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Michele BerlingerioPhD in Computer Science and Engineering
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About me..
Right now, I'm a post-doc researcher at the Knowledge Discovery and Delivery Lab @ ISTI-CNR in Pisa, Italy. My fields of research include Graph Data Mining, Social Network Analysis, Workflow Mining.
NEW!
I'm visiting Tina Eliassi-Rad @ Rutgers University as a post-doc in July and August.
NEW!
I'm co-chair of the NEMO Workshop on "Finding Patterns of Human Behaviors in NEworks and MObility Data", in conjunction with ECML-PKDD2011.
Short CV
July-August 2011: visiting post-doc researcher at Rutgers University, New Brunswick, NJ, USA, with Tina Eliassi-Rad
Since December 2009: post-doc researcher at the Knowledge Discovery and Delivery Lab @ ISTI-CNR in Pisa, Italy
December 2009: PhD in Computer Science and Engineering from IMT Lucca, Italy.
Thesis: "Graph and Network Data: Mining the Temporal Dimension".
September 2009: visiting Prof. Laks V.S. Lakshmanan, UBC Vancouver, Canada.
May 2008-Feb 2009: internship @ Yahoo! Research - Barcelona, Spain
December 2005: M.Sc. (Laurea) in Computer Science, @ University of Pisa, Italy.
Thesis: "Pattern Discovery su genotipi per l'inferenza di aplotipi responsabili di malattie del fegato".
Download the full Curriculum Vitae.
Publications
Book Chapters:- Michele Berlingerio, Francesco Bonchi, Michele Curcio, Fosca Giannotti, Franco Turini:
Mining Clinical, Immunological, and Genetic Data of Solid Organ Transplantation. In "Biomedical Data and Applications ", Amandeep S. Sidhu and Tharam S.Dillon Ed., Studies in Computational Intelligence, Volume 224/2009, ©Springer, 2009.
- Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna
Monreale, Dino Pedreschi:
The Pursuit of Hubbiness: Analysis of Hubs in Large Multidimensional Networks. In Journal of Computational Science, Accepted for Publication. - Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna
Monreale, Dino Pedreschi:
Evolving Networks: Eras and Turning Points. In Journal of Intelligent Data Analysis, Accepted for Publication. - Bjoern Bringmann, Michele Berlingerio, Francesco Bonchi, Aristides Gionis:
Learning and Predicting the Evolution of Social Networks. In Intelligent Systems Journal, July/August 2010, vol. 25 no. 4.
- Michele Berlingerio, Michele Coscia, Fosca Giannotti:
Finding Redundant and Complementary Communities in Multidimensional Networks. (Poster) In Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM) - 2011 , Accepted for Publication. - Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna
Monreale, Dino Pedreschi:
Foundations of Multidimensional Network Analysis. In Proceedings of the International Conference on Advances in Social Networks Analysis and Mining - 2011 , Accepted for Publication. - Michele Berlingerio, Michele Coscia, Fosca Giannotti:
Finding and Characterizing Communities in Multidimensional Networks. In Proceedings of the International Conference on Advances in Social Networks Analysis and Mining - 2011 , Accepted for Publication. - Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi:
As Time Goes By: Discovering Eras in Evolving Social Networks. In Proceedings of PAKKD 2010. - Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi:
Towards Discovery of Eras in Social Networks. In Proceedings of the M3SN 2010 Workshop, in conjunction with ICDE2010. - Michele Berlingerio, Michele Coscia, Fosca Giannotti:
Mining the Temporal Dimension of the Information Propagation. In Proceedings of the 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, 237-248 - Michele Berlingerio, Francesco Bonchi, Bjoern Bringmann, Aristides Gionis:
Mining Graph Evolution Rules. In Proceedings of Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, 115-130. - Michele Berlingerio, Fabio Pinelli, Mirco Nanni, Fosca Giannotti:
Temporal mining for interactive workflow data analysis. SIGKDD 2009:109-118. - Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini:
Time-annotated Sequences for Medical Data Mining. Proceedings of The IEEE International Workshop of Data Mining in Medicine 2007 (DMMed '07 in conjunction with ICDM'07), 28 October 2007, Omaha, Nebraska. - Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini:
Mining Clinical Data with a Temporal Dimension: a Case Study. Proceedings of The 1st IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2007), 2-4 November 2007, San Jose, California. - Michele Berlingerio, Francesco Bonchi, Silvia Chelazzi, Michele Curcio, Fosca Giannotti, Fabrizio Scatena:
Mining HLA Patterns Explaining Liver Diseases. CBMS 2006: 702-707.
- Giulio Rossetti, Michele Berlingerio, Fosca Giannotti:
Link Prediction su Reti Multidimensionali. In Proceedings of SEBD 2011. - Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi:
As Time Goes By: Discovering Eras in Evolving Social Networks. In Proceedings of SEBD 2010. - Michele Berlingerio, Michele Coscia, Fosca Giannotti:
Mining the Information Propagation in a Network. SEBD 2009. - Michele Berlingerio, Fosca Giannotti, Mirco Nanni, Fabio Pinelli:
Temporal analysis of process logs: a case study. SEBD 2008: 430-437 - Michele Berlingerio, Francesco Bonchi, Fosca Giannotti:
Towards Constraint-Based Graph Mining. SEBD 2007: 274-281.
Organization Activities
Organization:
- Co-chair of the International Workshop on Finding Patterns of Human Behaviors in NEtwork and MObility Data (NEMO) at ECML-PKDD '11
- Co-chair of the International Workshop on Analysis of Complex NEtworks (ACNE) at ECML-PKDD '10
- WSDM 2009, Barcelona, Spain: Local organization
- ICDM 2008, Pisa, Italy: Local organization
As reviewer:
- PC Member of CIKM 2011
- PC Member of ECML-PKDD 2011
- PC Member of SIGKDD 2011
- PC Member of CIKM 2010
- PC Member of ECML-PKDD 2010
Awards
2006:
- IEEE CIS Travel Grant
Software
- GERM : the Graph Evolution Rule Miner
Pictures