Michele Berlingerio  Michele Berlingerio photo       

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Research Staff Member
Ireland Research Lab, Dublin, Ireland
  +353dash1dash8269436

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2015

Crowd Sourcing, with a Few Answers: Recommending Commuters for Traffic Updates
Elizabeth Daly, Michele Berlingerio, Francois Schnitzler
Winner of Best Short Paper Award RecSys 2015, Proceedings of the 9th ACM Conference on Recommender Systems, pp. 253--256

S&P360: Multidimensional Perspective on Companies from Online Data Sources
Michele Berlingerio, Stefano Braghin, Francesco Calabrese, Cody Dunne, Yiannis Gkoufas, Mauro Martino, Jamie C. Rasmussen, Steven I. Ross
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III, pp. 320--324

Mobility Mining for Journey Planning in Rome
Michele Berlingerio, Veli Bicer, Adi Botea, Stefano Braghin, Nuno Lopes, Riccardo Guidotti, Francesca Pratesi
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III, pp. 222--226


2014

AllAboard: visual exploration of cellphone mobility data to optimise public transport
Giusy Di Lorenzo, Marco Luca Sbodio, Francesco Calabrese, Michele Berlingerio, Rahul Nair, Fabio Pinelli
IUI'14 19th International Conference on Intelligent User Interfaces, IUI'14, Haifa, Israel, February 24-27, 2014, pp. 335--340

Predicting User Engagement in Twitter with Collaborative Ranking
Ernesto Diaz-Aviles, Hoang Thanh Lam, Fabio Pinelli, Stefano Braghin, Yiannis Gkoufas, Michele Berlingerio, Francesco Calabrese
Proceedings of the 2014 Recommender Systems Challenge, pp. 41:41--41:46, ACM


2013

ABACUS: Apriori-BAsed Community discovery in mUltidimensional networkS
Michele Berlingerio, Fabio Pinelli, Francesco Calabrese
CoRRabs/1303.2025, 2013

Measuring Public-Transport Accessibility Using Pervasive Mobility Data
Laura Ferrari, Michele Berlingerio, Francesco Calabrese, Bill Curtis-Davidson
IEEE Pervasive Computing 12(1), 26--33, 2013

Multi-Modal Journey Planning in the Presence of Uncertainty
Adi Botea, Evdokia Nikolova, Michele Berlingerio
Proceedings of the Twenty-Third International Conference on Automated Planning and Scheduling, ICAPS 2013, Rome, Italy, June 10-14, 2013

ABACUS: frequent pAttern mining-BAsed Community discovery in mUltidimensional networkS
Michele Berlingerio, Fabio Pinelli, Francesco Calabrese
Data Min. Knowl. Discov. 27(3), 294--320, 2013

Network similarity via multiple social theories
Michele Berlingerio, Danai Koutra, Tina Eliassi-Rad, Christos Faloutsos
Advances in Social Networks Analysis and Mining 2013, ASONAM '13, Niagara, ON, Canada - August 25 - 29, 2013, pp. 1439--1440

AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data
Michele Berlingerio, Francesco Calabrese, Giusy Di Lorenzo, Rahul Nair, Fabio Pinelli, Marco Luca Sbodio
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III, pp. 663--666

SaferCity: A System for Detecting and Analyzing Incidents from Social Media
Michele Berlingerio, Francesco Calabrese, Giusy Di Lorenzo, Xiaowen Dong, Yiannis Gkoufas, Dimitrios Mavroeidis
13th IEEE International Conference on Data Mining Workshops, ICDM Workshops, TX, USA, December 7-10, 2013, pp. 1077--1080

Multidimensional networks: foundations of structural analysis
Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi
World Wide Web 16(5-6), 567--593, 2013

Evolving networks: Eras and turning points
Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi
Intell. Data Anal. 17(1), 27--48, 2013


2012

NetSimile: A Scalable Approach to Size-Independent Network Similarity
Michele Berlingerio, Danai Koutra, Tina Eliassi-Rad, Christos Faloutsos
CoRRabs/1209.2684, 2012

ComeTogether: Discovering Communities of Places in Mobility Data
Igo Ramalho Brilhante, Michele Berlingerio, Roberto Trasarti, Chiara Renso, Jos\'{e} Ant\^{o}nio Fernandes de Mac\^{e}do, Marco Antonio Casanova
13th IEEE International Conference on Mobile Data Management, MDM 2012, Bengaluru, India, July 23-26, 2012, pp. 268--273


2011

Link Prediction su Reti Multidimensionali
Giulio Rossetti, Michele Berlingerio, Fosca Giannotti
Sistemi Evoluti per Basi di Dati - SEBD 2011, Proceedings of the Nineteenth Italian Symposium on Advanced Database Systems, Maratea, Italy, June 26-29, 2011, pp. 350--357

Scalable Link Prediction on Multidimensional Networks
Giulio Rossetti, Michele Berlingerio, Fosca Giannotti
Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, Vancouver, BC, Canada, December 11, 2011, pp. 979--986

Foundations of Multidimensional Network Analysis
Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi
International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011, Kaohsiung, Taiwan, 25-27 July 2011, pp. 485--489

The pursuit of hubbiness: Analysis of hubs in large multidimensional networks
Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi
J. Comput. Science 2(3), 223--237, 2011

Finding redundant and complementary communities in multidimensional networks
Michele Berlingerio, Michele Coscia, Fosca Giannotti
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011, pp. 2181--2184

Finding and Characterizing Communities in Multidimensional Networks
Michele Berlingerio, Michele Coscia, Fosca Giannotti
International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011, Kaohsiung, Taiwan, 25-27 July 2011, pp. 490--494


2010

Learning and Predicting the Evolution of Social Networks
Bjrn Bringmann, Michele Berlingerio, Francesco Bonchi, Aristides Gionis
IEEE Intelligent Systems 25(4), 26--35, 2010

Discovering Eras in Evolving Social Networks (Extended Abstract)
Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, SEBD 2010, Rimini, Italy, June 20-23, 2010, pp. 78--85

As Time Goes by: Discovering Eras in Evolving Social Networks
Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi
Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part I, pp. 81--90

Towards discovery of eras in social networks
Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi
Workshops Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA, pp. 278--281


2009

Temporal mining for interactive workflow data analysis
Michele Berlingerio, Fabio Pinelli, Mirco Nanni, Fosca Giannotti
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009, pp. 109--118

Mining the Information Propagation in a Network
Michele Berlingerio, Michele Coscia, Fosca Giannotti
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, SEBD 2009, Camogli, Italy, June 21-24, 2009, pp. 333--340

Mining the Temporal Dimension of the Information Propagation
Michele Berlingerio, Michele Coscia, Fosca Giannotti
Advances in Intelligent Data Analysis VIII, 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009. Proceedings, pp. 237--248

Mining Clinical, Immunological, and Genetic Data of Solid Organ Transplantation
Michele Berlingerio, Francesco Bonchi, Michele Curcio, Fosca Giannotti, Franco Turini
Biomedical Data and Applications, pp. 211--236, 2009

Mining Graph Evolution Rules
Michele Berlingerio, Francesco Bonchi, Bjrn Bringmann, Aristides Gionis
Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I, pp. 115--130


2008

Temporal analysis of process logs: a case study
Michele Berlingerio, Fosca Giannotti, Mirco Nanni, Fabio Pinelli
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, SEBD 2008, 22-25 June 2008, Mondello, PA, Italy, pp. 430--437


2007

Time-Annotated Sequences for Medical Data Mining
Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini
Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), October 28-31, 2007, Omaha, Nebraska, USA, pp. 133--138

Mining Clinical Data with a Temporal Dimension: A Case Study
Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007, Silicon Valley, CA, USA, November 2-4, 2007, pp. 429--436

Towards Constraint-Based Subgraph Mining
Michele Berlingerio, Francesco Bonchi, Fosca Giannotti
Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, SEBD 2007, 17-20 June 2007, Torre Canne, Fasano, BR, Italy, pp. 274--281


2006

Mining HLA Patterns Explaining Liver Diseases
Michele Berlingerio, Francesco Bonchi, Silvia Chelazzi, Michele Curcio, Fosca Giannotti, Fabrizio Scatena
19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006, Salt Lake City, Utah, USA, pp. 702--707