Knowledge Discovery and Data Mining Laboratory (KDD)

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Publications

2002  2003  2004  2005  2006  2007  2008  2009  2010  2011  2012  2013  2014  2015  2016  2017 

 
PUMA, and MetaPub allow for more selective retrieval from the collections of the CNR Institutes; in particular from the CSCE, CNUCE, IEI, and ISTI collections.


Journal articles

   2014
1Aldinucci M., Ruggieri S., Torquati M. Decision tree building on multi-core using FastFlow. In: Concurrency and Computation, vol. 26 (3) pp. 800 - 820. Wiley, 2014.        
2Coscia M., Rossetti G., Pedreschi D., Giannotti F. Uncovering hierarchical and overlapping communities with a local-first approach. In: ACM Transactions on Knowledge Discovery from Data, vol. 9 (1) article n. 6. ACM, 2014.        
3Hajian S., Domingo-Ferrer J., Monreale A., Pedreschi D., Giannotti F. Discrimination- and privacy-aware patterns. In: Data Mining and Knowledge Discovery, vol. 29 (6) pp. 1733 - 1782. Springer, 2015. [Online First 22 November 2014]           
4Mascitti D., Conti M., Passarella A., Ricci L. Service provisioning through opportunistic computing. In: Procedia Computer Science, vol. 40 pp. 143 - 150. Special issue: Fourth International Conference on Selected Topics in Mobile & Wireless Networking (MoWNet’2014). Elsevier, 2014.        
5Monreale A., Pedreschi D., Pensa R. G., Pinelli F. Anonymity preserving sequential pattern mining. In: Artificial Intelligence and Law, vol. 22 (2) pp. 141 - 173. Springer, 2014. [Online First 13 February 2014]        
6Monreale A., Rinzivillo S., Pratesi F., Giannotti F., Pedreschi D. Privacy-by-design in big data analytics and social mining. In: EPJ Data Science, vol. 3 article n. 10. Spring Open Journal, 2014.        
7Pennacchioli D., Coscia M., Rinzivillo S., Giannotti F., Pedreschi D. The retail market as a complex system. In: EPJ Data Science, vol. 3 (1) article n. 33. Springer Open Journal, 2014.        
8Romei A., Ruggieri S. A multidisciplinary survey on discrimination analysis. In: Knowledge Engineering Review, vol. 29 (5) pp. 582 - 638. Cambridge University Press, 2014.        
9Trasarti R., Olteanu-Raimond A., Nanni M., Couronné T., Furletti B., Giannotti F., Smoreda Z., Ziemlicki C. Discovering urban and country dynamics from mobile phone data withspatial correlation patterns. In: Telecommunications Policy Journal, vol. 39 (3-4) pp. 347 - 362. Elsevier, 2015. [Online First 25 January 2014]        

Contribution to Book/Monograph

   2014
1Conti M., Desalve A., Guidi B., Ricci L. Epidemic diffusion of social updates in Dunbar-based DOSN. In: Euro-Par 2014: Parallel Processing Workshops. vol. I pp. 311 - 322. Luís Lopes, Julius Žilinskas, Alexandru Costan (et al...) (eds.). (Lecture Notes in Computer Science, vol. 8805). Heidelberg: Springer, 2014.        
2Corona N., Giannotti F., Monreale A., Trasarti R. On predicting future location of moving objects: a state of art. In: Data Science and Simulation in Transportation Research. pp. 30 - 47. Davy Janssens, Ansar-Ul-Haque Yasar, Luk Knapen (eds.). (Advances in data mining and database management (ADMDM) book series). Hershey, Pennsylvania, USA: IGI Global, 2014.        
3Gabrielli L., Rinzivillo S., Ronzano F., Villatoro D. From tweets to semantic trajectories: mining anomalous urban mobility patterns. In: Citizen in Sensor Networks. pp. 26 - 35. Jordi Nin, Daniel Villatoro (eds.). (Lecture Notes in Computer Science, vol. 8313). Heidelberg: Springer, 2014.        
4Nanni M., Trasarti R., Cintia P., Furletti B., Gabrielli L., Rinzivillo S., Giannotti F. Mobility profiling. In: Data Science and Simulation in Transportation Research. pp. 1 - 29. Davy Janssens, Ansar-Ul-Haque Yasar, Luk Knapen (eds.). (Advances in data mining and database management (ADMDM) book series). Hershey, Pennsylvania, USA: IGI Global, 2014.        
5Nanni M., Trasarti R., Furletti B., Gabrielli L., Van Der Mede P., De Brujin J., De Romph E., Bruil G. Transportation planning based on GSM traces: a case study on Ivory Coast. In: Citizen in Sensor Networks. pp. 15 - 25. Jordi Nin, Daniel Villatoro (eds.). (Lecture Notes in Computer Science, vol. 2014). Cham, Switzerland: Spinger International Publishing Switzerland, 2014.        
6Ong R., Nanni M., Renso C., Wachowicz M., Pedreschi D. Parameter estimation and pattern validation in flock mining. In: New Frontiers in Mining Complex Patterns. pp. 3 - 17. Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras (eds.). (Lecture Notes in Artificial Intelligence, vol. 8399). Berlin: Springer, 2014.        
7Pappalardo L., Rinzivillo S., Christine K., Kochan B., May M., Schulz D., Simini F. Evaluation of spatio-temporal microsimulation systems. In: Data Science and Simulation in Transportation Research. pp. 141 - 166. Davy Janssens, Ansar-Ul-Haque Yasar, Luk Knapen (eds.). Hershey, USA: IGI global, 2014.        
8Ricci L., Genovali L., Guidi B. Managing virtual entities in MMOGs: a Voronoi-based approach. In: E-Business and Telecommunications. pp. 58 - 73. Mohammad S. Obaidat, Joaquim Filipe (eds.). (Communications in Computer and Information Science, vol. 456). Heidelberg: Springer, 2014.        
9Wagner R., De Macedo J. A., Raffaeta' A., Renso C., Roncato A., Trasarti R. Mob-Warehouse: a semantic approach for mobility analysis with a Trajectory Data Warehouse. In: Advances in Conceptual Modeling. pp. 127 - 136. Jeffrey Parsons, Dickson Chiu (eds.). (Lecture Notes in Computer Science, vol. 8697). Cham, Switzerland: Springer, 2014.        

Proceedings

   2014
1Basu A., Monreale A., Corena J. C., Giannotti F., Dino P., Kiyomoto S., Miyake Y., Yanagihara T., Trasarti R. A privacy risk model for trajectory data. In: IFIPTM 2014 - Trust Management VIII. 8th IFIP WG 11.11 International Conference (Singapore, 7-10 July 2014). Proceedings, pp. 125 - 140. Jianying Zhou, Nurit Gal-Oz, Jie Zhang, Ehud Gudes (eds.). (IFIP Advances in Information and Communication Technology, vol. 430). Springer, 2014.        
2Basu A., Corena J. C., Monreale A., Pedreschi D., Giannotti F., Kiyomoto S., Vaidya J., Miyake Y. CF-inspired privacy-preserving prediction of next location in the cloud. In: CloudCom 2014 - IEEE 6th International Conference on Cloud Computing Technology and Science (Singapore, 15-18 December 2014). Proceedings, pp. 731 - 734. IEEE, 2014.        
3Cintia P., Pappalardo L., Pedreschi D. Mining efficient training patterns of non-professional cyclists (Discussion Paper). In: SEBD 2014 - 22nd Italian Symposium on Advanced Database Systems (Sorrento, Italy, 16 - 18 June 2014). Atti, pp. 1 - 8. Universita Reggio Calabria & Centro di Competenza ICT-SUD, 2014.     
4Conti M., Desalve A., Guidi B., Pitti F., Ricci L. Trusted dynamic storage for dunbar-based P2P online social networks. In: CoopIS 2014 - On the Move to Meaningful Internet Systems: OTM 2014 Conferences. Confederated International Conferences: CoopIS, and ODBASE 2014 (Amantea, Italy, 27-31 October 2014). Proceedings, pp. 400 - 417. Robert Meersman, Hervé Panetto, Tharam Dillon, Michele Missikoff, Lin Liu, Oscar Pastor, Alfredo Cuzzocrea, Timos Sellis. (Lecture Notes in Computer Science, vol. 8841). Springer, 2014.        
5De Lira V. M., Rinzivillo S., Times V. C., Renso C., Tedesco P. MAPMOLTY: a Web tool for discovering place loyalty based on mobile crowdsource data. In: ICWE 2014 - Web Engineering. 14th International Conference (Toulouse, France, 1-4 July 2014). Proceedings, vol. 8541 pp. 528 - 531. Sven Casteleyn, Gustavo Rossi, Marco Winckler (eds.). (Lecture Notes in Computer Science, vol. 8541). Springer, 2014.        
6Furletti B., Gabrielli L., Giannotti F., Milli L., Nanni M., Pedreschi D., Vivio R., Garofalo G. Use of mobile phone data to estimate mobility flows. Measuring urban population and inter-city mobility using big data in an integrated approach. In: SIS 2014 - 47th Scientific Meeting of the Italian Statistical Society (Cagliari, Italy, 11-13 June 2014). Atti, article n. 3026. S. Cabras, T. Di Battista, W. Racugno (eds.). SIS, 2014.     
7Guidi B., Conti M., Passarella A., Ricci L. Distributed protocols for ego betweeness centrality computation in DOSNs. In: PERCOM 2014 - IEEE International Conference on Pervasive Computing and Communications Workshops (Budapest, Hungary, 24-28 March 2014). Proceedings, pp. 539 - 544. IEEE, 2014.        
8Hajian S., Monreale A., Pedreschi D., Domingo-Ferrer J., Giannotti F. Fair pattern discovery. In: SAC'14 - 29th Annual ACM Symposium on Applied Computing (Gyeongju, Republic of Korea, 24-28 March 2014). Proceedings, pp. 113 - 120. ACM, 2014.        
9Marzini E., Mori P., Di Bona S., Guerri D., Lettere M., Ricci L. A secure cloud manager for the X1.V1 Platform. In: CBMS 2014 - IEEE 27th International Symposium on Computer-Based Medical Systems (New York, 26-29 May 2014). Proceedings, pp. 533 - 536. IEEE, 2014.        
10Monteiro de Lira V., Rinzivillo S., Renso C., Cesario Times V., Cabral Tedesco P. Investigating semantic regularity of human mobility lifestyle. In: IDEAS'14 - 18th International Database Engineering & Applications Symposium (Porto, Portugal, 7-9 July 2014). Proceedings, pp. 314 - 317. ACM, 2014.        
11Pennacchioli D., Coscia M., Pedreschi D. Overlap versus partition: marketing classification and customer profiling in complex networks ID products. In: ICDEW 2014 - 30th Data Engineering Workshops, in conjunction with ICDE 2014 (Chicago, IL, USA, 31 March - 4 April 2014). Proceedings, pp. 103 - 110. IEEE, 2014.           
12Pennacchioli D., Rossetti G., Pappalardo L., Pedreschi D., Giannotti F., Coscia M. The patterns of musical influence on the Last.Fm social network. In: SEBD 2014 - 22nd Italian Symposium on Advanced Database Systems (Castellammare di Stabia, Italy, 16-18 June 2014). Atti, pp. 284 - 291. Universita Reggio Calabria & Centro di Competenza (ICT-SUD), 2014.  
13Rinzivillo S., Gabrielli L., Nanni M., Pappalardo L., Pedreschi D., Giannotti F. The purpose of motion: learning activities from individual mobility networks. In: DSAA 2014 - The 2014 International Conference on Data Science and Advanced Analytics (Shanghai, China, 30 October - 1 November 2014). Proceedings, IEEE, 2014.  
14Trasarti R., Furletti B., Gabrielli L., Nanni M., Pedreschi D. Big data analytics for smart mobility: a case study. In: MUD2014 - EDBT/ICDT 2014 Joint Conference (Athens, Greece, 03 March 2014). Proceedings, pp. 363 - 364. K. Selçuk Candan, Sihem Amer-Yahia, Nicole Schweikardt, Vassilis Christophides, Vincent Leroy (eds.). (CEUR Workshop Proceedings, vol. 1133). CEUR-WS.org, 2014.     

Technical reports

   2014
1Furletti B., Gabrielli L., Monreale A., Nanni M., Pratesi F., Rinzivillo S., Giannotti F., Pedreschi D. Valutazione del rischio di privacy nel processo di costruzione dei modelli di call habit che sottostanno al sociometro = Assessing the Privacy Risk in the Process of Building Call Habit Models that Underlie the Sociometer. Technical report, 2014.     
2Gallo N., Meghini C., Nardini F. M., Pennacchioli D., Sartiano D., Versienti L. RIS - Architettura del sistema RIS (Architettura Finale). Ricerca e Innovazione in ambito Sociosanitario. Project report D1.4.2, 2014.  
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