• 112 Citations
20132019
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Research Output 2013 2019

  • 112 Citations
  • 18 Conference contribution
  • 7 Article
  • 4 Chapter
  • 1 Phd Thesis 1 (Research TU/e / Graduation TU/e)

Discovering more precise process models from event logs by filtering out chaotic activities

Tax, N., Sidorova, N. & van der Aalst, W. M. P., 1 Feb 2019, In : Journal of Intelligent Information Systems. 52, 1, p. 107-139

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Industry
Frequency standards

Generating time-based label refinements to discover more precise process models

Tax, N., Alasgarov, E. E., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 2019, In : Journal of Ambient Intelligence and Smart Environments. 11, 2, p. 165-182 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Labels
Sensors

Mining insights from weakly-structured event data

Tax, N., 19 Jun 2019, (Accepted/In press) Eindhoven: Technische Universiteit Eindhoven. 388 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File

Mining local process models and their correlations

Genga, L., Tax, N. & Zannone, N., 1 Jan 2019, Data-Driven Process Discovery and Analysis - 7th IFIP WG 2.6 International Symposium, SIMPDA 2017, Revised Selected Papers. van Keulen, M., Ceravolo, P. & Stoffel, K. (eds.). Cham: Springer, p. 65-88 24 p. (Lecture Notes in Business Information Processing; vol. 340)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Process Model
Mining
Process model
Demonstrate
Output
1 Citation (Scopus)

Alarm-based prescriptive process monitoring

Teinemaa, I., Tax, N., de Leoni, M., Dumas, M. & Maggi, F. M., 1 Jan 2018, Business Process Management Forum - BPM Forum 2018, Proceedings. Montali, M., Weske, M., vom Brocke, J. & Weber, I. (eds.). Cham: Springer, p. 91-107 17 p. (Lecture Notes in Business Information Processing; vol. 329)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Process Monitoring
Process monitoring
Cost Model
Likelihood
Costs

Prizes

2nd place at the Ngi-NGN informatie scriptieprijs

Niek Tax (Recipient), 2015

Recognition: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

Best paper award at the 7th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2017)

Niek Tax (Recipient), Laura Genga (Recipient) & Nicola Zannone (Recipient), 8 Dec 2017

Recognition: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

Best paper full paper award at the 14th International Conference on Intelligent Environments (IE 2018)

Niek Tax (Recipient), Wil van der Aalst (Recipient), Reinder Haakma (Recipient) & Natalia Sidorova (Recipient), 28 Jun 2018

Recognition: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

Best paper of 2015 award of the Information Process & Management journal

Niek Tax (Recipient) & Djoerd Hiemstra (Recipient), 2016

Recognition: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

Student theses

Communicating daily life behavioral patterns: using sensor data and local process models to inform people about their common behavior

Author: van den Bos, A., 27 Nov 2017

Supervisor: Sidorova, N. (Supervisor 1), Haakma, R. (External coach) & Tax, N. (Supervisor 2)

Student thesis: Master

File

Log-based generation of event labels using event attributes

Author: Alasgarov, E., 31 Aug 2016

Supervisor: Sidorova, N. (Supervisor 1), Haakma, R. (External coach) & Tax, N. (Supervisor 2)

Student thesis: Master

File

Summary generation for data from personal health services

Author: Sylenko, A., 31 Aug 2017

Supervisor: Sidorova, N. (Supervisor 1), Tax, N. (Supervisor 2), Härmä, A. S. (External person) (External coach) & Casati, F. (External person) (External coach)

Student thesis: Master

File