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ORCIDArik Senderovich
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2020 – today
- 2025
[j17]David Chapela-Campa
, Ismail Benchekroun, Opher Baron, Marlon Dumas, Dmitry Krass, Arik Senderovich:
A framework for measuring the quality of business process simulation models. Inf. Syst. 127: 102447 (2025)- 2024
- [j16]Faria Khandaker, Arik Senderovich, Junda Zhao, Eldan Cohen, Eric Yu, Sebastian Carbajales, Allen Chan:
Transformer models for mining intents and predicting activities from emails in knowledge-intensive processes. Eng. Appl. Artif. Intell. 128: 107450 (2024) - [j15]Opher Baron, Dmitry Krass, Arik Senderovich, Eliran Sherzer:
Supervised ML for Solving the GI/GI/1 Queue. INFORMS J. Comput. 36(3): 766-786 (2024) - [j14]Alessio Cecconi, Luca Barbaro, Claudio Di Ciccio, Arik Senderovich:
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach. Inf. Syst. 120: 102312 (2024) - [c38]Ali J. Alaee, Matthias Weidlich, Arik Senderovich:
Data-Driven Decision Support for Business Processes: Causal Reasoning and Discovery. BPM (Forum) 2024: 90-106 - [d2]David Chapela-Campa, Ismail Benchekroun, Opher Baron, Marlon Dumas, Dmitry Krass, Arik Senderovich:
Evaluation datasets and results of the paper "A Framework for Measuring the Quality of Business Process Simulation Models". Version 2.0. Zenodo, 2024 [all versions]
- 2023
- [c37]Stephan A. Fahrenkrog-Petersen, Arik Senderovich, Alexandra Tichauer, Ali Kaan Tutak, J. Christopher Beck, Matthias Weidlich:
Privacy Attacks on Schedule-Driven Data. AAAI 2023: 11972-11979 - [c36]David Chapela-Campa, Ismail Benchekroun, Opher Baron, Marlon Dumas, Dmitry Krass, Arik Senderovich:
Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models. BPM 2023: 20-37 - [c35]Andrei Tour, Artem Polyvyanyy, Anna A. Kalenkova, Arik Senderovich:
Agent Miner: An Algorithm for Discovering Agent Systems from Event Data. BPM 2023: 284-302 - [e2]Marco Montali, Arik Senderovich, Matthias Weidlich:
Process Mining Workshops - ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers. Lecture Notes in Business Information Processing 468, Springer 2023, ISBN 978-3-031-27814-3 [contents] - [d1]David Chapela-Campa, Ismail Benchekroun, Opher Baron, Marlon Dumas, Dmitry Krass, Arik Senderovich:
Evaluation datasets and results of the paper "Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models". Version 1.0. Zenodo, 2023 [all versions] - [i4]David Chapela-Campa, Ismail Benchekroun, Opher Baron, Marlon Dumas, Dmitry Krass, Arik Senderovich:
Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models. CoRR abs/2303.17463 (2023) - [i3]Alessio Cecconi, Luca Barbaro, Claudio Di Ciccio, Arik Senderovich:
Measuring Rule-based LTLf Process Specifications: A Probabilistic Data-driven Approach. CoRR abs/2305.05418 (2023) - 2022
- [j13]Arik Senderovich, Jiachen Zhang, Eldan Cohen, J. Christopher Beck:
Exploiting Hardware and Software Advances for Quadratic Models of Wind Farm Layout Optimization. IEEE Access 10: 78044-78055 (2022) - [j12]Roee Shraga, Avigdor Gal, Dafna Schumacher, Arik Senderovich, Matthias Weidlich:
Process discovery with context-aware process trees. Inf. Syst. 106: 101533 (2022) - [c34]Faria Khandaker, Arik Senderovich, Eric S. K. Yu, Sebastian Carbajales, Allen Chan:
Transformer Models for Activity Mining in Knowledge-Intensive Processes. Business Process Management Workshops 2022: 13-24 - [c33]Alessio Cecconi, Claudio Di Ciccio, Arik Senderovich:
Measurement of Rule-based LTLf Declarative Process Specifications. ICPM 2022: 96-103 - [c32]Opher Baron, Dmitry Krass, Eliran Sherzer, Arik Senderovich:
Can Machines Solve General Queueing Problems? WSC 2022: 2830-2841 - [i2]Eliran Sherzer, Arik Senderovich, Opher Baron, Dmitry Krass:
Can machines solve general queueing systems? CoRR abs/2202.01729 (2022) - [i1]Andrei Tour, Artem Polyvyanyy, Anna A. Kalenkova, Arik Senderovich:
Agent Miner: An Algorithm for Discovering Agent Systems from Event Data. CoRR abs/2212.01454 (2022) - 2021
- [c31]Gaël Bernard, Arik Senderovich, Periklis Andritsos:
Cut to the Trace! Process-Aware Partitioning of Long-Running Cases in Customer Journey Logs. CAiSE 2021: 519-535 - [c30]Eric S. K. Yu, Arik Senderovich, Hajo A. Reijers, Allen Chan, Sebastian Carbajales:
Automation, control, and analysis of knowledge-intensive processes. CASCON 2021: 291-293 - [c29]Shane Bergsma, Timothy Zeyl, Arik Senderovich, J. Christopher Beck:
Generating Complex, Realistic Cloud Workloads using Recurrent Neural Networks. SOSP 2021: 376-391 - [e1]Wil M. P. van der Aalst, Remco M. Dijkman, Akhil Kumar, Francesco Leotta, Fabrizio Maria Maggi, Jan Mendling, Brian T. Pentland, Arik Senderovich, Marcos Sepúlveda, Estefanía Serral Asensio, Mathias Weske:
Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2021 co-located with 19th International Conference on Business Process Management (BPM 2021), Rome, Italy, September 6th - to - 10th, 2021. CEUR Workshop Proceedings 2973, CEUR-WS.org 2021 [contents] - 2020
- [j11]Nimrod Busany, Han van der Aa, Arik Senderovich, Avigdor Gal, Matthias Weidlich:
Interval-based Queries over Lossy IoT Event Streams. Trans. Data Sci. 1(4): 27:1-27:27 (2020) - [c28]Avigdor Gal, Arik Senderovich:
Process Minding: Closing the Big Data Gap. BPM 2020: 3-16 - [c27]Arik Senderovich, Joop J. Schippers, Hajo A. Reijers:
Socially-Aware Business Process Redesign. BPM 2020: 75-92 - [c26]Eric S. K. Yu, Arik Senderovich, Hajo A. Reijers, Allen Chan, Sebastian Carbajales:
Automation, control, and analysis of knowledge-intensive processes. CASCON 2020: 256-258 - [c25]Eldan Cohen, Arik Senderovich, J. Christopher Beck:
An Ising Framework for Constrained Clustering on Special Purpose Hardware. CPAIOR 2020: 130-147 - [c24]Guy Berkenstadt, Avigdor Gal, Arik Senderovich, Roee Shraga, Matthias Weidlich:
Queueing Inference for Process Performance Analysis with Missing Life-Cycle Data. ICPM 2020: 57-64
2010 – 2019
- 2019
- [j10]Arik Senderovich, Matthias Weidlich, Avigdor Gal:
Context-aware temporal network representation of event logs: Model and methods for process performance analysis. Inf. Syst. 84: 240-254 (2019) - [j9]Arik Senderovich, Chiara Di Francescomarino, Fabrizio Maria Maggi:
From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoring. Inf. Syst. 84: 255-264 (2019) - [c23]Arik Senderovich, J. Christopher Beck, Avigdor Gal, Matthias Weidlich:
Congestion Graphs for Automated Time Predictions. AAAI 2019: 4854-4861 - [c22]Arik Senderovich, Kyle E. C. Booth, J. Christopher Beck:
Learning Scheduling Models from Event Data. ICAPS 2019: 401-409 - [c21]Roee Shraga, Avigdor Gal, Dafna Schumacher, Arik Senderovich, Matthias Weidlich:
Inductive Context-aware Process Discovery. ICPM 2019: 33-40 - [r1]Arik Senderovich:
Queue Mining. Encyclopedia of Big Data Technologies 2019 - 2018
- [j8]Arik Senderovich, Alexander Shleyfman, Matthias Weidlich, Avigdor Gal, Avishai Mandelbaum:
To aggregate or to eliminate? Optimal model simplification for improved process performance prediction. Inf. Syst. 78: 96-111 (2018) - [j7]Avigdor Gal, Arik Senderovich, Matthias Weidlich:
Challenge Paper: Data Quality Issues in Queue Mining. ACM J. Data Inf. Qual. 9(4): 18:1-18:5 (2018) - [j6]Avigdor Gal, Dimitrios Gunopulos, Nikolaos Panagiotou, Nicolo Rivetti, Arik Senderovich, Nikolas Zygouras:
REMI: A framework of reusable elements for mining heterogeneous data with missing information - A Tale of Congestion in Two Smart Cities. J. Intell. Inf. Syst. 51(2): 367-388 (2018) - [c20]Martin Bauer, Arik Senderovich, Avigdor Gal, Lars Grunske, Matthias Weidlich:
How Much Event Data Is Enough? A Statistical Framework for Process Discovery. CAiSE 2018: 239-256 - [c19]Yossi Dahari, Avigdor Gal, Arik Senderovich, Matthias Weidlich:
Fusion-Based Process Discovery. CAiSE 2018: 291-307 - [c18]Avigdor Gal, Arik Senderovich, Matthias Weidlich:
Online Temporal Analysis of Complex Systems Using IoT Data Sensing. ICDE 2018: 1727-1730 - 2017
- [j5]Avigdor Gal, Avishai Mandelbaum, François Schnitzler, Arik Senderovich, Matthias Weidlich:
Traveling time prediction in scheduled transportation with journey segments. Inf. Syst. 64: 266-280 (2017) - [c17]Yossi Dahari, Avigdor Gal, Arik Senderovich:
EDU-ProM: ProM for the Classroom. BPM (Demos) 2017 - [c16]Arik Senderovich:
Queue Mining: Service Perspectives in Process Mining. BPM (Demos) 2017 - [c15]Arik Senderovich, Matthias Weidlich, Avigdor Gal:
Temporal Network Representation of Event Logs for Improved Performance Modelling in Business Processes. BPM 2017: 3-21 - [c14]Arik Senderovich, Chiara Di Francescomarino, Chiara Ghidini, Kerwin Jorbina, Fabrizio Maria Maggi:
Intra and Inter-case Features in Predictive Process Monitoring: A Tale of Two Dimensions. BPM 2017: 306-323 - [c13]Avigdor Gal, Nicolo Rivetti, Arik Senderovich, Dimitrios Gunopulos, Ioannis Katakis, Nikolaos Panagiotou, Vana Kalogeraki:
REMI, Reusable Elements for Multi-Level Information Availability: Demo. DEBS 2017: 323-326 - 2016
- [j4]Arik Senderovich, Matthias Weidlich, Liron Yedidsion, Avigdor Gal, Avishai Mandelbaum, Sarah Kadish, Craig A. Bunnell:
Conformance Checking and Performance Improvement in Scheduled Processes: A Queueing-Network Perspective. EMISA Forum 36(2): 57-59 (2016) - [j3]Andreas Rogge-Solti, Arik Senderovich, Matthias Weidlich, Jan Mendling, Avigdor Gal:
In Log and Model We Trust? EMISA Forum 36(2): 81-84 (2016) - [j2]Arik Senderovich, Matthias Weidlich, Liron Yedidsion, Avigdor Gal, Avishai Mandelbaum, Sarah Kadish, Craig A. Bunnell:
Conformance checking and performance improvement in scheduled processes: A queueing-network perspective. Inf. Syst. 62: 185-206 (2016) - [c12]Andreas Rogge-Solti, Arik Senderovich, Matthias Weidlich, Jan Mendling, Avigdor Gal:
In Log and Model We Trust? A Generalized Conformance Checking Framework. BPM 2016: 179-196 - [c11]Arik Senderovich, Alexander Shleyfman, Matthias Weidlich, Avigdor Gal, Avishai Mandelbaum:
P ^3 -Folder: Optimal Model Simplification for Improving Accuracy in Process Performance Prediction. BPM 2016: 418-436 - [c10]Arik Senderovich, Andreas Rogge-Solti, Avigdor Gal, Jan Mendling, Avishai Mandelbaum:
The ROAD from Sensor Data to Process Instances via Interaction Mining. CAiSE 2016: 257-273 - [c9]Arik Senderovich, Matthias Weidlich, Liron Yedidsion, Avigdor Gal, Avishai Mandelbaum, Sarah Kadish, Craig A. Bunnell:
Conformance Checking and Performance Improvement in Scheduled Processes: A Queueing-Network Perspective (Extended Abstract). EMISA 2016: 72-74 - [c8]Andreas Rogge-Solti, Arik Senderovich, Matthias Weidlich, Jan Mendling, Avigdor Gal:
In Log and Model We Trust? (Extended Abstract). EMISA 2016: 91-94 - 2015
- [j1]Arik Senderovich, Matthias Weidlich, Avigdor Gal, Avishai Mandelbaum:
Queue mining for delay prediction in multi-class service processes. Inf. Syst. 53: 278-295 (2015) - [c7]Arik Senderovich, Andreas Rogge-Solti, Avigdor Gal, Jan Mendling, Avishai Mandelbaum, Sarah Kadish, Craig A. Bunnell:
Data-Driven Performance Analysis of Scheduled Processes. BPM 2015: 35-52 - [c6]Arik Senderovich, Sander J. J. Leemans, Shahar Harel, Avigdor Gal, Avishai Mandelbaum, Wil M. P. van der Aalst:
Discovering Queues from Event Logs with Varying Levels of Information. Business Process Management Workshops 2015: 154-166 - [c5]Arik Senderovich, Matthias Weidlich, Avigdor Gal, Avishai Mandelbaum, Sarah Kadish, Craig A. Bunnell:
Discovery and Validation of Queueing Networks in Scheduled Processes. CAiSE 2015: 417-433 - [c4]Avigdor Gal, Avishai Mandelbaum, François Schnitzler, Arik Senderovich, Matthias Weidlich:
On Predicting Traveling Times in Scheduled Transportation (Extended Abstract). MUD@ICML 2015: 88-89 - 2014
- [c3]Arik Senderovich, Matthias Weidlich, Avigdor Gal, Avishai Mandelbaum:
Mining Resource Scheduling Protocols. BPM 2014: 200-216 - [c2]Arik Senderovich:
Service Analysis and Simulation in Process Mining. Business Process Management Workshops 2014: 578-581 - [c1]Arik Senderovich, Matthias Weidlich, Avigdor Gal, Avishai Mandelbaum:
Queue Mining - Predicting Delays in Service Processes. CAiSE 2014: 42-57
Coauthor Index
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