• 24 Citations
20152019
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Process Model Mathematics
Process Mining Mathematics
Domain Knowledge Mathematics
Information systems Engineering & Materials Science
Industry Engineering & Materials Science
Imperfections Mathematics
Data-driven Mathematics
Medicine Engineering & Materials Science

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Research Output 2015 2019

  • 24 Citations
  • 15 Conference contribution
  • 1 Chapter
  • 1 Phd Thesis 1 (Research TU/e / Graduation TU/e)

Interactive process mining

Dixit, A., 19 Jun 2019, (Accepted/In press) Eindhoven: Technische Universiteit Eindhoven.

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

Using process analytics to improve healthcare processes

Hompes, B., Dixit, P. & Buijs, J., 24 Feb 2019, Data Science for Healthcare: Methodologies and Applications. Consoli, S., Reforgiato Recupero, D. & Petković, M. (eds.). Cham: Springer, p. 305-325 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Delivery of Health Care
Data Mining
Medical Staff
Information Systems
Learning
3 Citations (Scopus)

Detection and interactive repair of event ordering imperfection in process logs

Dixit, P. M., Suriadi, S., Andrews, R., Wynn, M. T., ter Hofstede, A. H. M., Buijs, J. C. A. M. & van der Aalst, W. M. P., 1 Jan 2018, Advanced Information Systems Engineering - 30th International Conference, CAiSE 2018, Proceedings. Springer, p. 274-290 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10816 LNCS)

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

Imperfections
Repair
Timestamp
Defects
Process Mining

Fast conformance analysis based on activity log abstraction

Dixit, P. M., Verbeek, H. M. W. & van der Aalst, W. M. P., Oct 2018, Proceedings - 2018 IEEE 22nd International Enterprise Distributed Object Computing Conference, EDOC 2018. Piscataway: Institute of Electrical and Electronics Engineers (IEEE), p. 135-144 10 p. 8536157

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

Genetic algorithms
Industry
Process model
Incremental
Process mining
1 Citation (Scopus)

Fast incremental conformance analysis for interactive process discovery

Dixit, P. M., Buijs, J. C. A. M., Verbeek, H. M. W. & van der Aalst, W. M. P., 1 Jan 2018, Business Information Systems - 21st International Conference, BIS 2018, Proceedings. Abramowicz, W. & Paschke, A. (eds.). Cham: Springer, p. 163-175 13 p. (Lecture Notes in Business Information Processing; vol. 320)

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

Process Model
Decision making
Domain Knowledge
Incremental
Correctness

Prizes

Best paper award SIMPDA 2015

Bart Hompes (Recipient), J.C.A.M. Buijs (Recipient), Wil van der Aalst (Recipient), Alok Dixit (Recipient) & Hans Buurman (Recipient), 11 Dec 2015

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

Student theses

Characterizing MRI exams by investigating their scans

Author: Zhao, Y., 30 Oct 2017

Supervisor: Buijs, J. (Supervisor 1), Korst, J. H. (External person) (External coach), Dixit, P. (Supervisor 2) & Zhang, Y. (Supervisor 2)

Student thesis: Master

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