Publications - Author: Avishai Mandelbaum
2018
[11] To aggregate or to eliminate? Optimal model simplification for improved process performance prediction (, , , , and ), In Inf. Syst., volume 78, . [bibtex] [pdf] [doi]
2017
[10] Traveling time prediction in scheduled transportation with journey segments (, , , , and ), In Inf. Syst., volume 64, . [bibtex] [pdf] [doi]
2016
[9] 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]
[8] 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]
[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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