Journal Articles

8. A. Augusto, R. Conforti, M. Dumas, M. La Rosa, F.M. Maggi, A. Marrella, M. Mecella, and A. Soo. Automated Discovery of Process Models from Event Logs: Review and Benchmark. IEEE Transactions on Knowledge and Data Engineering, 31 (4), pp 686-705, 2018.

7. A. Augusto, M. Dumas, R. Conforti, A. Polyvyanyy, M. La Rosa. Split Miner: Automated Discovery of Accurate and Simple Business Process Models from Event Logs. Knowledge and Information Systems, In Press, 2018.

6. A. Augusto, R. Conforti, M. Dumas, M. La Rosa, and G. Bruno. Automated discovery of structured process models from event logs: The discover-and-structure approach. Data & Knowledge Engineering, 117, pp 373-392, 2018.

5. R. Conforti, M. La Rosa, and A.H.M. ter Hofstede. Filtering out Infrequent Behavior from Business Process Event Logs. IEEE Transactions on Knowledge and Data Engineering, 29 (2), pp 300-314, 2017.

4. R. Conforti, M. Dumas, L. García-Bañuelos, M. La Rosa. BPMN Miner: Automated discovery of BPMN process models with hierarchical structure. Information Systems, 2015.

3.  R. Conforti, M. de Leoni, M. La Rosa, W.M.P. van der Aalst, and A.H.M. ter Hofstede. A Recommendation System for Predicting Risks across Multiple Business Process Instances. Decision Support Systems, 69, pp 1–19, 2015.

2.  S. Suriadi, B. Weiß, A. Winkelmann, A.H.M. ter Hofstede, M. Wynn, C. Ouyang, M. Adams, R. Conforti, C. Fidge, M. La Rosa, and A. Pika. Current research in risk-aware business process management – overview, comparison, and gap analysis. Communications of the Association for Information Systems, 34 (1), Article 52, 2014.

1. R. Conforti, M. La Rosa, G. Fortino, A.H.M. ter Hofstede, and J. Recker. Real-Time Risk Monitoring in Business Processes: A Sensor-based Approach. Journal of Systems and Software, 86 (11), pp 2939-2965, 2013.

Book Chapters

1. R. Conforti. Hierarchical Process Discovery. In: Sakr S., Zomaya A. (Eds.) Encyclopedia of Big Data Technologies, Springer, 2018.

Conferences and Workshops

16.  A. Augusto, A. Armas-Cervantes, R. Conforti, M. Dumas, M. La Rosa, and D. Reißner. Abstract and Compare: A Family of Scalable Precision Measures for Automated Process Discovery. In M. Weske, M. Montali, I. Weber, and J. vom Brocke (Eds.) Proceedings of the 16th International Conference on Business Process Management (BPM’18), Sydney, Australia. Lecture Notes in Computer Science Vol. 11080, pp 158-175. Springer, 2018.

15. S.J. van Zelst, M.F. Sani, A. Ostovar, R. Conforti, M. La Rosa. Filtering Spurious Events from Event Streams of Business Processes. In J. Krogstie and H.A. Reijers (Eds.) Proceedings of the 30th International Conference of on Advanced Information Systems Engineering (CAiSE’18), Tallinn, Estonia. Lecture Notes in Computer Science Vol. 10816, pp 35-52. Springer, 2018.

14. A. Augusto, R. Conforti, M. Dumas, and M. La Rosa. Split miner: Discovering accurate and simple business process models from event logs. In Proceedings of the 17th IEEE International Conference on Data Mining, (ICDM’17), New Orleans, Louisiana, USA, pp 1-10. IEEE, 2017.

13. D. Reißner, R. Conforti, M. Dumas, M. La Rosa, and A. Armas-Cervantes: Scalable Conformance Checking of Business Processes. In H. Panetto, C. Debruyne, W. Gaaloul, M. P. Papazoglou, A. Paschke, C. A. Ardagna, and R. Meersman (Eds.) Proceedings of the 25th International Conference on Cooperative Information Systems (CoopIS’17), Rhodes, Greece. Lecture Notes in Computer Science Vol. 10573, pp 607-627. Springer, 2017.

12. R. Conforti, S. Fink, J. Manderscheid, and M. Röglinger. PRISM – A Predictive Risk Monitoring Approach for Business Processes. In M. La Rosa, P. Loos, O. Pastor (Eds.) Proceedings of the 14th International Conference on Business Process Management (BPM’16). Rio de Janeiro, Brazil. Springer, 2016.

11. A. Augusto, R. Conforti, M. Dumas, M. La Rosa, and G. Bruno. Automated discovery of structured process models: Discover structured vs. discover and structure. In Comyn-Wattiau I., Tanaka K., Song IY., Yamamoto S., Saeki M. (Eds.) Proceedings of the 35th International Conference on Conceptual Modeling (ER’16). Gifu, Japan. Springer, 2016.

10. A. Leontjeva, R. Conforti, C. Di Francescomarino, M. Dumas and F.M. Maggi. Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes. In H. Motahari, J. Recker, and M. Weidlich (Eds.) Proceedings of the 13th International Conference on Business Process Management (BPM’15). Innsbruck, Austria. Lecture Notes in Computer Science Vol. 9253, pp 297-313. Springer, 2015.

9. R. Conforti, M. Dumas, M. La Rosa, A. Maaradji, H. Nguyen, A. Ostovar, and Simon Raboczi. Analysis of Business Process Variants in Apromore. In F. Daniel and S. Zugal (Eds.) Proceedings of the BPM Demo Session 2015 held in conjunction with the 13th International Conference on Business Process Management (BPM’15). Innsbruck, Austria. CEUR Workshop Proceedings Vol. 1418, pp 16-20, CEUR, 2015.

8. A. Polyvyanyy, L. Corno, R. Conforti, S. Raboczi, M. La Rosa, and G. Fortino. Process Querying in Apromore. In F. Daniel and S. Zugal (Eds.) Proceedings of the BPM Demo Session 2015 held in conjunction with the 13th International Conference on Business Process Management (BPM’15). Innsbruck, Austria. CEUR Workshop Proceedings Vol. 1418, pp 105-109, CEUR, 2015.

7. R. Conforti, M. Dumas, L. García-Bañuelos, and M. La Rosa. Beyond Tasks and Gateways: Discovering BPMN Models with Subprocesses, Boundary Events and Activity Markers. In S. Sadiq, P. Soffer, and H. Völzer (Eds.) Proceedings of the 12th International Conference on Business Process Management (BPM’14), Haifa, Israel. Lecture Notes in Computer Science Vol. 8659, pp 101-117. Springer, 2014.

6. A. Polyvyanyy, M. Weidlich, R. Conforti, M. La Rosa, and A.H.M. ter Hofstede. The 4C Spectrum of Fundamental Behavioral Relations for Concurrent Systems. In G. Ciardo and E. Kindler (Eds.) Proceedings of the 35th International Conference on Application and Theory of Petri Nets and Concurrency (PETRI NETS’14), Tunis, Tunisia. Lecture Notes in Computer Science Vol. 8489, pp 210-232. Springer, 2014.

5. R. Conforti, M. de Leoni, M. La Rosa, and W.M.P. van der Aalst. Supporting Risk-Informed Decisions during Business Process Execution. In C. Salinesi, M.C. Norrie, and O. Pastor (Eds.) Proceedings of the 25th International Conference of on Advanced Information Systems Engineering (CAiSE’13), Valencia, Spain. Lecture Notes in Computer Science Vol. 7908, pp 116-132. Springer, 2013.

4. R. Conforti, M. La Rosa, A.H.M. ter Hofstede, G. Fortino, M. de Leoni, W.M.P. van der Aalst, and M. Adams. A Software Framework for Risk-Aware Business Process Management. In R. Deneckère and H.A. Proper (Eds.) Proceedings of the CAiSE’13 Forum at the 25th International Conference on Advanced Information Systems Engineering (CAiSE’13), Valencia, Spain. CEUR Workshop Proceedings Vol. 998, pp 130-137, CEUR, 2013.

3. R. Conforti, M. La Rosa, and G. Fortino. Process Monitoring Using Sensors in YAWL. In T. Freytag, A. Hense, A.H.M. ter Hofstede, and J. Mendling (Eds.) Proceedings of the First YAWL Symposium, Sankt Augustin, Germany. CEUR Workshop Proceedings Vol. 982, pp 49-55, CEUR, 2013.

2. R. Conforti, A.H.M. ter Hofstede, M. La Rosa, and M. Adams. Automated Risk Mitigation in Business Processes. In R. Meersman, H. Panetto, T. Dillon, S. Rinderle-Ma, P. Dadam, X. Zhou, S. Pearson, A. Ferscha, S. Bergamaschi, and I.F. Cruz (Eds.) Proceedings of the 20th International Conference on Cooperative Information Systems (CoopIS’12), Rome, Italy. Lecture Notes in Computer Science Vol. 7565, pp 212-231. Springer, 2012.

1. R. Conforti, G. Fortino, M. La Rosa, and A.H.M. ter Hofstede. History-aware, real-time risk detection in business processes. In R. Meersman, T. Dillon, P. Herrero, A.Kumar, M. Reichert, L. Qing, B.C. Ooi, E. Damiani, D.C. Schmidt, J. White, M. Hauswirth, P. Hitzler, and M.K. Mohania (Eds.) Proceedings of the 19th International Conference on Cooperative Information Systems (CoopIS’11), Hersonissos, Crete, Greece. Lecture Notes in Computer Science Vol. 7044, pp 100-118. Springer, 2011.