Process Analytics

Research output

Content available in repository 1969 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2025

• 1343 Conference contribution
• 526 Article
• 279 Report
• 175 Chapter
• 266 More
  • 81 Book editing
  • 59 Phd Thesis 1 (Research TU/e / Graduation TU/e)
  • 19 Editorial
  • 18 Foreword/editorial
  • 14 Software
  • 13 Book
  • 9 Paper
  • 8 Other contribution
  • 7 EngD Thesis
  • 6 Poster
  • 6 Preprint
  • 5 Inaugural/farewell speech
  • 5 Phd Thesis 2 (Research NOT TU/e / Graduation TU/e)
  • 4 Abstract
  • 4 Phd Thesis 4 Research NOT TU/e / Graduation NOT TU/e)
  • 2 Other
  • 2 Review article
  • 1 Conference article
  • 1 Short survey
  • 1 Patent publication
  • 1 Working paper

Content available in repository

Content available in repository

Search results

• 2025

  Graph neural networks for job shop scheduling problems: A survey

  Smit, I. G., Zhou, J., Reijnen, R., Wu, Y. (Corresponding author), Chen, J., Zhang, C., Bukhsh, Z., Zhang, Y. & Nuijten, W. P. M., Apr 2025, In: Computers and Operations Research. 176, 16 p., 106914.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Job Shop Scheduling Problems 100%
  • Graph Neural Network 100%
  • Neural Network 100%
  • Scheduling Problem 22%
  • Neural Network Architecture 22%
  3 Downloads (Pure)
• 2024

  A Framework to Support the Validation of Process Mining Inquiries

  Zerbato, F. (Corresponding author), 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. (eds.). Cham: Springer, p. 249-266 18 p. ( Lecture Notes in Business Information Processing (LNBIP); vol. 526).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 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. (Corresponding author), 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. (eds.). Cham: Springer, p. 31-43 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 492).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

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

  Lo Bianco, R. (Corresponding author), 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. (eds.). Cham: Springer, p. 197-213 17 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 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., 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. p. 218-220 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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

• Challenges of Anomaly Detection in the Object-Centric Setting: Dimensions and the Role of Domain Knowledge

  Berti, A., Jessen, U., van der Aalst, W. M. P. & Fahland, D., 12 Jul 2024, arXiv.org, 13 p.

  Research output: Working paper › Preprint › Academic

  Open Access

  File

  • Anomaly Detection 100%
  • Domain Knowledge 100%
  • Business Process 25%
  • Process Model 25%
  • Enterprise Resource Planning 25%
  9 Downloads (Pure)

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

  Aali, M. N. (Corresponding author), 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. (eds.). Cham: Springer, p. 296-308 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 503).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

• Comparing Conformance Checking for Decision Mining: An Axiomatic Approach

  Banham, A. (Corresponding author), ter Hofstede, A. H. M., Leemans, S. J. J., Mannhardt, F., Andrews, R. & Wynn, M. T., 2024, In: IEEE Access. 12, p. 60276-60298 23 p., 10504896.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Process Model 100%
  • Process Activity 100%
  • Desirable Property 66%
  • Business Process 33%
  • Considered Model 33%
  13 Downloads (Pure)

• Customer journeys and process mining – challenges and opportunities

  Halvorsrud, R., Mannhardt, F., Prillard, O. & Boletsis, C., 1 Feb 2024, In: ITM Web of Conferences. 62, 13 p., 05002.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  File

  • Process Mining 100%
  • Customer Experience 100%
  • Quality of Service 100%
  • Health Care Delivery 100%
  • Research Question 50%
  8 Downloads (Pure)

• Decomposing Process Performance based on Actor Behavior

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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

• Developing an Interactive Dashboard to Enable Product-based Life Cycle Assessment (LCA)

  Hajialigholikivi, E., 1 Oct 2024, Eindhoven: Technische Universiteit Eindhoven. 45 p.

  Research output: Thesis › EngD Thesis

  Open Access

  File
  5 Downloads (Pure)

• Discovery of Object-Centric Declarative Models

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Application Log 100%

• Enhancing the HealthSuite Workflow Capability: Optimizing Clinical Workflow Modelling and Integrating Virtual Patient

  Chekole, T. G., 7 Oct 2024, Eindhoven: Technische Universiteit Eindhoven. 55 p.

  Research output: Thesis › EngD Thesis

  Open Access

  File
  2 Downloads (Pure)

• Event Knowledge Graphs for Auditing: A Case Study

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Process Mining 100%
  • Case Study 100%
  • Knowledge Graph 100%
  • Use Case 25%
  • Scientific Visualization 25%

• Experience-Based Resource Allocation for Remaining Time Optimization

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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

  1 Downloads (Pure)

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

  Berti, A. (Corresponding author), 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, p. 162-168 7 p. (CEUR Workshop Proceedings; vol. 3758).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

• Graph Neural Networks for Job Shop Scheduling Problems: A Survey

  Smit, I. G., Zhou, J., Reijnen, R., Wu, Y., Chen, J., Zhang, C., Bukhsh, Z., Nuijten, W. P. M. & Zhang, Y., 20 Jun 2024, arXiv.org, 42 p.

  Research output: Working paper › Preprint › Academic

  Open Access

  File

  • Job Shop Scheduling Problems 100%
  • Graph Neural Network 100%
  • Neural Network 100%
  • Scheduling Problem 22%
  • Neural Network Architecture 22%
  125 Downloads (Pure)

• How well can large language models explain business processes?

  Fahland, D., Fournier, F., Limonad, L., Skarbovsky, I. & Swevels, A. J. E., 2024, In: arXiv. abs/2401.12846

  Research output: Contribution to journal › Article › Academic

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

  Swevels, A. (Corresponding author), 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. (eds.). Cham: Springer, p. 431-443 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 503).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

• Insight Generation and Recommendation: Driving Behavior and Systemic Change

  Susaiyah, A. P. S., 11 Sept 2024, Eindhoven: Eindhoven University of Technology. 162 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File

  • Informed Decision 100%
  • Use Case 100%
  • Unstructured Data 100%
  • Sentiment Analysis 100%
  • Structured Data 100%
  26 Downloads (Pure)

• Introducing v0.5 of the AI Safety Benchmark from MLCommons.

  ML Commons, 2024

  Research output: Other contribution › Academic

• Learning Efficient and Fair Policies for Uncertainty-Aware Collaborative Human-Robot Order Picking

  Smit, I. G., Bukhsh, Z., Pechenizkiy, M., Alogariastos, K., Hendriks, K. & Zhang, Y., 9 Apr 2024, arXiv.org, 38 p.

  Research output: Working paper › Preprint › Academic

  Open Access

  File

  • Robot 100%
  • autonomous mobile robot 100%
  • Deep Reinforcement Learning 66%
  • Learning Approach 66%
  • Simulation Model 66%
  24 Downloads (Pure)

• Modelling and Predicting Consumer Behaviour during Supermarket Loyalty Campaigns

  Spenrath, Y., 2 Oct 2024, Eindhoven: Eindhoven University of Technology. 320 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  198 Downloads (Pure)

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

  Klijn, E. L. (Corresponding author), 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. (eds.). Cham: Springer, p. 141-157 17 p. (Lecture Notes in Computer Science (LNCS); vol. 14663).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

• Multi-perspective Conformance Checking: Identifying and Understanding Patterns of Anomalous Behavior

  Mozafari Mehr, A. S., 22 May 2024, Eindhoven: Eindhoven University of Technology. 156 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  206 Downloads (Pure)

• Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems

  Smit, I. G., Wu, Y. (Corresponding author), Troubil, P., Zhang, Y. & Nuijten, W. P. M., 18 Dec 2024, (Accepted/In press) The 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25). AAAI Press

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  File
  3 Downloads (Pure)

• Online Next Activity Prediction Under Concept Drifts

  Kosciuszek, T. & Hassani, M. (Corresponding author), 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. (eds.). Cham: Springer, p. 335-346 12 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 521).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

• Online Prediction Threshold Optimization Under Semi-deferred Labelling

  Spenrath, Y. (Corresponding author), 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. (eds.). CEUR-WS.org, 8 p. (CEUR Workshop Proceedings; vol. 3651).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Prediction Model 100%
  • Unsupervised Learning 100%

• Schro ̈dinger Unitary Cellular Automata

  van Berkel, C. H., de Graaf, J. & van Hee, K. M., 12 Jun 2024, In: arXiv. 2406.08586v1, 2406.08586v1, arXiv:2406.08586v1.

  Research output: Contribution to journal › Article › Academic

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

  Aali, M. N. (Corresponding author), 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. (eds.). CEUR-WS.org, 6 p. 365. (CEUR Workshop Proceedings; vol. 3783).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Mapping Function 100%
  2 Downloads (Pure)

• The Influence of Business Process Management System Implementation on an Organization’s Process Orientation: A Case Study of a Financial Service Provider

  Ozkan, B. (Corresponding author), Koops, M., Türetken, O. & Reijers, H. A., 2024, In: Information Systems Management. 41, 4, p. 377-398 22 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Business Process Management 100%
  • Provider Service 100%
  • System Implementation 100%
  • Orientation Process 100%
  • Case Study 100%
  1 Citation (Scopus)

  84 Downloads (Pure)

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

  Mannhardt, F. (Corresponding author), Halvorsrud, R., Meironas, O. & Brurok, L., 1 Sept 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. (eds.). Cham: Springer, p. 451-461 11 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 527).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 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. (eds.). Institute of Electrical and Electronics Engineers, p. 5166-5175 10 p. 10386331

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Temporal Dimension 100%
  • Citizen Complaint 100%
  • Primary Stream 100%
  • Early Research 50%
  • Spatiotemporal Data 50%
  1 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 Sept 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. (eds.). Cham: Springer, p. 216-231 16 p. (Lecture Notes in Computer Science (LNCS); vol. 14159).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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

  4 Downloads (Pure)

• Aggregating Event Knowledge Graphs for Task Analysis

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

  2 Downloads (Pure)

• AI-augmented Business Process Management Systems: A Research Manifesto

  Dumas, M., Fournier, F., Limonad, L., Marrella, A., Montali, M., Rehse, J. R., Accorsi, R., Calvanese, D., De Giacomo, G., Fahland, D., Gal, A., La Rosa, M., Völzer, H. & Weber, I. (Corresponding author), 31 Jan 2023, In: ACM Transactions on Management Information Systems. 14, 1, 19 p., 11.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Business Process Management 100%
  • Artificial Intelligence 100%
  • Business Process 12%
  • Information System 12%
  51 Citations (Scopus)

  425 Downloads (Pure)

• Analytical Problem Solving Based on Causal, Correlational and Deductive Models

  de Mast, J. (Corresponding author), Steiner, S., Nuijten, W. P. M. & Kapitan, D., Jan 2023, In: American Statistician. 77, 1, p. 51-61 11 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Prescriptive Analytics 100%
  • Business Analytics 100%
  • System Analysis 100%
  • Predictive Modeling 100%
  13 Citations (Scopus)

  313 Downloads (Pure)

• An Appropriate Probability Model for the Bell Experiment

  van Hee, K. M., van Berkel, C. H. & de Graaf, J., 13 Feb 2023, In: arXiv. 2023, 17 p., 2302.05174.

  Research output: Contribution to journal › Article › Academic

  Open Access

• Building User Journey Games from Multi-party Event Logs

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

  1 Downloads (Pure)

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

  Mertens, T. & Hassani, M., 18 Mar 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. (eds.). Springer, p. 521-537 17 p. (Lecture Notes in Computer Science (LNCS); vol. 13718).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

• Chit-Chat or Deep Talk: Prompt Engineering for Process Mining.

  Jessen, U., Sroka, M. & Fahland, D., 2023, arXiv.org.

  Research output: Working paper › Preprint › Academic

• Comparative process mining: analyzing variability in process data

  Bolt Iriondo, A. J., 11 Jan 2023, Eindhoven: Technische Universiteit Eindhoven. 366 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  360 Downloads (Pure)

• Conformance checking of process event streams with constraints on data retention

  Zaman, R. (Corresponding author), Hassani, M. & van Dongen, B. F., Jul 2023, In: Information Systems. 117, 21 p., 102228.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Data Retention 100%
  • Checking Technique 100%
  • Conformance 100%
  • In-Process 25%
  • Bound Approach 25%
  34 Downloads (Pure)

• Data-driven modeling and optimization of semiconductor manufacturing

  Deenen, P. C., 22 Sept 2023, Eindhoven: Eindhoven University of Technology. 150 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  39 Downloads (Pure)

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

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

  1 Downloads (Pure)

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

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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. (Corresponding author), Ketykó, I., de Carvalho, R. M. & Mannhardt, F., 26 Mar 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 366-377 12 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

• Enhancing Traffic Flow Prediction using Outlier-Weighted AutoEncoders: Handling Real-Time Changes

  Choudhary, H. & Hassani, M., 1 Dec 2023, (arXiv).

  Research output: Working paper › Preprint › Academic

  File

  • Traffic Flow Prediction 100%
  • Autoencoder 100%
  • Traffic Prediction 40%
  • Modeling Framework 20%
  • Performance Model 20%
  48 Downloads (Pure)

• Exact and Approximated Log Alignments for Processes with Inter-case Dependencies

  Sommers, D., Sidorova, N. & van Dongen, B. F., 11 Apr 2023, In: arXiv. 2023, 25 p., 2304.05210.

  Research output: Contribution to journal › Article › Academic

  Open Access

  File

  • Petri Net 100%
  • Process Instance 50%
  • Shared Resource 50%
  • Approximation Technique 50%
  3 Downloads (Pure)

• From data to insights to reduce Philips’ environmental impact across the value chain

  Suryahadikusumah, R., 4 Oct 2023, Eindhoven: Technische Universiteit Eindhoven. 81 p.

  Research output: Thesis › EngD Thesis