Publications

List of published papers and other material.

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Conferences and Workshops

12. Control-flow Discovery from Event Streams
Andrea Burattin, Alessandro Sperduti, Wil M. P. van der Aalst.
In Proceedings of the Congress on Evolutionary Computation (IEEE WCCI CEC 2014); Beijing, China; July 6-11, 2014.
11. Data-Aware Remaining Time Prediction of Business Process Instances
Mirko Polato, Alessandro Sperduti, Andrea Burattin, Massimiliano de Leoni.
In Proceedings of the International Joint Conference on Neural Networks (IEEE WCCI IJCNN 2014); Beijing, China; July 6-11, 2014.
10. Online Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models
Fabrizio Maria Maggi, Andrea Burattin, Marta Cimitile, Alessandro Sperduti.
In Proceedings of International Conference on Cooperative Information Systems (CoopIS 2013); Graz, Austria; September 11-13, 2013.
[10.1007/978-3-642-41030-7_7]
9. Business Models Enhancement through Discovery of Roles
Andrea Burattin, Alessandro Sperduti, Marco Veluscek.
In Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (IEEE SSCI CIDM 2013); Singapore; April 15-19, 2013.
[10.1109/CIDM.2013.6597224]
8. Heuristics Miners for Streaming Event Data
Andrea Burattin, Alessandro Sperduti, Wil M. P. van der Aalst.
In CoRR abs/1212.6383, Dec. 2012.
7. Techniques for A Posteriori Analysis of Declarative Processes
Andrea Burattin, Fabrizio M. Maggi, Wil M. P. van der Aalst, Alessandro Sperduti.
In Proceedings of the 16th IEEE International EDOC Conference (EDOC 2012), Beijing, China; September 10-14, 2012.
[10.1109/EDOC.2012.15]
6. A Business Process Metric Based on the Alpha Algorithm Relations
Fabio Aiolli, Andrea Burattin and Alessandro Sperduti.
In Proceedings of the 7th International Workshop on Business Process Intelligence (BPI 2011); September 2, 2011.
[Presentation slides10.1007/978-3-642-28108-2_13]
5. Process Mining Manifesto
Wil M. P. van der Aalst et al. (incl. A. Burattin, A. Sperduti).
In Proceedings of Business Process Management Workshops 2011, 169-194.
[Traduzione italiana978-3-642-28108-2_19]
4. A Framework for Semi-Automated Process Instance Discovery From Decorative Attributes
Andrea Burattin and Roberto Vigo.
In Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (IEEE SSCI CIDM 2011); Paris, France; April 11-15, 2011.
[Presentation slides10.1109/CIDM.2011.5949450]
3. PLG: a Framework for the Generation of Business Process Models and their Execution Logs
Andrea Burattin and Alessandro Sperduti.
In Proceedings of the 6th International Workshop on Business Process Intelligence (BPI 2010); Stevens Institute of Technology; Hoboken, New Jersey, USA; September 13, 2010.
[Presentation slides10.1007/978-3-642-20511-8_20]
2. Automatic Determination of Parameters Values' for Heuristics Miner++
Andrea Burattin and Alessandro Sperduti.
In Proceedings of IEEE Congress on Evolutionary Computation (IEEE WCCI CEC 2010); Barcelona, Spain; July 18-23, 2010.
[Presentation slides10.1109/CEC.2010.5586208]
1. Heuristics Miner for Time Intervals
Andrea Burattin and Alessandro Sperduti.
In Proceedings of ESANN 2010; Bruges, Belgium; April 28-30, 2010.
[Presentation slides]

Theses

Esplorazione dell'uso di GPU per l'allineamento di log di eventi per il process mining
Ivan Belluco; Supervisors: Prof. Alessandro Sperduti
Università di Padova, 2013.
Applicability of Process Mining Techniques in Business Environments
PhD Thesis; Andrea Burattin; Supervisor: Prof. Alessandro Sperduti
University of Bologna; 2013.
Configurazione automatica di Heuristics Miner++ tramite il principio MDL
Daniele Turato; Supervisors: Andrea Burattin and Prof. Alessandro Sperduti
Università di Padova, 2012.
Analisi dei principali algoritmi di Process Mining e proposta di generalizzazione dell’algoritmo Heuristics Miner al trattamento di intervalli temporali
Andrea Burattin; Supervisor: Prof. Alessandro Sperduti
Università di Padova, 2009.

Technical Reports

Metric for Clustering Business Processes Based on Alpha Algorithm Relations
Fabio Aiolli, Andrea Burattin and Alessandro Sperduti.
PLG: a Process Log Generator
Andrea Burattin and Alessandro Sperduti.