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Arik Senderovich
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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
1352017
Queue mining for delay prediction in multi-class service processes
A Senderovich, M Weidlich, A Gal, A Mandelbaum
Information systems 53, 278-295, 2015
1312015
Queue mining–predicting delays in service processes
A Senderovich, M Weidlich, A Gal, A Mandelbaum
Advanced Information Systems Engineering: 26th International Conference†…, 2014
1312014
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
1172017
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
612016
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
592016
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
482016
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
382019
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
372016
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
362018
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
252015
Mining resource scheduling protocols
A Senderovich, M Weidlich, A Gal, A Mandelbaum
Business Process Management: 12th International Conference, BPM 2014, Haifa†…, 2014
232014
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
202019
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
202018
An Ising framework for constrained clustering on special purpose hardware
E Cohen, A Senderovich, JC Beck
Integration of Constraint Programming, Artificial Intelligence, and†…, 2020
192020
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
182017
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
152016
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
132021
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
122019
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
112015
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