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Fingerprint Dive into the research topics where Marwan Hassani is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Clustering algorithms Engineering & Materials Science
Data storage equipment Engineering & Materials Science
Data mining Engineering & Materials Science
Query processing Engineering & Materials Science
Hidden Markov models Engineering & Materials Science
Miners Engineering & Materials Science
Experiments Engineering & Materials Science
Data acquisition Engineering & Materials Science

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Projects 2018 2021

Research Output 2009 2019

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

Learning systems
Data storage equipment
Markov model
Machine Learning
Scenarios

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
Miners
Processing
Data mining

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

Concept Drift
Process Mining
Data mining
Mining
Data Mining

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
Industry

Online comparison of streaming process discovery algorithms

Baskar, K. & Hassani, M., 1 Jan 2019, Proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019 co-located with 17th International Conference on Business Process Management (BPM 2019). Depaire, B., De Smedt, J. & Dumas, M. (eds.). CEUR-WS.org, p. 164-168 5 p. (CEUR Workshop Proceedings; vol. 2420)

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