • Nomenclature 100%
  • Process Mining 66%
  1 Citaat (Scopus)

  5 Downloads (Pure)

• Decomposing Process Performance based on Actor Behavior

  Klijn, E. L., Tentina, I., Fahland, D. & Mannhardt, F., 25 sep. 2024, 2024 6th International Conference on Process Mining, ICPM 2024. Lu, X., Pufahl, L. & Song, M. (uitgave). Institute of Electrical and Electronics Engineers, blz. 129-136 8 blz. 10680657

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Control Flow 100%
  • Process Performance 100%
  • Performance Measure 66%
  • Process Mining 33%
  • Loan Application Process 33%

• Discovery of Object-Centric Declarative Models

  Christfort, A. K. F., Rivkin, A., Fahland, D., Hildebrandt, T. T. & Slaats, T., 25 sep. 2024, 2024 6th International Conference on Process Mining, ICPM 2024. Lu, X., Pufahl, L. & Song, M. (uitgave). Institute of Electrical and Electronics Engineers, blz. 121-128 8 blz. 10680680

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Application Log 100%

• Event Knowledge Graphs for Auditing: A Case Study

  Klijn, E. L., Preuss, D., Imeri, L., Baumann, F., Mannhardt, F. & Fahland, D. (Corresponderende auteur), 13 apr. 2024, Process Mining Workshops: ICPM 2023 International Workshops, Rome, Italy, October 23–27, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (uitgave). Cham: Springer, blz. 84-97 14 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 503).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Process Mining 100%
  • Case Study 100%
  • Knowledge Graph 100%
  • Use Case 25%
  • Scientific Visualization 25%
  14 Downloads (Pure)

• Experience-Based Resource Allocation for Remaining Time Optimization

  Padella, A., Mannhardt, F., Vinci, F., De leoni, M. & Vanderfeesten, I., 2 sep. 2024, Business Process Management: 22nd International Conference, BPM 2024, Krakow, Poland, September 1–6, 2024, Proceedings. Marrella, A., Resinas, M., Jans, M. & Rosemann, M. (uitgave). Cham: Springer, blz. 345-362 18 blz. (Lecture Notes in Computer Science (LNCS); vol. 14940).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Resource Allocation 100%
  • Workload Distribution 66%
  • Process Instance 66%
  • Running Process Instance 33%
  • Process Improvement 33%
  1 Citaat (Scopus)

  1 Downloads (Pure)

• Explainable Object-Centric Anomaly Detection: the Role of Domain Knowledge

  Berti, A. (Corresponderende auteur), Jessen, U., van der Aalst, W. M. P. & Fahland, D., 2024, BPM-D 2024: Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum at BPM 2024 co-located with 22nd International Conference on Business Process Management (BPM 2024) Krakow, Poland, September 1st to 6th, 2024. CEUR-WS.org, blz. 162-168 7 blz. (CEUR Workshop Proceedings; vol. 3758).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Anomaly Detection 100%
  • Domain Knowledge 100%
  • Enterprise Resource Planning 25%
  • In-Process 25%
  • Process Mining 25%
  43 Downloads (Pure)

• Implementing Object-Centric Event Data Models in Event Knowledge Graphs

  Swevels, A. (Corresponderende auteur), Fahland, D. & Montali, M., 13 apr. 2024, Process Mining Workshops: ICPM 2023 International Workshops, Rome, Italy, October 23–27, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (uitgave). Cham: Springer, blz. 431-443 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 503).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Data Model 100%
  • Knowledge Graph 100%
  • Ontology 50%
  • Operational Data 50%
  • Process Mining 50%
  2 Citaten (Scopus)

  3 Downloads (Pure)

• Multi-perspective Concept Drift Detection: Including the Actor Perspective

  Klijn, E. L. (Corresponderende auteur), Mannhardt, F. & Fahland, D., 3 jun. 2024, Advanced Information Systems Engineering: 36th International Conference, CAiSE 2024, Limassol, Cyprus, June 3–7, 2024, Proceedings. Guizzardi, G., Santoro, F., Mouratidis, H. & Soffer, P. (uitgave). Cham: Springer, blz. 141-157 17 blz. (Lecture Notes in Computer Science (LNCS); vol. 14663).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Concept Drift Detection 100%
  • Concept Drift 50%
  • In-Process 25%
  • Control Flow 25%
  • Process Execution 25%
  2 Citaten (Scopus)

  7 Downloads (Pure)

• Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems

  Smit, I. G., Wu, Y. (Corresponderende auteur), Troubil, P., Zhang, Y. & Nuijten, W. P. M., 18 dec. 2024, (Geaccepteerd/In druk) The 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25). AAAI Press

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Bestand
  8 Downloads (Pure)

• Online Next Activity Prediction Under Concept Drifts

  Kosciuszek, T. & Hassani, M. (Corresponderende auteur), 1 jun. 2024, Advanced Information Systems Engineering Workshops: CAiSE 2024 International Workshops, Limassol, Cyprus, June 3–7, 2024, Proceedings. Almeida, J. P. A., Di Ciccio, C. & Kalloniatis, C. (uitgave). Cham: Springer, blz. 335-346 12 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 521).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Concept Drift 100%
  • Maintenance Process 50%
  • Weibull Distribution 50%
  • Concept Drift Detection 50%
  • Prediction Framework 50%
  2 Citaten (Scopus)

  1 Downloads (Pure)

• Online Prediction Threshold Optimization Under Semi-deferred Labelling

  Spenrath, Y. (Corresponderende auteur), Hassani, M. & van Dongen, B. F., 2024, EDBT/ICDT-WS 2024 : EDBT/ICDT 2024 Workshops: Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference. Palpanas, T. & Jagadish, H. V. (uitgave). CEUR-WS.org, 8 blz. (CEUR Workshop Proceedings; vol. 3651).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Prediction Model 100%
  • Unsupervised Learning 100%

• The CEKG: A Tool for Constructing Event Graphs in the Care Pathways of Multi-Morbid Patients

  Aali, M. N. (Corresponderende auteur), Mannhardt, F. & Toussaint, P. J., 2024, Doctoral Consortium and Demo Track 2024 at the International Conference on Process Mining 2024 co-located with the 6th International Conference on Process Mining (ICPM 2024) Copenhagen, Denmark, October 15, 2024. De Weerdt, J., Meroni, G., van der Aa, H. & Winter, K. (uitgave). CEUR-WS.org, 6 blz. 365. (CEUR Workshop Proceedings; vol. 3783).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Mapping Function 100%
  2 Downloads (Pure)

• The Quest for the Comprehensive Customer Journey - A Case Study from a C2C Marketplace

  Mannhardt, F. (Corresponderende auteur), Halvorsrud, R., Meironas, O. & Brurok, L., 1 sep. 2024, Business Process Management: Blockchain, Robotic Process Automation, Central and Eastern European, Educators and Industry Forum: BPM 2024 Blockchain, RPA, CEE, Educators and Industry Forum, Krakow, Poland, September 1–6, 2024, Proceedings. Di Ciccio, C., Fdhila, W., Agostinelli, S., Amyot, D., Leopold, H., Krčál, M., Malinova Mandelburger, M., Polančič, G., Tomičić-Pupek, K., Gdowska, K., Grisold, T., Sliż, P., Beerepoot, I., Gabryelczyk, R. & Plattfaut, R. (uitgave). Cham: Springer, blz. 451-461 11 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 527).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Case Study 100%
  • Service Provider 100%
  • Process Mining 50%
  • Data Integration 50%
  • Integrating Data 50%

• Using Human Mobility Patterns to Forecast Outliers in Citizen Complaints Data

  Bolta, V. & Hassani, M., 22 jan. 2024, 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (uitgave). Institute of Electrical and Electronics Engineers, blz. 5166-5175 10 blz. 10386331

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Temporal Dimension 100%
  • Citizen Complaint 100%
  • Primary Stream 100%
  • Early Research 50%
  • Spatiotemporal Data 50%
  2 Downloads (Pure)
• 2023

  Action-Evolution Petri Nets: a Framework for Modeling and Solving Dynamic Task Assignment Problems

  Lo Bianco, R., Dijkman, R. M., Nuijten, W. P. M. & van Jaarsveld, W. L., 1 sep. 2023, Business Process Management: 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11–15, 2023, Proceedings. Di Francescomarino, C., Burattin, A., Janiesch, C. & Sadiq, S. (uitgave). Cham: Springer, blz. 216-231 16 blz. (Lecture Notes in Computer Science (LNCS); vol. 14159).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Assignment Problem 100%
  • Petri Net 100%
  • Optimal Assignment 33%
  • Reinforcement Learning 16%
  • Markov Decision Process 16%
  3 Citaten (Scopus)

  4 Downloads (Pure)

• Aggregating Event Knowledge Graphs for Task Analysis

  Klijn, E. L. (Corresponderende auteur), Mannhardt, F. & Fahland, D., 26 mrt. 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Springer, blz. 493-505 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Task Execution 100%
  • In-Process 50%
  • Data Model 50%
  • Process Mining 50%
  • Behavioral Feature 50%
  4 Citaten (Scopus)

  8 Downloads (Pure)

• Building User Journey Games from Multi-party Event Logs

  Kobialka, P. (Corresponderende auteur), Mannhardt, F., Tapia Tarifa, S. L. & Johnsen, E. B., 26 mrt. 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Springer, blz. 71-83 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Decision Boundary 100%
  • Provider Service 66%
  • User Perspective 33%
  • User Interaction 33%
  • Process Mining 33%
  4 Citaten (Scopus)

  1 Downloads (Pure)

• Can we Learn from Outliers? Unsupervised Optimization of Intelligent Vehicle Traffic Management Systems

  Mertens, T. & Hassani, M., 18 mrt. 2023, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part VI. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (uitgave). Springer, blz. 521-537 17 blz. (Lecture Notes in Computer Science (LNCS); vol. 13718).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Traffic Management System 100%
  • Traffic Flow Prediction 100%
  • Traffic Network 50%
  • Existing Traffic 50%
  • Normal Traffic 50%
  1 Citaat (Scopus)

  5 Downloads (Pure)

• Detecting Complex Anomalous Behaviors in Business Processes: A Multi-perspective Conformance Checking Approach

  Mozafari Mehr, A. S. (Corresponderende auteur), M. de Carvalho, R. & van Dongen, B., 26 mrt. 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Cham: Springer, blz. 44-56 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Business Process 100%
  • Anomalous Behavior 100%
  • Anomaly Detection 50%
  • Open Source 25%
  • Control Flow 25%
  3 Citaten (Scopus)

  2 Downloads (Pure)

• Do Process Analysts Care About the Metadata of Event Logs?

  Zhou, H., Zerbato, F., Weber, B., Indulska, M. & Sadiq, S., 2023, ACIS.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

• Early Predicting the Need for Aftercare Based on Patients Events from the First Hours of Stay – A Case Study

  Dubbeldam, A. L. (Corresponderende auteur), Ketykó, I., de Carvalho, R. M. & Mannhardt, F., 26 mrt. 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Springer, blz. 366-377 12 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Case Study 100%
  • Patient 100%
  • Aftercare 80%
  • Hospital 60%
  • Therapeutic Procedure 40%
  3 Downloads (Pure)

• Generating Event Logs with CPN IDE

  Verbeek, E. & Fahland, D., 2023, ICPM-DCDT 2023 : Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining: 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023). van der Werf, J. M. E. M., Cabanillas, C., Leotta, F. & Genga, L. (uitgave). CEUR-WS.org, 4 blz. (CEUR Workshop Proceedings; vol. 3648).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Colored Petri Net 100%
  • Single Variable 100%

• Inferring Missing Entity Identifiers from Context Using Event Knowledge Graphs

  Swevels, A., Dijkman, R. M. & Fahland, D., 2023, Business Process Management: 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11–15, 2023, Proceedings. Di Francescomarino, C., Burattin, A., Janiesch, C. & Sadiq, S. (uitgave). Cham: Springer, blz. 180-197 18 blz. (Lecture Notes in Computer Science (LNCS); vol. 14159).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Physical Context 100%
  • Inference Rule 100%
  • Entity Identifier 100%
  • Physical Object 100%
  • Physical Constraint 100%
  2 Citaten (Scopus)

  2 Downloads (Pure)

• Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve?

  de Leoni, M., Vinci, F. (Corresponderende auteur), Leemans, S. J. J. & Mannhardt, F., 1 sep. 2023, Business Process Management: 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11–15, 2023, Proceedings. Di Francescomarino, C., Burattin, A., Janiesch, C. & Sadiq, S. (uitgave). Cham: Springer, blz. 129-145 17 blz. (Lecture Notes in Computer Science (LNCS); vol. 14159).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Simulation Mode 100%
  • Process State 100%
  • Business Process 50%
  • Simulation Model 50%
  • Process Instance 25%
  5 Citaten (Scopus)

• Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking

  Mannhardt, F., Leemans, S. J. J., Schwanen, C. T. & de Leoni, M., 2023, Application and Theory of Petri Nets and Concurrency - 44th International Conference, PETRI NETS 2023, Proceedings. Gomes, L. & Lorenz, R. (uitgave). Springer, blz. 77-98 22 blz. (Lecture Notes in Computer Science; vol. 13929).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Data Modelling 100%
  • Process Discovery 100%
  • Stochastic Petri Net 100%
  • Petri Net 100%
  • Business Process 50%
  6 Citaten (Scopus)

• Object-Centric Process Mining (and More) Using a Graph-Based Approach With PromG

  Swevels, A., Klijn, E. L. & Fahland, D., 2023, ICPM-D 2023 : ICPM Doctoral Consortium and Demo Track 2023: Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023). van der Werf, J. M. E. M., Cabanillas, C., Leotta, F. & Genga, L. (uitgave). CEUR-WS.org, 5 blz. (CEUR Workshop Proceedings; vol. 3648).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Process Mining 100%
  • Process Mining Technique 100%
  • Process Model 50%
  • Neo4j 50%
  • Related Concept 50%
  4 Downloads (Pure)

• Predicting Activities of Interest in the Remainder of Customer Journeys Under Online Settings

  Wolters, L. (Corresponding author-nrf) & Hassani, M., 26 mrt. 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Cham: Springer, blz. 145-157 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Sliding Window 100%
  • High Importance 100%
  • Prediction Model 100%
  • Process Mining Technique 100%
  • Main Behavior 100%
  2 Citaten (Scopus)

  1 Downloads (Pure)

• Predicting Patient Care Acuity: An LSTM Approach for Days-to-day Prediction

  Bekelaar, J. W. R. (Corresponderende auteur), Luime, J. J. & de Carvalho, R. M., 26 mrt. 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Cham: Springer, blz. 378-390 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Hospital 100%
  • Nursing Shortage 100%
  • Patient Care 100%
  • Job Satisfaction 50%
  • Patient Satisfaction 50%
  5 Downloads (Pure)

• PrefixCDD: Effective Online Concept Drift Detection over Event Streams using Prefix Trees.

  Huete, J., Qahtan, A. A. & Hassani, M., 2023, COMPSAC. Shahriar, H., Teranishi, Y., Cuzzocrea, A., Sharmin, M., Towey, D., Majumder, A. J. A., Kashiwazaki, H., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (uitgave). blz. 328-333 6 blz.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Data Stream 100%
  • Concept Drift Detection 100%
  • Prefix Tree 100%
  • Process Data 66%
  • Process Mining 66%
  7 Citaten (Scopus)

• Process Mining from Jira Issues at a Large Company

  Coremans, B., Klomp, A. L., Rukmono, S. A., Krüger, J., Fahland, D. & Chaudron, M. R. V., 11 dec. 2023, 2023 IEEE International Conference on Software Maintenance and Evolution, ICSME 2023. Institute of Electrical and Electronics Engineers, blz. 425-435 11 blz. 10336283

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Process Mining 100%
  • Process Mining Technique 100%
  • Version Control 100%
  • Software Systems 50%
  • Process Activity 50%
  184 Downloads (Pure)

• Supporting Provenance and Data Awareness in Exploratory Process Mining

  Zerbato, F. (Corresponderende auteur), Burattin, A., Völzer, H., Becker, P. N., Boscaini, E. & Weber, B., 8 jun. 2023, Advanced Information Systems Engineering. CAiSE 2023. Indulska, M., Reinhartz-Berger, I., Cetina, C. & Pastor, O. (uitgave). Springer, blz. 454-470 17 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13901 LNCS).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Process Mining 100%
  • Reproducibility 33%
  • Analysis Process 33%
  8 Citaten (Scopus)

• The Interplay Between High-Level Problems and the Process Instances that Give Rise to Them

  Bakullari, B. (Corresponderende auteur), van Thoor, J., Fahland, D. & van der Aalst, W. M. P., 1 sep. 2023, Business Process Management Forum: BPM 2023 Forum, Utrecht, The Netherlands, September 11–15, 2023, Proceedings. Di Francescomarino, C., Burattin, A., Janiesch, C. & Sadiq, S. (uitgave). Cham: Springer, blz. 145-162 18 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 490).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Process Instance 100%
  • Business Process 100%
  • Loan Application Process 33%
  2 Citaten (Scopus)

• Why are my Pizzas late?

  Fahland, D., Fournier, F., Limonad, L., Skarbovsky, I. & Swevels, A. J. E., 19 aug. 2023, PMAI 2023 : Process Management in the AI Era 2023: Proceedings of the 2nd International Workshop on Process Management in the AI Era (PMAI 2023), co-located with 31st International Joint Conference on Artificial Intelligence (IJCAI 2023). Fournier, F., Limonad, L., de Leoni, M., Guzzo, A., Marrella, A. & Soffer, P. (uitgave). CEUR-WS.org, blz. 25-28 4 blz. (CEUR Workshop Proceedings; vol. 3569).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Process Discovery 100%
  • Causal Process 66%
  • Large Language Model 66%
  • Machine Learning 33%
  • Explainable Artificial Intelligence 33%
  1 Citaat (Scopus)
• 2022

  Aligning Event Logs to Resource-Constrained ν -Petri Nets

  Sommers, D., Sidorova, N. & van Dongen, B., 2022, Application and Theory of Petri Nets and Concurrency - 43rd International Conference, PETRI NETS 2022, Proceedings. Bernardinello, L. & Petrucci, L. (uitgave). Springer, blz. 325-345 21 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13288 LNCS).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Petri Net 100%
  • Shared Resource 75%
  • Checking Technique 25%
  • Resource Isolation 25%
  3 Citaten (Scopus)

• An Association Rule Mining-Based Framework for the Discovery of Anomalous Behavioral Patterns

  Mozafari Mehr, A. S., M. de Carvalho, R. & van Dongen, B., 2022, Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Proceedings. Chen, W., Yao, L., Cai, T., Pan, S., Shen, T. & Li, X. (uitgave). Springer, blz. 397-412 16 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13725 LNAI).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Association Rules 100%
  • Behavioral Pattern 100%
  • Business Process 66%
  • Data Access 33%
  • Process Execution 33%

• An insight to nurse workload: predicting activities in the next shift and analyzing bedside alarms influence

  de Carvalho, R. M., Nguyen, H., Heetveld, M. & Luime, J., 2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022. Bui, T. X. (uitgave). IEEE Computer Society, blz. 4108-4117 10 blz.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Health Care Organization 100%
  • Nursing Shortage 100%
  • Hospital Organization 100%

• BitBooster: Effective Approximation of Distance Metrics via Binary Operations

  Spenrath, Y., Hassani, M. & Van Dongen, B. F., 27 jun. 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J.-J. & Shahriar, H. (uitgave). Institute of Electrical and Electronics Engineers, blz. 201-210 10 blz.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Approximation (Algorithm) 100%
  • Distance Metric 100%
  • Binary Operation 100%
  • Euclidean Distance 100%
  • Density 100%

• Conformance Checking: A Systemic View.

  Dongen, B. F. V., 2022, Business Process Management Workshops - BPM 2021 International Workshops, Revised Selected Papers. Marrella, A. & Weber, B. (uitgave). blz. 61-72 12 blz. (Lecture Notes in Business Information Processing; vol. 436 LNBIP).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Process Model 100%
  • Theoretic Framework 100%
  • Process Mining 100%
  • Single Instance 100%
  2 Citaten (Scopus)

• Defining Meaningful Local Process Models

  Brunings, M., Fahland, D. & van Dongen, B., 2022, Transactions on Petri Nets and Other Models of Concurrency XVI. Koutny, M., Kordon, F. & Moldt, D. (uitgave). Springer, blz. 24-48 25 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13220 LNCS).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Process Model 100%
  • Process Discovery 10%
  • Working Process 10%
  3 Citaten (Scopus)

• Defining Meaningful Local Process Models.

  Brunings, M., Fahland, D. & Dongen, B. F. V., 2022, Transactions on Petri Nets and Other Models of Concurrency XVI. Koutny, M., Kordon, F. & Moldt, D. (uitgave). Springer, blz. 24-48 25 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13220 LNCS).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Process Model 100%
  • Process Discovery 10%
  • Working Process 10%
  3 Citaten (Scopus)

• Discover Context-Rich Local Process Models (Extended Abstract)

  Brunings, M., Fahland, D. & Verbeek, E., 2022, ICPM 2022 Doctoral Consortium and Demo Track 2022: Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 (ICPM-D 2022), Bolzano, Italy, October, 2022. Hassani, M., Koschmider, A., Comuzzi, M., Maggi, F. M. & Pufahl, L. (uitgave). CEUR-WS.org, blz. 100-103 4 blz. 21. (CEUR Workshop Proceedings; vol. 3299).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Process Model 100%
  • Quality Measure 16%
  119 Downloads (Pure)

• Discovering an S-Coverable WF-net using DiSCover

  Verbeek, H. M. W., 2022, Proceedings of the 2022 4th International Conference on Process Mining (ICPM 2022). Burattin, A., Polyvyanyy, A. & Weber, B. (uitgave). IEEE Press, blz. 64-71 8 blz.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  • State Machine 100%
  • Process Discovery 100%
  • Exist Algorithm 100%
  • Visible Transition 100%
  2 Citaten (Scopus)