Process Analytics on Multi-Dimensional Data

UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):

SDG 3 Good Health and Well-being

Mitchel D. Brunings, MSc
- m.d.bruningstuenl
- Mathematics and Computer Science, Process Analytics - Doctoral Candidate-TA
- Mathematics and Computer Science, Process Analytics on Multi-Dimensional Data - Doctoral Candidate-TA
Person: OWP : University Teacher / Researcher
20202025
Laura L.C. Didden
- l.l.c.diddentuenl
- Mathematics and Computer Science, Process Analytics on Multi-Dimensional Data - Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
Dirk Fahland
- d.fahlandtuenl
- Mathematics and Computer Science, Process Analytics - Associate Professor
- EAISI Foundational - Associate Professor
- Mathematics and Computer Science, Process Analytics on Multi-Dimensional Data - Associate Professor
Person: UHD : Associate Professor
20052026

From analysis to findings: How do process mining analysts discover results?
Zerbato, F. (Corresponding author), Zimmermann, L., Vrotsou, K. & Weber, B., Jan 2026, In: Information Systems. 135, 20 p., 102596.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
File
2 Link opens in a new tab Citations (Scopus)

24 Downloads (Pure)
KAVA-PM: Knowledge-assisted visual process mining
Schuster, D. (Corresponding author), Aigner, W., Di Francescomarino, C., Turkay, C. & Zerbato, F., Apr 2026, In: Information Systems. 137, 16 p., 102638.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
File
20 Downloads (Pure)
Visualizing repetition in process execution variants from partially ordered event data
Siddiqui, A., Zerbato, F. & Schuster, D. (Corresponding author), Jun 2026, In: Information Systems. 138, 15 p., 102664.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
File
15 Downloads (Pure)

Results of Multi-Perspective Concept Drift Detection on BPIC17 data using Event Knowledge Graphs
Klijn, E. (Creator), Zenodo, 5 Apr 2024
DOI: 10.5281/zenodo.10933097, https://zenodo.org/records/10933097
Dataset
Supplementary Material for "Decomposing Process Performance based on Actor Behavior"
Klijn, E. (Creator), Mannhardt, F. (Creator), Tentina, I. (Creator) & Fahland, D. (Creator), Zenodo, 8 Jun 2024
DOI: 10.5281/zenodo.11530889, https://zenodo.org/records/11530889
Dataset
Event Graph of BPI Challenge 2015
Fahland, D. (Creator) & Esser, S. (Creator), 4TU.Centre for Research Data, 22 Apr 2021
DOI: 10.4121/14169569
Dataset

Best Paper Award BIS 2011
Fahland, D. (Recipient), van Dongen, B. F. (Recipient), van der Aalst, W. M. P. (Recipient) & de Leoni, M. (Recipient), 2011
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Best Paper Award BPM 2011
Fahland, D. (Recipient) & van der Aalst, W. M. P. (Recipient), Aug 2011
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Best Paper Award ICPM 2020
Toosinezhad, Z. (Recipient), Köroglu, Ö. (Recipient), van der Aalst, W. M. P. (Recipient) & Fahland, D. (Recipient), 9 Oct 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific

Data on Networks Reported by Researchers at Eindhoven University of Technology (Supervised Learning of Process Discovery Techniques Using Graph Neural Networks)
Menkovski, V., Fahland, D. & Sommers, D.
29/05/23
1 item of Media coverage
Press/Media: Expert Comment
Graduates celebrate with two days of MomenTUm
Fahland, D.
28/09/22
1 item of Media coverage
Press/Media: Expert Comment
Eindhoven University of Technology: Growing Up With a New Master's
Fahland, D. & Müller, V. C.
15/01/22
1 item of Media coverage
Press/Media: Expert Comment

A Dashboard for emulating LSTM-based Predictive Process Monitoring and its Qualitative Evaluation
Fazal, R. (Author), Fahland, D. (Supervisor 1), 29 Nov 2021
Student thesis: Master

File
A Detailed Understanding of Actor Involvement in Business Processes
van Meer, T. A. J. P. (Author), Fahland, D. (Supervisor 1) & Verbeek, H. M. W. (Supervisor 2), 2020
Student thesis: Bachelor

File
A Forecasting Framework for Recirculation in Baggage Handling Systems
van der Sanden, G. M. (Author), Fahland, D. (Supervisor 1) & Bernard, H. F. (External coach), 7 Dec 2020
Student thesis: Master

File

Process Analytics on Multi-Dimensional Data

UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Mitchel D. Brunings, MSc

Laura L.C. Didden

Dirk Fahland

From analysis to findings: How do process mining analysts discover results?

KAVA-PM: Knowledge-assisted visual process mining

Visualizing repetition in process execution variants from partially ordered event data

Results of Multi-Perspective Concept Drift Detection on BPIC17 data using Event Knowledge Graphs

Supplementary Material for "Decomposing Process Performance based on Actor Behavior"

Event Graph of BPI Challenge 2015

Best Paper Award BIS 2011

Best Paper Award BPM 2011

Best Paper Award ICPM 2020

Data on Networks Reported by Researchers at Eindhoven University of Technology (Supervised Learning of Process Discovery Techniques Using Graph Neural Networks)

Graduates celebrate with two days of MomenTUm

Eindhoven University of Technology: Growing Up With a New Master's

A Dashboard for emulating LSTM-based Predictive Process Monitoring and its Qualitative Evaluation

A Detailed Understanding of Actor Involvement in Business Processes

A Forecasting Framework for Recirculation in Baggage Handling Systems

Process Analytics on Multi-Dimensional Data

UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Profiles

Research output

Datasets

Prizes

Press/Media

Student theses