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Projects

Research Output

An effective and efficient approach for supporting the generation of synthetic memory reference traces via hierarchical hidden/non-hidden Markov Models

Cuzzocrea, A., Mumolo, E. & Hassani, M., 16 Jan 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers, p. 2953-2959 7 p. 8616498

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

  • 1 Downloads (Pure)

    BFSPMiner: an effective and efficient batch-free algorithm for mining sequential patterns over data streams

    Hassani, M., Töws, D., Cuzzocrea, A. & Seidl, T., 2019, In : International Journal of Data Science and Analytics. 8, 3, p. 223-239

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
  • 16 Downloads (Pure)

    Concept drift detection of event streams using an adaptive window

    Hassani, M., 1 Jun 2019, 33rd International ECMS Conference on Modelling and Simulation, ECMS 2019. p. 230-239 10 p. DSM 73. (Proceedings - European Council for Modelling and Simulation, ECMS; vol. 33).

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

  • Effective steering of customer journey via order-aware recommendation

    Goossens, J. A. J., Demewez, T. & Hassani, M., 7 Feb 2019, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Li, Z., Yu, J., Tong, H. & Zhu, F. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 828-837 10 p. 8637405

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

  • 1 Downloads (Pure)

    Ensemble-based prediction of business processes bottlenecks with recurrent concept drifts

    Spenrath, Y. & Hassani, M., 1 Jan 2019, Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference: Lisbon, Portugal, March 26, 2019. Papotti, P. (ed.). CEUR-WS.org, 8 p. (CEUR Workshop Proceedings; vol. 2322).

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

    Open Access
    File
  • Courses

    DBL Data Challenge

    1/09/15 → …

    Course

    Real-time Process Mining

    1/09/15 → …

    Course

    Student theses

    Analyzing customer journey with process mining: from discovery to recommendations

    Author: Terragni, A., 24 Sep 2018

    Supervisor: Hassani, M. (Supervisor 1), Vitali, M. (External person) (External coach) & Carrá, A. (External person) (External coach)

    Student thesis: Master

    File

    Application of data-driven analytics on sport data from a professional bicycle racing team

    Author: Karetnikov, A., 30 Sep 2019

    Supervisor: Hassani, M. (Supervisor 1) & Nuijten, W. (Supervisor 2)

    Student thesis: Master

    Comparative analysis of standard and process mining-based IT-auditing approaches

    Author: Maliepaard, B., 25 Sep 2017

    Supervisor: Fahland, D. (Supervisor 1), Hassani, M. (Supervisor 2), Dijkman, R. (Supervisor 2) & van der Waerdt, T. (External person) (External coach)

    Student thesis: Master

    File

    Comparing the performance of inclusive OR translations in alignment computation

    Author: van Altena, M., 30 Sep 2019

    Supervisor: van Dongen, B. (Supervisor 1), Hassani, M. (Supervisor 2) & Eshuis, R. (Supervisor 2)

    Student thesis: Master

    File

    Effective steering of customer journeys via context-aware recommendations: introducing OARA, the Order Aware Recommendation Approach

    Author: Goossens, J., 29 Oct 2018

    Supervisor: Hassani, M. (Supervisor 1), Neergaard, M. (External person) (External coach) & Eshuis, R. (Supervisor 2)

    Student thesis: Master

    File