Content available in repository
Content available in repository
Personal profile
Expertise related to 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. This person’s work contributes towards the following SDG(s):
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
- 5 Conference contribution
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BitBooster: Effective Approximation of Distance Metrics via Binary Operations
Spenrath, Y., Hassani, M. & Van Dongen, B. F., 27 Jun 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J-J. & Shahriar, H. (eds.). Institute of Electrical and Electronics Engineers, p. 201-210 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Online Prediction of Aggregated Retailer Consumer Behaviour
Spenrath, Y., Hassani, M. & van Dongen, B. F., 24 Mar 2022, Process Mining Workshops - ICPM 2021 International Workshops, Revised Selected Papers. Munoz-Gama, J. & Lu, X. (eds.). Springer, p. 211-223 13 p. (Lecture Notes in Business Information Processing; vol. 433 LNBIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
Why Did My Consumer Shop? Learning an Efficient Distance Metric for Retailer Transaction Data
Spenrath, Y., Hassani, M., van Dongen, B. F. & Tariq, H., 25 Feb 2021, Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - European Conference, ECML PKDD 2020, Proceedings. Dong, Y., Mladenic, D. & Saunders, C. (eds.). Springer, p. 323-338 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12461 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
3 Citations (Scopus) -
Predicting Business Process Bottlenecks In Online Events Streams Under Concept Drifts
Spenrath, Y. & Hassani, M., 1 Jun 2020, Proceedings of European Council for Modelling and Simulation (ECMS) 2020 . Steglich, M., Muller, C., Neumann, G. & Walther, M. (eds.). European Council for Modeling and Simulation, p. 190-196 7 p. (Proceedings European Council for Modelling and Simulation; vol. 34, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Citations (Scopus)270 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 proceeding › Conference contribution › Academic › peer-review
Open AccessFile3 Citations (Scopus)94 Downloads (Pure)
Courses
Thesis
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Data volatility in predictive maintenance
Author: Spenrath, Y., 28 Jun 2019Supervisor: van Ooijen, H. (Supervisor 1), Zhang, Y. (Supervisor 2) & Akcay, A. (Supervisor 2)
Student thesis: Master
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Monte Carlo simulations of tethered particle motion: effects of roughness and steric hindrance by antibodies
Author: Spenrath, Y., 2014Supervisor: Visser, E. W. A. (Supervisor 1) & van Ijzendoorn, L. J. (Supervisor 2)
Student thesis: Bachelor
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Predicting process bottlenecks under concept drift
Author: Spenrath, Y., 27 May 2019Supervisor: Hassani, M. (Supervisor 1), Zhang, Y. (Supervisor 2) & Eijkelboom, D. (External person) (External coach)
Student thesis: Master
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