Andrea Burattin, Ph.D.

Postdoctoral Research Assistant

Publications

2017

Journal coverDetection and quantification of flow consistency in business process models
A. Burattin, V. Bernstein, M. Neurauter, P. Soffer, B. Weber
In Software & Systems Modeling.
DOI: 10.1007/s10270-017-0576-y
ISSN: 1619-1366
Measuring and Explaining Cognitive Load During Design Activities: A fine-grained approach
B. Weber, M. Neurauter, A. Burattin, J. Pinggera, C. Davis
In Proceedings of Gmunden Retreat on NeuroIS; Gmunden Austria; 2016.
Designing Visual Decision Making Support with the Help of Eye Tracking
B. Weber, J. Gulden, A. Burattin
in Proceedings of 18th BPMDS working conference; Essen, Germany; June 12-13 2017.

2016

PLG2: Multiperspective Process Randomization with Online and Offline Simulations
A. Burattin
In Online Proceedings of the BPM Demo Track 2016; Rio de Janeiro, Brasil; September, 18 2016; CEUR-WS.org 2016.
Eye Tracking Meets the Process of Process Modeling: a Visual Analytic Approach
A. Burattin, M. Kaiser, M. Neurauter, B. Weber
In Proceedings of the 5th International Workshop on Theory and Applications of Process Visualization (TAProViz 2016); Rio de Janeiro, Brasil; September 18 2016.
DOI: 10.1007/978-3-319-58457-7_34
Visualization of the Evolution of Layout Metrics for Business Process Models
C. Haisjackl, A. Burattin, P. Soffer, B. Weber
In Proceedings of the 5th International Workshop on Theory and Applications of Process Visualization (TAProViz 2016); Rio de Janeiro, Brasil; September 18 2016.
DOI: 10.1007/978-3-319-58457-7_33
Detection and Quantification of Flow Consistency in Business Process Models
A. Burattin, V. Bernstein, M. Neurauter, P. Soffer, B. Weber
In CoRR abs/1602.02992, Feb. 2016.
Time and Activity Sequence Prediction of Business Process Instances
M. Polato, A. Sperduti, A. Burattin, M. de Leoni
In CoRR abs/1602.07566, Feb. 2016.
Journal coverConformance Checking Based on Multi-Perspective Declarative Process Models
A. Burattin, F. Maggi, A. Sperduti
In Expert Systems with Applications, vol. 65, pp. 194-211.
DOI: 10.1016/j.eswa.2016.08.040
ISSN: 0957-4174

2015

Conformance Checking Based on Multi-Perspective Declarative Process Models
A. Burattin, F. M. Maggi, A. Sperduti
In CoRR abs/1503.04957, Mar. 2015.
Journal coverOnline Discovery of Declarative Process Models from Event Streams
A. Burattin, M. Cimitile, F. Maggi, A. Sperduti
In IEEE Transactions on Services Computing, vol. 8, no. 6, pp. 833-846.
DOI: 10.1109/TSC.2015.2459703
ISSN: 1939-1374
Toward an Anonymous Process Mining
A. Burattin, M. Conti, D. Turato
In Proceedings of Future Internet of Things and Cloud (FiCloud 2015); Rome, Italy; August 24-26 2015.
DOI: 10.1109/FiCloud.2015.9
Journal coverThe Influence of Cognitive Abilities and Cognitive Load on Business Process Models and Their Creation
M. Neurauter, J. Pinggera, M. Martini, A. Burattin, M. Furtner, P. Sachse, B. Weber
In Proceedings of Gmunden Retreat on NeuroIS; Gmunden Austria; 2015
DOI: 10.1007/978-3-319-18702-0_14
Journal coverProcess Mining Techniques in Business Environments
A. Burattin
Springer Int. Publishing, Lecture Notes in Business Information Processing, 2015.
DOI: 10.1007/978-3-319-17482-2
ISBN: 978-3-319-17481-5

2014

Journal coverSocialSpy: Browsing (Supposedly) Hidden Information in Online Social Networks
A. Burattin, G. Cascavilla, M. Conti
In Proceedings of the 9th International Conference on Risks and Security of Internet and Systems (CRiSIS 2014); Trento, Italy; August 27-29, 2014.
DOI: 10.1007/978-3-319-17127-2_6
A Novel Criterion for Overlapping Communities Detection and Clustering Improvement
A. Berti, A. Sperduti, A. Burattin
In Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (IEEE SSCI CIDM 2014); Orlando, Florida, USA; December 9-12, 2014.
DOI: 10.1109/CIDM.2014.7008675
Data Streams in ProM 6: A single-node architecture
S. J. van Zelst, A. Burattin, B. van Dongen, H.M.W. Verbeek
In Online Proceedings of the BPM Demo Track 2014; Haifa, Israel; September, 10 2014; CEUR-WS.org 2014.
Journal coverLights, Camera, Action! Business Process Movies for Online Process Discovery
A. Burattin, F. M. Maggi, M. Cimitile
In Proceedings of the 3rd International Workshop on Theory and Applications of Process Visualization (TAProViz 2014); Haifa, Israel; 8 September 2014.
DOI: 10.1007/978-3-319-15895-2_34
SocialSpy: Browsing (Supposedly) Hidden Information in Online Social Networks
A. Burattin, G. Cascavilla, M. Conti
In CoRR abs/1406.3216, Jun. 2014.
Data-Aware Remaining Time Prediction of Business Process Instances
M. Polato, A. Sperduti, A. Burattin, M. de Leoni
In Proceedings of the International Joint Conference on Neural Networks (IEEE WCCI IJCNN 2014); Beijing, China; July 6-11, 2014.
DOI: 10.1109/IJCNN.2014.6889360
Control-flow Discovery from Event Streams
A. Burattin, A. Sperduti, W. M. P. van der Aalst
In Proceedings of the Congress on Evolutionary Computation (IEEE WCCI CEC 2014); Beijing, China; July 6-11, 2014.
DOI: 10.1109/CEC.2014.6900341

2013

Applicability of Process Mining Techniques in Business Environments
A. Burattin
In Alma Mater Digital Library. PhD Thesis, University of Bologna.
DOI: 10.6092/unibo/amsdottorato/5446
Journal coverOnline Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models
F. M. Maggi, A. Burattin, M. Cimitile, A. Sperduti
In Proceedings of International Conference on Cooperative Information Systems (CoopIS 2013); Graz, Austria; September 11-13, 2013.
DOI: 10.1007/978-3-642-41030-7_7
Business Models Enhancement through Discovery of Roles
A. Burattin, A. Sperduti, M. Veluscek
In Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (IEEE SSCI CIDM 2013); Singapore; April 15-19, 2013.
DOI: 10.1109/CIDM.2013.6597224

2012

Techniques for A Posteriori Analysis of Declarative Processes
A. Burattin, F. M. Maggi, W. M. P. van der Aalst, A. Sperduti
In Proceedings of the 16th IEEE International EDOC Conference (EDOC 2012); Beijing, China; September 10-14, 2012.
DOI: 10.1109/EDOC.2012.15
Heuristics Miners for Streaming Event Data
A. Burattin, A. Sperduti, W. M. P. van der Aalst
In CoRR abs/1212.6383, Dec. 2012.
Journal coverProcess Mining: come estrarre conoscenza dai log dei sistemi informativi orientati ai processi
W. M. P. van der Aalst, A. Burattin, M. de Leoni, A. Guzzo, F. M. Maggi, M. Montali
In Mondo Digitale, n. 43, Sep. 2012.
ISSN: 1720-898X

2011

Journal coverProcess Mining Manifesto
W. M. P. van der Aalst, et al. (including A. Burattin)
In Proceedings of BPM 2011 Workshops, volume 99 of Lecture Notes in Business Information Processing, pages 169-194. Springer-Verlag, Berlin, 2011.
DOI: 10.1007/978-3-642-28108-2_19
A Framework for Semi-Automated Process Instance Discovery From Decorative Attributes
A. Burattin, R. Vigo
In Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (IEEE SSCI CIDM 2011); Paris, France; April 11-15, 2011.
DOI: 10.1109/CIDM.2011.5949450
Journal coverA Business Process Metric Based on the Alpha Algorithm Relations
F. Aiolli, A. Burattin, A. Sperduti
In Proceedings of the 7th International Workshop on Business Process Intelligence (BPI 2011); September 2, 2011.
DOI: 10.1007/978-3-642-28108-2_13

2010

Simon Says the Color: The Digital Evolution of an Outdoor Kids Game
C. E. Palazzi, D. Maggiorini, A. Burattin, R. Ferro.
In Proceedings of the International Workshop on DIstributed SImulation & Online gaming (DISIO 2010) (ICST/ACM SIMUTools); Torremolinos, Spain; March 15, 2010.
DOI: 10.4108/ICST.SIMUTOOLS2010.8719
Heuristics Miner for Time Intervals
A. Burattin, A. Sperduti
In Proceedings of European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2010; Bruges, Belgium; April 28-30, 2010.
Automatic Determination of Parameters Values' for Heuristics Miner++
A. Burattin, A. Sperduti
In Proceedings of IEEE Congress on Evolutionary Computation (IEEE WCCI CEC 2010); Barcelona, Spain; July 18-23, 2010.
DOI: 10.1109/CEC.2010.5586208
Journal coverPLG: a Framework for the Generation of Business Process Models and their Execution Logs
A. Burattin, A. 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.
DOI: 10.1007/978-3-642-20511-8_20

Master Thesis

Analysis of main Process Mining algorithms and generalization proposal for Heuristics Miner algorithm to use time intervals
Analisi dei principali algoritmi di Process Mining e proposta di generalizzazione dell'algoritmo Heuristics Miner al trattamento di intervalli temporali
A. Burattin.
Università degli Studi di Padova; September, 2009.

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