Process Analytics

Onderzoeksoutput

Onderzoeksoutput per jaar 1982 2004 2006 2007 2008 2024

• 699 Conferentiebijdrage
• 241 Tijdschriftartikel
• 129 Rapport
• 65 Hoofdstuk
• 137 Meer
  • 57 Boekredactie
  • 24 Dissertatie 1 (Onderzoek TU/e / Promotie TU/e)
  • 9 Voorwoord/editorial
  • 9 Editorial
  • 6 Poster
  • 6 EngD Thesis
  • 5 Dissertatie 2 (Onderzoek NIET TU/e / Promotie TU/e)
  • 4 Boek
  • 4 Dissertatie 4 (Onderzoek NIET TU/e / Promotie NIET TU/e)
  • 4 Preprint
  • 3 Paper
  • 2 computerprogramma software
  • 1 Inaugurale/afscheids rede
  • 1 Abstract
  • 1 Overige bijdrage
  • 1 Werkdocument

Onderzoeksoutput per jaar

Onderzoeksoutput per jaar

Zoekresultaten

• 2024

  An Experiment on Transfer Learning for Suffix Prediction on Event Logs

  van Luijken, M., Ketykó, I. & Mannhardt, F., 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). Springer, blz. 31-43 13 blz. (Lecture Notes in Business Information Processing; vol. 492 LNBIP).

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

  • Transfer Learning 100%
  • Starting Point 28%
  • Process Monitoring 28%
  • Deep Learning 28%
  • Process Instance 14%

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

  Choudhary, H. & Hassani, M., 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. blz. 218-220 3 blz.

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

  • 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., Mannhardt, F. & Toussaint, P. J., 2024, Process Mining Workshops - ICPM 2023 International Workshops, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (uitgave). blz. 296-308 13 blz. (Lecture Notes in Business Information Processing; vol. 503 LNBIP).

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

  • Process Mining 100%
  • Research Paper 100%
  • Concept Research 100%
  • Nomenclature 100%
  • Related Question 50%

• Customer journeys and process mining – challenges and opportunities

  Halvorsrud, R., Mannhardt, F., Prillard, O. & Boletsis, C., 1 jan. 2024, International Conference on Exploring Service Science (IESS 2.4). Vol. 62. blz. 05002 (ITM Web of Conferences).

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

  Open Access

• Event Knowledge Graphs for Auditing: A Case Study.

  Klijn, E. L., Preuss, D., Imeri, L., Baumann, F., Mannhardt, F. & Fahland, D., 2024, Process Mining Workshops - ICPM 2023 International Workshops, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (uitgave). blz. 84-97 14 blz. (Lecture Notes in Business Information Processing; vol. 503 LNBIP).

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

  • Process Mining 100%
  • Case Study 100%
  • Use Case 25%
  • Data Visualization 25%
  • Internal Control 25%

• 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. Chapter 20. (Lecture Notes in Computer Science (LNCS); vol. 14940).

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

  • Resource Allocation 100%
  • Workload Distribution 66%
  • Process Instance 66%
  • Running Process Instance 33%
  • Process Improvement 33%

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

  Klijn, E. L., Mannhardt, F. & Fahland, D., 2024, Advanced Information Systems Engineering - 36th International Conference, CAiSE 2024, Proceedings. Guizzardi, G., Santoro, F., Mouratidis, H. & Soffer, P. (uitgave). blz. 141-157 17 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14663 LNCS).

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

  • Concept Drift Detection 100%
  • Concept Drift 50%
  • In-Process 25%
  • Control Flow 25%
  • Process Execution 25%

• Online Prediction Threshold Optimization Under Semi-deferred Labelling

  Spenrath, Y., Hassani, M. & van Dongen, B. F., 2024, 8th International workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP). Palpanas, T. & Jagadish, H. V. (uitgave). CEUR-WS.org, (CEUR Workshop Proceedings; vol. 3651).

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

  Open Access

  • Prediction Model 100%
  • Unsupervised Learning 100%

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

  Mannhardt, F., Halvorsrud, R., Meironas, O. & Brurok, L., 1 sep. 2024, Business Process Management: Blockchain, Robotic Process Automation, Central and Eastern European, Educators and Industry Forum. Vol. 527. blz. 451-461 Chapter 33. (Lecture Notes in Business Information Processing; vol. 527).

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
• 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%
  1 Citaat (Scopus)

  3 Downloads (Pure)

• Aggregating Event Knowledge Graphs for Task Analysis

  Klijn, E. L., Mannhardt, F. & Fahland, D., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Springer, blz. 493-505 13 blz. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).

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

  Open Access

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

• Building User Journey Games from Multi-party Event Logs

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

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

  Open Access

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

• 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

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

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

  Mozafari Mehr, A. S., M. de Carvalho, R. & van Dongen, B., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Springer, blz. 44-56 13 blz. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).

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

  Open Access

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

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

  Dubbeldam, A. L., Ketykó, I., de Carvalho, R. M. & Mannhardt, F., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Springer, blz. 366-377 12 blz. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).

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

  Open Access

  • Case Study 100%
  • Patient 100%
  • Aftercare 80%
  • Hospital 60%
  • Therapeutic Procedure 40%

• Generating Event Logs with CPN IDE

  Verbeek, E. & Fahland, D., 2023, Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining, ICPM-DCDT 2023. (CEUR Workshop Proceedings; vol. 3648).

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

  • Colored Petri Net 100%
  • Single Variable 100%

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

  de Leoni, M., Vinci, F., Leemans, S. J. J. & Mannhardt, F., 2023, Business Process Management - 21st International Conference, BPM 2023, Proceedings. Di Francescomarino, C., Burattin, A., Janiesch, C. & Sadiq, S. (uitgave). Springer, blz. 129-145 17 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14159 LNCS).

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

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

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

  Wolters, L. & Hassani, M., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). blz. 145-157 13 blz. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).

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

  Open Access

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

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

  Bekelaar, J. W. R., Luime, J. J. & de Carvalho, R. M., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Springer, blz. 378-390 13 blz. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).

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

  Open Access

  • Hospital 100%
  • Nursing Shortage 100%
  • Patient Care 100%
  • Job Satisfaction 50%
  • Patient Satisfaction 50%

• 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%
  3 Citaten (Scopus)

• Smart Selection of Useful Insights from Wearables

  Susaiyah, A., Harma, A., Balloccu, S., Reiter, E. & Petkovic, M., 2023, ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings. Institute of Electrical and Electronics Engineers, (ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings).

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

  • User Preference 100%
  • High Dimensionality 100%
  • Neural Network Model 100%
  • Smart Selection 100%
  • Natural Language Processing 100%

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

  Bakullari, B., Thoor, J. V., Fahland, D. & Aalst, W. M. P. V. D., 2023, Business Process Management Forum - BPM 2023 Forum, Proceedings. Di Francescomarino, C., Burattin, A., Janiesch, C. & Sadiq, S. (uitgave). blz. 145-162 18 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 490).

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

  • Process Instance 100%
  • Business Process 100%
  • Loan Application Process 33%
  1 Citaat (Scopus)

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

  Bolta, V. & Hassani, M., 2023, Proceedings - 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). blz. 5166-5175 10 blz.

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

  • Temporal Dimension 100%
  • Citizen Complaint 100%
  • Primary Stream 100%
  • Early Research 50%
  • Spatiotemporal Data 50%
• 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%
  2 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%
  31 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)

• Discovering Care Pathways for Multi-morbid Patients Using Event Graphs

  Aali, M. N., Mannhardt, F. & Toussaint, P. J., 2022, Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers.. Munoz-Gama, J. & Lu, X. (uitgave). Springer, blz. 352-364 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 433).

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

  Open Access

  • Research Question 100%
  • Process Mining 100%
  • Process Mining Technique 100%
  • Traditional Model 100%
  • Graph Representation 100%
  4 Citaten (Scopus)

• Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection

  Andersen, E., Chiarandini, M., Hassani, M., Janicke, S., Tampakis, P. & Zimek, A., 2022, Proceedings - 2022 23rd IEEE International Conference on Mobile Data Management, MDM 2022. Institute of Electrical and Electronics Engineers, blz. 64-69 6 blz.

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

  • Distance Metric 100%
  • Outlier Detection 100%
  • Bhattacharyya 75%
  • Overflow Traffic 25%
  • Local Outlier Factor 25%
  5 Citaten (Scopus)

• Event Log Sampling for Predictive Monitoring

  Fani Sani, M., Vazifehdoostirani, M., Park, G., Pegoraro, M., van Zelst, S. J. & van der Aalst, W. M. P., 2022, Process Mining Workshops - ICPM 2021 International Workshops, Revised Selected Papers: ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 – November 4, 2021, Revised Selected Papers. Munoz-Gama, J. & Lu, X. (uitgave). Cham: Springer, blz. 154-166 13 blz. (Lecture Notes in Business Information Processing; vol. 433).

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

  Open Access

  Bestand

  • Machine Learning 100%
  • Prediction Model 100%
  • Process Mining 100%
  • Process Instance 100%
  • Prediction Accuracy 100%
  3 Citaten (Scopus)

  155 Downloads (Pure)

• Narration as a Technique to Improve Process Model Comprehension: Tell Me What I Cannot See

  Aysolmaz, B., Cayhani, F. N. & Reijers, H. A., 3 jun. 2022, Advanced Information Systems Engineering: 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings. Franch, X., Poels, G., Gailly, F. & Snoeck, M. (uitgave). Cham: Springer, blz. 407-422 16 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13295 LNCS).

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

  Open Access

  Bestand

  • Process Model 100%
  • Multimedia 16%
  • Learning Process 16%
  • Coding Theory 16%
  • Conceptual Model 16%
  1 Citaat (Scopus)

  126 Downloads (Pure)

• Online Prediction of Aggregated Retailer Consumer Behaviour

  Spenrath, Y., Hassani, M. & van Dongen, B. F., 24 mrt. 2022, Process Mining Workshops - ICPM 2021 International Workshops, Revised Selected Papers. Munoz-Gama, J. & Lu, X. (uitgave). Springer, blz. 211-223 13 blz. (Lecture Notes in Business Information Processing; vol. 433 LNBIP).

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

  Open Access

  • Prediction Model 100%
  • Individual Level 100%
  • Transaction Data 100%
  • Predictive Accuracy 100%
  • Consumer Attitude 100%
  2 Citaten (Scopus)

• Quantifying the Re-identification Risk in Published Process Models.

  Maatouk, K. & Mannhardt, F., 2022, Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers. Munoz-Gama, J. & Lu, X. (uitgave). Springer, Vol. 433. blz. 382-394 13 blz. (Lecture Notes in Business Information Processing (LNBIP)).

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

  Open Access

  • Process Model 100%
  • Reidentification 100%
  • Process Optimization 20%
  • Attackers 20%
  • Sensitive Informations 20%
  2 Citaten (Scopus)

• What Averages Do Not Tell

  Ketykó, I., Mannhardt, F., Hassani, M. & Van Dongen, B. F., 25 apr. 2022, Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, SAC 2022. Association for Computing Machinery, Inc, blz. 1128-1131 4 blz.

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

  • Process Mining 100%
  • Business Process 50%
  • Deep Learning Technique 50%
  • Length Distribution 50%
  • Process Execution 50%
  4 Citaten (Scopus)
• 2021

  Black-box mixed-variable optimisation using a surrogate model that satisfies integer constraints

  Bliek, L., Guijt, A., Verwer, S. & de Weerdt, M., 7 jul. 2021, GECCO'21 : Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, blz. 1851-1859 9 blz.

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

  Open Access

  • Real Life 100%
  • Engineering 100%
  • Surrogate Model 100%
  • Local Optimum 100%
  • Linear Unit 100%
  14 Citaten (Scopus)

• Classifying and Detecting Task Executions and Routines in Processes Using Event Graphs

  Klijn, E. L., Mannhardt, F. & Fahland, D., 2021, Business Process Management Forum, BPM 2021, Proceedings. Polyvyanyy, A., Wynn, M. T., Van Looy, A. & Reichert, M. (uitgave). blz. 212-229 18 blz. (Lecture Notes in Business Information Processing; vol. 427 LNBIP).

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

  Open Access

  • In-Process 100%
  • Task Execution 100%
  • Business Process Management 25%
  • Data Structure 25%
  • Process Mining 25%
  14 Citaten (Scopus)

• Combining Deep Reinforcement Learning with Search Heuristics for Solving Multi-Agent Path Finding in Segment-based Layouts

  Reijnen, R., Zhang, Y., Nuijten, W. P. M., Senaras, C. & Goldak, M., 5 jan. 2021, 2020 IEEE Symposium Series on Computational Intelligence (SSCI 2020). IEEE Press, blz. 2647-2654 8 blz. 9308584

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

  Open Access

  Bestand

  • Search Heuristic 100%
  • Deep Reinforcement Learning 100%
  • multi agent 100%
  • Finding Problem 25%
  • Multiple Agents 12%
  7 Citaten (Scopus)

  537 Downloads (Pure)

• CPN IDE: An Extensible Replacement for CPN Tools That Uses Access/CPN

  Verbeek, E. & Fahland, D., 2021, ICPM 2021 Doctoral Consortium and Demo Track 2021: Proceedings of the ICPM Doctoral Consortium and Demo Track 2021 co-located with 10th International Conference on Process Mining (ICPM 2021). Jans, M., Janssenswillen, G., Kalenkova , A. & Maggi, F. M. (uitgave). CEUR-WS.org, blz. 29-30 2 blz. (CEUR Workshop Proceedings; vol. 3098).

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

  Open Access

  Bestand

  • Process Mining 100%
  • Colored Petri Net 100%
  • Access 100%
  4 Citaten (Scopus)

  315 Downloads (Pure)

• Data-driven Support of Coaches in Professional Cycling using Race Performance Prediction

  Karetnikov, A., Nuijten, W. & Hassani, M., 2021, icSPORTS 2021 - Proceedings of the 9th International Conference on Sport Sciences Research and Technology Support. Pezarat-Correia, P., Vilas-Boas, J. & Cabri, J. (uitgave). SciTePress Digital Library, blz. 43-53 11 blz.

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

  • Open Source 100%
  • Prediction Model 100%
  • Training Session 100%
  • Training Activity 100%
  • Extreme Gradient Boosting 100%
  1 Citaat (Scopus)

• Designing Micro-intelligences for Situated Affective Computing

  Lövei, P., Nazarchuk, I., Aslam, S., Yu, B., Megens, C. J. P. G. & Sidorova, N., 11 nov. 2021, CHIIOT 2021: Workshops on Computer Human Interaction in IoT Applications. Liang, R.-H., Chiumento, A., Pawełczak, P. & Funk, M. (uitgave).

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

  • Affective Computing 100%
  • Internet of Things 50%
  • Annotation 50%
  • Emotional State 50%
  1 Citaat (Scopus)

• Detecting Privacy, Data and Control-Flow Deviations in Business Processes

  Mozafari Mehr, A., Medeiros de Carvalho, R. & van Dongen, B. F., 15 jun. 2021, Intelligent Information Systems - CAiSE Forum 2021, Proceedings. Nurcan, S. & Korthaus, A. (uitgave). Springer, blz. 82-91 10 blz. (Lecture Notes in Business Information Processing; vol. 424 LNBIP).

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

  Bestand

  • Business Process 100%
  • Control Flow 100%
  • Data Privacy 100%
  • Open Source 33%
  • Access Control Policies 33%
  8 Citaten (Scopus)

  91 Downloads (Pure)

• Enhancing LSTM prediction of vehicle traffic flow data via outlier correlations

  Fitters, W., Cuzzocrea, A. & Hassani, M., jul. 2021, Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021. Chan, W. K., Claycomb, B., Takakura, H., Yang, J.-J., Teranishi, Y., Towey, D., Segura, S., Shahriar, H., Reisman, S. & Ahamed, S. I. (uitgave). Institute of Electrical and Electronics Engineers, blz. 210-217 8 blz.

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

  • Long Short-Term Memory Network 100%
  • Traffic Flow Prediction 50%
  • Traffic Network 16%
  • Prediction Model 16%
  • Correlation Analysis 16%
  16 Citaten (Scopus)

• Exploring Task Execution Patterns in Event Graphs

  Klijn, E. L., Mannhardt, F. & Fahland, D., 2021, ICPM 2021 Doctoral Consortium and Demo Track 2021: Proceedings of the ICPM Doctoral Consortium and Demo Track 2021 co-located with 10th International Conference on Process Mining (ICPM 2021). Jans, M., Janssenswillen, G., Kalenkova , A. & Maggi , F. M. (uitgave). CEUR-WS.org, blz. 49-50 2 blz. (CEUR Workshop Proceedings; vol. 3098).

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

  Open Access

  Bestand

  • Task Execution 100%
  • Neo4j 100%
  • Research Organization 50%
  • Process Mining 50%
  • Individual Actor 50%
  1 Citaat (Scopus)

  125 Downloads (Pure)

• From Symbolic RPA to Intelligent RPA: Challenges for Developing and Operating Intelligent Software Robots

  Herm, L. V., Janiesch, C., Reijers, H. A. & Seubert, F., 2021, Business Process Management - 19th International Conference, BPM 2021, Proceedings. Polyvyanyy, A., Wynn, M. T., Van Looy, A. & Reichert, M. (uitgave). Springer, blz. 289-305 17 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12875 LNCS).

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

  • Robot 100%
  • Intelligent Software 100%
  • Cognitive Robotics 100%
  • Artificial Intelligence 50%
  • Process Model 25%
  16 Citaten (Scopus)