Knowledge Discovery and Data Mining Laboratory (KDD)

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Publications

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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

   2007
1Atzori M., Bonchi F., Giannotti F., Pedreschi D. Anonymity preserving pattern discovery. In: Vldb Journal, vol. Online first Springer, 2007.     
2Rinzivillo S., Turini F. Knowledge discovery from spatial transactions. In: Journal of Intelligent Information Systems, vol. 28 (1) pp. 1 - 22. Springer, 2007.        

Contribution to Book/Monograph

   2007
1Bonchi F., Pedreschi D., Turini F., Atzori M., Malin B., Moelans B., Saygin Y., Verykios V. Privacy Protection: Regulations and Technologies, Opportunities, and Threats. In: Mobility, Data Mining and Privacy: Geographic Knowledge Discovery. pp. 101 - 122. F. Giannotti, D. Pedreschi. Berlin Heidelberg: Springer-Verlag, 2007.  
2Bonchi F., Saygin Y., Verykios V., Atzori M., Gkoulalas-Divanis A., Kaya S., Savas E. Privacy in Spatiotemporal Data Mining. In: Mobility, Data Mining and Privacy: Geographic Knowledge Discovery. pp. 297 - 334. Berlin Heidelberg: Springer-Verlag, 2007.  
3Giannotti F., Pedreschi D. Mobility, data mining and privacy: a vision of convergence. In: Mobility, Data Mining and Privacy: Geographic Knowledge Discovery. pp. 1 - 11. F. Giannotti, D. Pedreschi. Berlin Heidelberg: Springer-Verlag, 2007.  
4Kuijpers B., Nanni M., Körner C., May M., Pedreschi D. Spatiotemporal Data Mining. In: Mobility, Data Mining and Privacy: Geographic Knowledge Discovery. pp. 267 - 295. F. Giannotti, D. Pedreschi. Berlin Heidelberg: Springer-Verlag, 2007.  
5Lucchese C., Bonchi F., Giannotti F., Orlando S., Perego R., Trasarti R. On interactive pattern mining from relational databases. In: Knowledge Discovery in Inductive Databases. pp. 42 - 62. (Lecture Notes in Computer Science, vol. 4747). Berlin/Heidelberg: Springer, 2007.        
6Manco G., Baglioni M., Giannotti F., Kuijpers B., Raffaetà A., Renso C. Querying and reasoning for spatiotemporal data mining. In: Mobility, Data Mining and Privacy: Geographic Knowledge Discovery. pp. 335 - 374. F. Giannotti, D. Pedreschi. Berlin Heidelberg: Springer-Verlag, 2007.  
7Nanni M., Rigotti C. Extracting trees of quantitative serial episodes. In: Knowledge Discovery in Inductive Databases. pp. 170 - 188. Sašo Džeroski, Jan Struyf (eds.). (Lecture Notes in Computer Science, vol. 4747). Berlin / Heidelberg: Springer, 2007.        
8Renso C. Characterising the Next Generation of Mobile Applications Through a Privacy-Aware Geographic Knowledge Discovery Process. In: Mobility, Data Mining and Privacy: Geographic Knowledge Discovery. pp. 39 - 70. Berlin Heidelberg: Springer-Verlag, 2007.  
9Renso C., Puntoni S., Frentzos E., Mazzoni A., Moelans B., Pelekis N., Pini F. Wireless Network Data Sources: Tracking and Synthesizing Trajectories. In: Mobility, Data Mining and Privacy: Geographic Knowledge Discovery. pp. 73 - 100. F. Giannotti, D. Pedreschi. Berlin Heidelberg: Springer-Verlag, 2007.  
10Rinzivillo S., Turini F., Bogorny V., Komer C., Kuijpers B., May M. Knowledge Discovery from Geographical Data. In: Mobility, Data Mining and Privacy: Geographic Knowledge Discovery. pp. 243 - 266. Berlin Heidelberg: Springer-Verlag, 2007.  

Proceedings

   2007
1Abul O., Atzori M., Bonchi F., Giannotti F. Hiding sensitive trajectory patterns. In: 6th International Workshop on Privacy Aspects of Data Mining. In conjunction with 2007 IEEE International Conference on Data Mining (ICDM 2007) (Omaha, Nebraska, USA, 28 Ottobre 2007). Proceedings, IEEE Computer Society Press, 2007.  
2Abul O., Atzori M., Bonchi F., Giannotti F. Hiding sequences. In: IEEE 23rd International Conference on Data Engineering Workshop (Istanbul, Turkey, 17-20 April 2007). Proceedings, pp. 147 - 156. IEEE, 2007.  
3Baglioni M., Masserotti M. V., Renso C., Spinsanti L. Building geospatial ontologies from geographical databases. In: GeoSpatial Semantics. Second International Conference. GeoS 2007 (Mexico City, 29-30 November 2007). Proceedings, pp. 195 - 209. Frederico Fonseca, M. Andrea Rodríguez and Sergei Levashkin. (Lecture Notes in Computer Science, vol. 4853). Springer Verlag, 2007.        
4Bellandi A., Furletti B., Grossi V., Romei A. Ontology-driven association rule extraction: a case study. In: C&O:RR-2007 - Contexts and Ontologies Representation and Reasoning (Roskilde University, Denmark, 21 August 2007). Proceedings, vol. 298 pp. 10 - 19. CEUR-WS.org, 2007.     
5Berlingerio M., Bonchi F., Giannotti F., Turini F. Mining clinical data with a temporal dimension: a case study. In: BIBM 2007 - IEEE International Conference on Bioinformatics and Biomedicine, 2007 (Silicon Valley, USA, 2-4 Novembre 2007). Proceedings, pp. 429 - 436. IEEE Computer Society, 2007.        
6Berlingerio M., Bonchi F., Giannotti F. Time-annotated sequences for medical data mining. In: ICDMW - Seventh IEEE International Conference on Data Mining. ICDM Workshops 2007 (Omaha, USA, 28-31 October 2007). Proceedings, pp. 133 - 138. IEEE Computer Society, 2007.     
7Berlingerio M., Bonchi F., Giannotti F. Towards Constraint-Based Subgraph Mining. In: Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, SEBD 2007 (Torre Canne (Fasano, BR), 17-20 June 2007). Atti, pp. 274 - 281. Michelangelo Ceci, Donato Malerba and Letizia Tanca (eds.). Sagraf S.r.l. - Z.I. Capurso (BA), 2007.  
8Biagioli C., Cappelli A., Francesconi E., Turchi F. Law making environment. Perspective. In: V Legislative XML Workshop (Firenze, February 2007). Proceedings, pp. 267 - 281. Carlo Biagioli, Enrico francesconi, Giovanni Sartor (eds.). European Press Academic Publishing, 2007.     
9Cappelli A., Bartalesi Lenzi V., Sprugnoli R., Biagioli C. Modelization of domain concepts extracted from the italian privacy legislation. In: IWCS-7 - Seventh International Workshop on Computational Semantics (Tilburg, The Netherlands, 10-12 January 2007). Proceedings, pp. 305 - 308. Jeroen Geertzen, Elias Thijsse, Harry Bunt, Amanda Schiffrin (eds.). Tilburg University, 2007.  
10Magnini B., Cappelli A., Pianta E., Speranza M., Bartalesi Lenzi V., Sprugnoli R., Romano L., Girardi C., Negri M. Annotazione di contenuti concettuali in un corpus italiano: I-CAB. In: SILFI 2006 - Prospettive nello studio del lessico italiano. Atti IX Congresso della Società Internazionale di Linguistica e Filologia Italiana (Firenze, 14-17 giugno 2006). Proceedings, vol. I pp. 321 - 328. Cresti Emanuela (ed.). Firenze University Press, 2007.     
11Mogorovich P., Masserotti M. V., De Bellis G. Il GIS come strumento di supporto alle decisioni per una rete di punti vendita. In: 11a Conferenza Nazionale ASITA (Centro Congressi Lingotto, Torino, 6 - 9 novembre 2007). Atti, ASITA - Federazione delle Associazioni Scientifiche per le Informazioni Territoriali ed Ambientali, 2007.  
12Nergiz E., Atzori M., Clifton C. Hiding the presence of individuals from shared databases. In: SIGMOD/PODS 2007 - International Conference on Management of Data (Beijng, China, 11-14 Giugno 2007). Proceedings, pp. 665 - 676. SIGMOD: ACM Special Interest Group on Management of Data (ed.). ACM, 2007.        
13Pinelli F., Giannotti F., Pedreschi D., Nanni M. Trajectory Pattern Mining. In: The 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (San Jose, California, USA, 12-15 August 2007). Proceedings, pp. 330 - 339. Pavel Berkhin, Rich Caruana & Xindong Wu, Scott Gaffney (eds.). ACM New York, NY, USA, 2007.  

Editorials

   2007
1Giannotti F., Pedreschi D. Mobility, Data Mining and Privacy: Geographic Knowledge Discovery. In: Mobility, Data Mining and Privacy: Geographic Knowledge Discovery. Editorial, p. 430 (V-VI). Springer Verlag, 2007.  

Technical reports

   2007
1Abul O., Bonchi F., Nanni M. Never Walk Alone: Trajectory Anonymity via Clustering. VLDB 2007. Technical report, 2007.  
2Nergiz M. E., Atzori M., Saygin Y. Perturbation-driven anonymization of trajectories. Technical report, 2007.     
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