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

   2009
1Bartalesi Lenzi V., Biagioli C., Cappelli A., Sprugnoli R., Turchi F. The LME project: legislative metadata based on semantic formal model. In: International Journal of Metadata, Semantics and Ontologies (IJMSO), vol. 4 (3) pp. 154 - 164. INDERSCIENCE, 2009.        
2Lucchese C., Bonchi F., Giannotti F., Orlando S., Perego R., Trasarti R. A constraint-based querying system for exploratory pattern discovery. In: Information Systems, vol. 34 (1) pp. 3 - 27. Elsevier, 2009.     

Contribution to Book/Monograph

   2009
1Bartalesi Lenzi V., Biagioli C., Cappelli A., Sprugnoli R., Turchi F. Legislative metadata based on semantic formal models. In: Metadata and Semantics. vol. 4 (part) pp. 329 - 338. Miguel-Angel Sicilia, Miltiadis D. Lytras (eds.). Berlin: Springer, 2009.        
2Berlingerio M., Bonchi F., Curcio M., Giannotti F., Turini F. Mining Clinical, immunological, and genetic data of solid organ transplantation. In: Biomedical Data and Applications. pp. 211 - 236. Sidhu Amandeep S., Dillon Tharam (eds.). (Studies in Computational Intelligence, vol. 224). Berlin: Springer, 2009.        
3Wachowicz M., Macedo J., Renso C., Ligtenberg A. The role of a multi-tier ontological framework in reasoning to discover meaningful patterns of sustainable mobility. In: Geographical Knowledge Discovery. 2nd ed. pp. 1 - 30. H. Miller, J. Han (eds.). Springer, 2009.  

Proceedings

   2009
1Andrienko G., Andrienko N., Rinzivillo S., Nanni M., Pedreschi D. A visual analytics toolkit for cluster-based classification of mobility data. In: SSTD 2009 - Advances in Spatial and Temporal Databases. 11th International Symposium (Aalborg, Denmark, 8-10 July 2009). Proceedings, pp. 432 - 435. Mamoulis N., Seidl Th., Pedersen T.B., Torp K., Assent I. (Lecture Notes in Computer Science, vol. 5644). Springer, 2009.        
2Andrienko G., Andrineko N., Rinzivillo S., Nanni M., Pedreschi D., Giannotti F. Interactive visual clustering of large collections of trajectories. In: VAST 2009 - IEEE Symposium on Visual Analytics Science and Technology (Atlantic City, New Jersey, USA, 12-13 October 2009). Proceedings, pp. 3 - 10. IEEE, 2009.        
3Andrienko G., Andrienko N., Giannotti F., Monreale A., Pedreschi D. Movement data anonymity through generalization. In: SPRINGL '09 - 2nd SIGSPATIAL ACM GIS 2009. International Workshop on Security and Privacy in GIS and LBS (Seattle, Washington, 4-6 November 2009). Proceedings, pp. 27 - 31. ACM, 2009.        
4Baglioni M., Masserotti M. V., Renso C., Soriano L., Spinsanti L. A tool for extracting ontologies from geographical databases. In: SEBD 2009 - 17th Italian Symposium on Advanced Database Systems (Camogli, Genova, Italy, 21-24 June 2009). Atti, Seneca Edizioni, 2009.  
5Baglioni M., Macedo J., Renso C., Trasarti R., Wachowicz M. Towards semantic interpretation of movement behavior. In: AGILE 2009 - Advances in GIScience. 12th AGILE Conference (Hannover, germania, 3 giugno 2009). Proceedings, pp. 271 - 288. (Lecture Notes in Geoinformation and Cartography). Springer, 2009.        
6Berlingerio M., Bringmann B., Bonchi F., Gionis A. Mining graph evolution rules. In: ECML PKDD 2009 - Machine Learning and Knowledge Discovery in Databases European Conference (Bled, slovenia, 7-11 September 2009). Proceedings, vol. I pp. 115 - 130. (Lecture Notes in Computer Science, vol. 5781). Springer, 2009.        
7Berlingerio M., Coscia M., Giannotti F. Mining the information propagation in a network. In: SEBD 2009 - 17th Italian Symposium on Advanced Database Systems (Camogli, Genova, Italy, 21-24 June 2009). Atti, Seneca Edizioni, 2009.  
8Berlingerio M., Coscia M., Giannotti F. Mining the temporal dimension of the information propagation. In: IDA 2009 - Advances in Intelligent Data Analysis VIII. 8th International Symposium on Intelligent Data Analysis (Lyon, France, August 31 - September 2 2009). Proceedings, pp. 237 - 248. (Lecture Notes in Computer Science, vol. 5772). Springer-Verlag, 2009.           
9Berlingerio M., Pinelli F., Nanni M., Giannotti F. Temporal mining for interactive workflow data analysis. In: KDD'09 - International Conference on Knowledge Discovery and Data Mining (Parigi, Francia, 28 June - 1st July 2009). Proceedings, pp. 109 - 118. ACM, 2009.        
10Coscia M., Giannotti F., Pensa R. G. Social network analysis as knowledge discovery process: a case study on digital bibliography. In: ASONAM '09 - International Conference on Advances in Social Network Analysis and Mining (Athens, 20-22 July 2009). Proceedings, article n. 279. IEEE, 2009.        
11Giannotti F., Nanni M., Pedreschi D., Pinelli F. Trajectory pattern analysis for urban traffic. In: IWCTS'09 - International Workshop on Computational Transportation Science (Seattle, WA - USA, 3 novembre 2009). Proceedings, pp. 43 - 47. ACM, 2009.        
12Leonardi L., Orlando S., Raffaetà A., Roncato A., Silvestri C. Frequent spatio-temporal patterns in trajectory data warehouses. In: SAC 2009 - ACM Symposium on Applied Computing (Honolulu, Hawaii, USA, 9 -12 Marzo 2009). Proceedings, pp. 1433 - 1440. ACM, 2009.        
13Monreale A., Pinelli F., Trasarti R., Giannotti F. WhereNext: a location predictor on trajectory pattern mining. In: KDD'09 - 15th ACM SIGKDD International Conference on Knowledge Discovery in Data Mining (Paris, France, 28 June - 1 July 2009). Proceedings, pp. 637 - 646. ACM, 2009.     
14Nanni M., Trasarti R. K-BestMatch reconstruction and comparison of trajectory data. In: ICDMW'09 - International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM-09) In Cooperation with IEEE ICDM 2009 (Miami, Florida, USA, 6 December 2009). Proceedings, pp. 610 - 615. IEEE, 2009.        
15Pensa R. R., Monreale A., Pinelli F., Pedreschi D. Anonymous sequences from trajectory data. In: SEBD 2009 - The 17th Italian Symposium on Advanced Database Systems (Camogli (GE), 21-24 June 2009). Atti, pp. 361 - 372. Seneca Edizioni, 2009.  
16Pinelli F., Hou A., Calabrese F., Nanni M., Zagras C., Ratti C. Space and time-dependant bus accessibility: a case study in Rome. In: 12th International IEEE Conference on Intelligent Transportation Systems (St. Louis - Missouri, USA, 3 -7 Ottobre 2009). Proceedings, pp. 346 - 351. IEEE, 2009.           
17Trasarti R., Bonchi F., Goethals B. A new technique for sequential pattern mining under regular expressions. In: SEBD 2009 - 17th Italian Symposium on Advanced Database Systems (Camogli, Genova, italy, 21-24 June 2009). Atti, Seneca Edizioni, 2009.  
18Trasarti R., Baglioni M., Renso C. DAMSEL: a system for progressive querying and reasoning on movement data. In: DEXA'09 - 20th International Workshop on Database and Expert Systems Application (Linz, Austria, 31 August - 4 September 2009). Proceedings, pp. 452 - 456. IEEE, 2009.        
19Trasarti R., Nanni M., Renso C., Giannotti F., Pedreschi D. Mining mobility behavior from trajectory data. In: Workshop on Social Computing with Mobile Phones & Sensors: Modeling, Sensing and Sharing (Vancouver, Canada, 29-31 August 2009). Proceedings, IEEE, 2009.     
20Trasarti R., Giannotti F. Mobility, data mining and privacy: the GeoPKDD paradigm. In: SIAM Conference Mathematics for Industry: Challenges and Frontiers (MI09) (San Francisco, California, 9-10 October 2009). Proceedings, pp. 10 - 18. SIAM, 2009.     

Technical reports

   2009
1Berlingerio M., Coscia M., Giannotti F., Monreale A., Pedreschi D. Analysis of hubs in large multidimensional networks. Technical report, 2009.  
2Giannotti F., Lakshmanan L. V., Monreale A., Pedreschi D., Wang H. Privacy preserving outsourcing of association rule mining. Technical report, 2009.  
3Giannotti F., Nanni M., Pedreschi D., Renso C., Trasarti R. Transforming trajectory data into mobility knowledge. Technical report, 2009.  
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