Publications - Author: Avigdor Gal
2022
[46] Process discovery with context-aware process trees (, , , , and ), In Inf. Syst., volume 106, . [bibtex] [url] [doi]
2020
[45] 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] [url] [doi]
[44] Interval-based Queries over Lossy IoT Event Streams (, , , , and ), In Trans. Data Sci., volume 1, . [bibtex] [pdf] [doi]
2019
[43] 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]
[42] Inductive Context-aware Process Discovery (, , , , and ), In International Conference on Process Mining, ICPM 2019, Aachen, Germany, June 24-26, 2019, IEEE, . [bibtex] [url] [doi]
[41] Introduction to the Special Issue on Integrating Process-oriented and Event-based Systems (, , , and ), In Inf. Syst., volume 81, . [bibtex] [url] [doi]
[40] Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models (, , , , , , and ), In Inf. Syst., volume 83, . [bibtex] [url] [doi]
[39] 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
[38] 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]
[37] 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] [url] [doi]
[36] 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] [url] [doi]
[35] To aggregate or to eliminate? Optimal model simplification for improved process performance prediction (, , , , and ), In Inf. Syst., volume 78, . [bibtex] [pdf] [doi]
[34] Challenge Paper: Data Quality Issues in Queue Mining (, , and ), In ACM J. Data Inf. Qual., volume 9, . [bibtex] [pdf] [doi]
[33] Blockchains for Business Process Management - Challenges and Opportunities (, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and ), In ACM Trans. Manag. Inf. Syst., volume 9, . [bibtex] [url] [doi]
2017
[32] 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]
[31] Traveling time prediction in scheduled transportation with journey segments (, , , , and ), In Inf. Syst., volume 64, . [bibtex] [pdf] [doi]
2016
[30] 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]
[29] 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]
[28] 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]
[27] 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]
[26] INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data (, , , , , , , , , , , , , , , , , , , , , , , , and ), In Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III (Bettina Berendt, Björn Bringmann, Élisa Fromont, Gemma C. Garriga, Pauli Miettinen, Nikolaj Tatti, Volker Tresp, eds.), Springer, volume 9853, . [bibtex] [pdf] [doi]
[25] Integrating Process-Oriented and Event-Based Systems (Dagstuhl Seminar 16341) (, , , and ), In Dagstuhl Reports, volume 6, . [bibtex] [pdf] [doi]
[24]In Log and Model We Trust? (, , , , and ), In EMISA Forum, volume 36, . [bibtex]
[23]Conformance Checking and Performance Improvement in Scheduled Processes: A Queueing-Network Perspective (, , , , , , and ), In EMISA Forum, volume 36, . [bibtex]
[22] Conformance checking and performance improvement in scheduled processes: A queueing-network perspective (, , , , , , and ), In Inf. Syst., volume 62, . [bibtex] [pdf] [doi]
2015
[21] 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]
[20] The Process Model Matching Contest 2015 (, , , , , , , , , , , , , , , , , , , , , , , , , , and ), In Enterprise Modelling and Information Systems Architectures, Proceedings of the 6th Int. Workshop on Enterprise Modelling and Information Systems Architectures, EMISA 2015, Innsbruck, Austria, September 3-4, 2015 (Jens Kolb, Henrik Leopold, Jan Mendling, eds.), GI, volume P-248, . [bibtex] [pdf]
[19] SMART: A tool for analyzing and reconciling schema matching networks (, , , , , , , and ), In 31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015 (Johannes Gehrke, Wolfgang Lehner, Kyuseok Shim, Sang Kyun Cha, Guy M. Lohman, eds.), IEEE Computer Society, . [bibtex] [pdf] [doi]
[18] 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]
[17] Queue mining for delay prediction in multi-class service processes (, , , and ), In Inf. Syst., volume 53, . [bibtex] [pdf] [doi]
2014
[16] Measuring Expected Integration Effort in Service Composition (, , and ), In IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27 - July 2, 2014, IEEE Computer Society, . [bibtex] [pdf] [doi]
[15] 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]
[14] 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]
[13] Scalable stateful stream processing for smart grids (, , , and ), In The 8th ACM International Conference on Distributed Event-Based Systems, DEBS '14, Mumbai, India, May 26-29, 2014 (Umesh Bellur, Ravi Kothari, eds.), ACM, . [bibtex] [pdf] [doi]
[12] Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management (, , , , , , , , , , , , , and ), In Proceedings of the 17th International Conference on Extending Database Technology, EDBT 2014, Athens, Greece, March 24-28, 2014 (Sihem Amer-Yahia, Vassilis Christophides, Anastasios Kementsietsidis, Minos N. Garofalakis, Stratos Idreos, Vincent Leroy, eds.), OpenProceedings.org, . [bibtex] [pdf] [doi]
[11] Pay-as-you-go reconciliation in schema matching networks (, , , , , and ), In IEEE 30th International Conference on Data Engineering, Chicago, ICDE 2014, IL, USA, March 31 - April 4, 2014 (Isabel F. Cruz, Elena Ferrari, Yufei Tao, Elisa Bertino, Goce Trajcevski, eds.), IEEE Computer Society, . [bibtex] [pdf] [doi]
[10] Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights (, , , , , , , , , , , , , and ), In Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part III (Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo, eds.), Springer, volume 8726, . [bibtex] [pdf] [doi]
[9] Optimizing Event Pattern Matching Using Business Process Models (, , , , and ), In IEEE Trans. Knowl. Data Eng., volume 26, . [bibtex] [pdf] [doi]
[8] Event Recognition Challenges and Techniques: Guest Editors' Introduction (, , , and ), In ACM Trans. Internet Techn., volume 14, . [bibtex] [pdf] [doi]
2013
[7] Net-Based Analysis of Event Processing Networks - The Fast Flower Delivery Case (, , and ), In Application and Theory of Petri Nets and Concurrency - 34th International Conference, PETRI NETS 2013, Milan, Italy, June 24-28, 2013. Proceedings (José Manuel Colom, Jörg Desel, eds.), Springer, volume 7927, . [bibtex] [pdf] [doi]
[6] Self-adaptive event recognition for intelligent transport management (, , , , and ), In 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 6-9 October 2013, Santa Clara, CA, USA (Xiaohua Hu, Tsau Young Lin, Vijay V. Raghavan, Benjamin W. Wah, Ricardo Baeza-Yates, Geoffrey C. Fox, Cyrus Shahabi, Matthew Smith, Qiang Yang, Rayid Ghani, Wei Fan, Ronny Lempel, Raghunath Nambiar, eds.), IEEE Computer Society, . [bibtex] [pdf] [doi]
[5] Predicting the Quality of Process Model Matching (, , , , and ), In Business Process Management - 11th International Conference, BPM 2013, Beijing, China, August 26-30, 2013. Proceedings (Florian Daniel, Jianmin Wang, Barbara Weber, eds.), Springer, volume 8094, . [bibtex] [pdf] [doi]
[4] Grand challenge: the TechniBall system (, , , , , and ), In The 7th ACM International Conference on Distributed Event-Based Systems, DEBS '13, Arlington, TX, USA - June 29 - July 03, 2013 (Sharma Chakravarthy, Susan Darling Urban, Peter R. Pietzuch, Elke A. Rundensteiner, eds.), ACM, . [bibtex] [pdf] [doi]
[3] Minimizing Human Effort in Reconciling Match Networks (, , , , , , , and ), In Conceptual Modeling - 32th International Conference, ER 2013, Hong-Kong, China, November 11-13, 2013. Proceedings (Wilfred Ng, Veda C. Storey, Juan Trujillo, eds.), Springer, volume 8217, . [bibtex] [pdf] [doi]
[2] Matching Business Process Models Using Positional Passage-Based Language Models (, , , and ), In Conceptual Modeling - 32th International Conference, ER 2013, Hong-Kong, China, November 11-13, 2013. Proceedings (Wilfred Ng, Veda C. Storey, Juan Trujillo, eds.), Springer, volume 8217, . [bibtex] [pdf] [doi]
[1] Completeness and Ambiguity of Schema Cover (, , , , , , , , and ), In On the Move to Meaningful Internet Systems: OTM 2013 Conferences - Confederated International Conferences: CoopIS, DOA-Trusted Cloud, and ODBASE 2013, Graz, Austria, September 9-13, 2013. Proceedings (Robert Meersman, Hervé Panetto, Tharam S. Dillon, Johann Eder, Zohra Bellahsene, Norbert Ritter, Pieter De Leenheer, Dejing Dou, eds.), Springer, volume 8185, . [bibtex] [pdf] [doi]
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