Queue mining for delay prediction in multi-class service processes A Senderovich, M Weidlich, A Gal, A Mandelbaum Information systems 53, 278-295, 2015 | 138 | 2015 |
Traveling time prediction in scheduled transportation with journey segments A Gal, A Mandelbaum, F Schnitzler, A Senderovich, M Weidlich Information Systems 64, 266-280, 2017 | 137 | 2017 |
Queue mining–predicting delays in service processes A Senderovich, M Weidlich, A Gal, A Mandelbaum Advanced Information Systems Engineering: 26th International Conference …, 2014 | 133 | 2014 |
Intra and inter-case features in predictive process monitoring: A tale of two dimensions A Senderovich, C Di Francescomarino, C Ghidini, K Jorbina, FM Maggi Business Process Management: 15th International Conference, BPM 2017 …, 2017 | 128 | 2017 |
The ROAD from sensor data to process instances via interaction mining A Senderovich, A Rogge-Solti, A Gal, J Mendling, A Mandelbaum Advanced Information Systems Engineering: 28th International Conference …, 2016 | 65 | 2016 |
Conformance checking and performance improvement in scheduled processes: A queueing-network perspective A Senderovich, M Weidlich, L Yedidsion, A Gal, A Mandelbaum, S Kadish, ... Information Systems 62, 185-206, 2016 | 61 | 2016 |
In log and model we trust? A generalized conformance checking framework A Rogge-Solti, A Senderovich, M Weidlich, J Mendling, A Gal Business Process Management: 14th International Conference, BPM 2016, Rio de …, 2016 | 44 | 2016 |
From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoring A Senderovich, C Di Francescomarino, FM Maggi Information Systems 84, 255-264, 2019 | 42 | 2019 |
Discovering queues from event logs with varying levels of information A Senderovich, SJJ Leemans, S Harel, A Gal, A Mandelbaum, ... Business Process Management Workshops: BPM 2015, 13th International …, 2016 | 41 | 2016 |
How much event data is enough? A statistical framework for process discovery M Bauer, A Senderovich, A Gal, L Grunske, M Weidlich Advanced Information Systems Engineering: 30th International Conference …, 2018 | 38 | 2018 |
Data-driven performance analysis of scheduled processes A Senderovich, A Rogge-Solti, A Gal, J Mendling, A Mandelbaum, ... Business Process Management: 13th International Conference, BPM 2015 …, 2015 | 28 | 2015 |
To aggregate or to eliminate? Optimal model simplification for improved process performance prediction A Senderovich, A Shleyfman, M Weidlich, A Gal, A Mandelbaum Information Systems 78, 96-111, 2018 | 27 | 2018 |
Mining resource scheduling protocols A Senderovich, M Weidlich, A Gal, A Mandelbaum Business Process Management: 12th International Conference, BPM 2014, Haifa …, 2014 | 25 | 2014 |
Generating complex, realistic cloud workloads using recurrent neural networks S Bergsma, T Zeyl, A Senderovich, JC Beck Proceedings of the ACM SIGOPS 28th Symposium on Operating Systems Principles …, 2021 | 22 | 2021 |
Congestion graphs for automated time predictions A Senderovich, JC Beck, A Gal, M Weidlich Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4854-4861, 2019 | 22 | 2019 |
An Ising framework for constrained clustering on special purpose hardware E Cohen, A Senderovich, JC Beck Integration of Constraint Programming, Artificial Intelligence, and …, 2020 | 20 | 2020 |
Temporal network representation of event logs for improved performance modelling in business processes A Senderovich, M Weidlich, A Gal Business Process Management: 15th International Conference, BPM 2017 …, 2017 | 18 | 2017 |
P-folder: optimal model simplification for improving accuracy in process performance prediction A Senderovich, A Shleyfman, M Weidlich, A Gal, A Mandelbaum International Conference on Business Process Management, 418-436, 2016 | 17 | 2016 |
Context-aware temporal network representation of event logs: Model and methods for process performance analysis A Senderovich, M Weidlich, A Gal Information Systems 84, 240-254, 2019 | 14 | 2019 |
Discovery and validation of queueing networks in scheduled processes A Senderovich, M Weidlich, A Gal, A Mandelbaum, S Kadish, CA Bunnell Advanced Information Systems Engineering: 27th International Conference …, 2015 | 11 | 2015 |