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Marwan Hassani
Marwan Hassani
Assistant Professor of Computer Science at Eindhoven University of Technology
Verified email at tue.nl - Homepage
Title
Cited by
Year
Online Next Activity Prediction Under Concept Drifts
T Kosciuszek, M Hassani
International Conference on Advanced Information Systems Engineering, 335-346, 2024
2024
Autoencoder-based Continual Outlier Correlation Detection for Real-Time Traffic Flow Prediction
H Choudhary, M Hassani
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 218-220, 2024
2024
Online Prediction Threshold Optimization Under Semi-deferred Labelling.
Y Spenrath, M Hassani, BF van Dongen
EDBT/ICDT Workshops, 2024
2024
Enhancing Traffic Flow Prediction using Outlier-Weighted AutoEncoders: Handling Real-Time Changes
H Choudhary, M Hassani
arXiv preprint arXiv:2312.16596, 2023
12023
Using Human Mobility Patterns to Forecast Outliers in Citizen Complaints Data
V Bolta, M Hassani
2023 IEEE International Conference on Big Data (BigData), 5166-5175, 2023
2023
Topology-Agnostic Detection of Temporal Money Laundering Flows in Billion-Scale Transactions
H Tariq, M Hassani
arXiv preprint arXiv:2309.13662, 2023
22023
Conformance checking of process event streams with constraints on data retention
R Zaman, M Hassani, BF van Dongen
Information Systems 117, 102228, 2023
2023
Prefixcdd: Effective online concept drift detection over event streams using prefix trees
J Huete, AA Qahtan, M Hassani
2023 IEEE 47th Annual Computers, Software, and Applications Conference …, 2023
52023
Predicting activities of interest in the remainder of customer journeys under online settings
L Wolters, M Hassani
International Conference on Process Mining, 145-157, 2022
22022
Clustering-based Aggregations for Prediction in Event Streams
Y Spenrath, M Hassani, BF Van Dongen
arXiv preprint arXiv:2210.09738, 2022
2022
Can we learn from outliers? unsupervised optimization of intelligent vehicle traffic management systems
T Mertens, M Hassani
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
32022
BitBooster: Effective Approximation of Distance Metrics via Binary Operations
Y Spenrath, M Hassani, BF Van Dongen
2022 IEEE 46th Annual Computers, Software, and Applications Conference …, 2022
12022
Evaluation of probability distribution distance metrics in traffic flow outlier detection
E Andersen, M Chiarandini, M Hassani, S Jänicke, P Tampakis, A Zimek
2022 23rd IEEE International Conference on Mobile Data Management (MDM), 64-69, 2022
62022
Efficient memory utilization in conformance checking of process event streams
R Zaman, M Hassani, BF Van Dongen
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 437-440, 2022
52022
What averages do not tell: predicting real life processes with sequential deep learning
I Ketykó, F Mannhardt, M Hassani, BF Van Dongen
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 1128-1131, 2022
122022
Reducing Charging Effects in SEM Images with Cycle-Consistent Autoencoders
G Smit, V Menkovski, J van Rens, T Kiers, M Hassani
2022
ICPM 2022 Doctoral Consortium and Demo Track 2022: Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process …
M Hassani, A Koschmider, M Comuzzi, FM Maggi, L Pufahl
CEUR-WS, 2022
2022
Preface to the ICPM 2022 Doctoral Consortium and Tool Demonstration Track
M Hassani, A Koschmider, M Comuzzi, FM Maggi, L Pufahl
ICPM 2022 Doctoral Consortium and Demo Track 2022: Proceedings of the ICPM …, 2022
2022
GDPR compliance made easier: The BPR4GDPR project
G Lioudakis, E Papagiannakopoulou, M Koukovini, N Dellas, ...
ARIS2-Advanced Research on Information Systems Security 1 (1), 5-23, 2021
32021
A Framework for Efficient Memory Utilization in Online Conformance Checking
R Zaman, M Hassani, BF Van Dongen
arXiv preprint arXiv:2112.13640, 2021
22021
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