Publications - Author: Arik Senderovich
2024
[27] Data-Driven Decision Support for Business Processes: Causal Reasoning and Discovery (, , and ), In Business Process Management Forum - BPM 2024 Forum, Krakow, Poland, September 1-6, 2024, Proceedings (Andrea Marrella, Manuel Resinas, Mieke Jans, Michael Rosemann, eds.), Springer, volume 526, . [bibtex] [pdf] [doi]
2023
[26] Privacy Attacks on Schedule-Driven Data (, , , , , and ), In Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023 (Brian Williams, Yiling Chen, Jennifer Neville, eds.), AAAI Press, . [bibtex] [pdf] [doi]
2022
[25] Process discovery with context-aware process trees (, , , , and ), In Inf. Syst., volume 106, . [bibtex] [pdf] [doi]
2020
[24] Queueing Inference for Process Performance Analysis with Missing Life-Cycle Data (, , , , and ), In 2nd International Conference on Process Mining, ICPM 2020, Padua, Italy, October 4-9, 2020 (Boudewijn F. van Dongen, Marco Montali, Moe Thandar Wynn, eds.), IEEE, . [bibtex] [pdf] [doi]
[23] Interval-based Queries over Lossy IoT Event Streams (, , , , and ), In Trans. Data Sci., volume 1, . [bibtex] [pdf] [doi]
2019
[22] Congestion Graphs for Automated Time Predictions (, , , and ), In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, AAAI Press, . [bibtex] [pdf] [doi]
[21] Inductive Context-aware Process Discovery (, , , , and ), In International Conference on Process Mining, ICPM 2019, Aachen, Germany, June 24-26, 2019, IEEE, . [bibtex] [pdf] [doi]
[20] Context-aware temporal network representation of event logs: Model and methods for process performance analysis (, , and ), In Inf. Syst., volume 84, . [bibtex] [pdf] [doi]
2018
[19] How Much Event Data Is Enough? A Statistical Framework for Process Discovery (, , , , and ), In Advanced Information Systems Engineering - 30th International Conference, CAiSE 2018, Tallinn, Estonia, June 11-15, 2018, Proceedings (John Krogstie, Hajo A. Reijers, eds.), Springer, volume 10816, . [bibtex] [pdf] [doi]
[18] Fusion-Based Process Discovery (, , , and ), In Advanced Information Systems Engineering - 30th International Conference, CAiSE 2018, Tallinn, Estonia, June 11-15, 2018, Proceedings (John Krogstie, Hajo A. Reijers, eds.), Springer, volume 10816, . [bibtex] [pdf] [doi]
[17] Online Temporal Analysis of Complex Systems Using IoT Data Sensing (, , and ), In 34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, IEEE Computer Society, . [bibtex] [pdf] [doi]
[16] To aggregate or to eliminate? Optimal model simplification for improved process performance prediction (, , , , and ), In Inf. Syst., volume 78, . [bibtex] [pdf] [doi]
[15] Challenge Paper: Data Quality Issues in Queue Mining (, , and ), In ACM J. Data Inf. Qual., volume 9, . [bibtex] [pdf] [doi]
2017
[14] Temporal Network Representation of Event Logs for Improved Performance Modelling in Business Processes (, , and ), In Business Process Management - 15th International Conference, BPM 2017, Barcelona, Spain, September 10-15, 2017, Proceedings (Josep Carmona, Gregor Engels, Akhil Kumar, eds.), Springer, volume 10445, . [bibtex] [pdf] [doi]
[13] Traveling time prediction in scheduled transportation with journey segments (, , , , and ), In Inf. Syst., volume 64, . [bibtex] [pdf] [doi]
2016
[12] In Log and Model We Trust? A Generalized Conformance Checking Framework (, , , , and ), In Business Process Management - 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016. Proceedings (Marcello La Rosa, Peter Loos, Oscar Pastor, eds.), Springer, volume 9850, . [bibtex] [pdf] [doi]
[11] P \^3 -Folder: Optimal Model Simplification for Improving Accuracy in Process Performance Prediction (, , , , and ), In Business Process Management - 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016. Proceedings (Marcello La Rosa, Peter Loos, Oscar Pastor, eds.), Springer, volume 9850, . [bibtex] [pdf] [doi]
[10] In Log and Model We Trust? (Extended Abstract) (, , , , and ), In Proceedings of the 7th International Workshop on Enterprise Modeling and Information Systems Architectures, EMISA 2016: Fachgruppentreffen der GI-Fachgruppe Entwicklungsmethoden für Informationssysteme und deren Anwendung, Vienna, Austria, October 3-4, 2016 (Jan Mendling, Stefanie Rinderle-Ma, eds.), CEUR-WS.org, volume 1701, . [bibtex] [pdf]
[9] Conformance Checking and Performance Improvement in Scheduled Processes: A Queueing-Network Perspective (Extended Abstract) (, , , , , , and ), In Proceedings of the 7th International Workshop on Enterprise Modeling and Information Systems Architectures, EMISA 2016: Fachgruppentreffen der GI-Fachgruppe Entwicklungsmethoden für Informationssysteme und deren Anwendung, Vienna, Austria, October 3-4, 2016 (Jan Mendling, Stefanie Rinderle-Ma, eds.), CEUR-WS.org, volume 1701, . [bibtex] [pdf]
[8]In Log and Model We Trust? (, , , , and ), In EMISA Forum, volume 36, . [bibtex]
[7]Conformance Checking and Performance Improvement in Scheduled Processes: A Queueing-Network Perspective (, , , , , , and ), In EMISA Forum, volume 36, . [bibtex]
[6] Conformance checking and performance improvement in scheduled processes: A queueing-network perspective (, , , , , , and ), In Inf. Syst., volume 62, . [bibtex] [pdf] [doi]
2015
[5] Discovery and Validation of Queueing Networks in Scheduled Processes (, , , , , and ), In Advanced Information Systems Engineering - 27th International Conference, CAiSE 2015, Stockholm, Sweden, June 8-12, 2015, Proceedings (Jelena Zdravkovic, Marite Kirikova, Paul Johannesson, eds.), Springer, volume 9097, . [bibtex] [pdf] [doi]
[4] On Predicting Traveling Times in Scheduled Transportation (Extended Abstract) (, , , , and ), In Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), Lille, France, July 11th, 2015 (Ioannis Katakis, François Schnitzler, Thomas Liebig, Dimitrios Gunopulos, Katharina Morik, Gennady L. Andrienko, Shie Mannor, eds.), CEUR-WS.org, volume 1392, . [bibtex] [pdf]
[3] Queue mining for delay prediction in multi-class service processes (, , , and ), In Inf. Syst., volume 53, . [bibtex] [pdf] [doi]
2014
[2] Mining Resource Scheduling Protocols (, , , and ), In Business Process Management - 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014. Proceedings (Shazia Wasim Sadiq, Pnina Soffer, Hagen Völzer, eds.), Springer, volume 8659, . [bibtex] [pdf] [doi]
[1] Queue Mining - Predicting Delays in Service Processes (, , , and ), In Advanced Information Systems Engineering - 26th International Conference, CAiSE 2014, Thessaloniki, Greece, June 16-20, 2014. Proceedings (Matthias Jarke, John Mylopoulos, Christoph Quix, Colette Rolland, Yannis Manolopoulos, Haralambos Mouratidis, Jennifer Horkoff, eds.), Springer, volume 8484, . [bibtex] [pdf] [doi]
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