Knowledge Discovery and Data Mining Laboratory (KDD)

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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

1Atzori M., Bonchi F., Giannotti F., Pedreschi D. Anonymity preserving pattern discovery. In: The VLDB Journal, vol. 17 pp. 703 - 727. Springer Berlin / Heidelberg, 2008.        
2Baglioni M., Giovannetti E., Masserotti M. V., Renso C., Spinsanti L. Ontology-driven querying of geographical databases. In: Transactions in GIS, vol. 12 (supplemento 1) pp. 31 - 44. Blackwell, 2008.  
3Raffaetà A., Ceccarelli T., Centeno D., Giannotti F., Massolo A., Parent C., Renso C., Spaccapietra S., Turini F. An Application of Advanced Spatio-Temporal Formalisms to Behavioural Ecology. In: Geoinformatica, vol. 12 (1) pp. 37 - 72. Springer, 2008.     
4Rinzivillo S., Pedreschi D., Nanni M., Giannotti F., Andrienko N., Andrienko G. Visually-driven analysis of movement data by progressive clustering. In: Information Visualization, vol. 7 (3/4) pp. 225 - 239. Palgrave MacMillan, 2008.        

Contribution to Book/Monograph

1Pensa R. G., Robardet C., Boulicaut J. Constraint-driven co-clustering of 0/1 data. In: Constrained Clustering: Advances in Algorithms, Theory, and Applications. pp. 123 - 148. S. Basu, I. Davidson and K. Wagstaff (eds.). (Data Mining and Knowledge Discovery). Boca Raton, FL, USA: Chapman & Hall/CRC Press, 2008.  


1Baglioni M., Macedo J., Renso C., Wachowicz M. An ontology-based approach for the semantic modelling and reasoning on trajectories. In: SECOGIS 2008 - Advances in Conceptual Modeling – Challenges and Opportunities. ER 2008 Workshops CMLSA, ECDM, FP-UML, M2AS, RIGiM, SeCoGIS, WISM Workshop on Semantic and Conceptual Issues in GIS (Barcellona, Spain, 20-23 ottobre 2008). Proceedings, pp. 344 - 353. (Lecture Notes in Computer Science, vol. 5232). Springer, 2008.        
2Bellandi A., Furletti B., Grossi V., Romei A. Ontological support for association rule mining. In: AIA'08 - 26th IASTED International Conference on Artificial Intelligence and Applications (Innsbruck, Austria, 11-13 February 2008). Proceedings, pp. 110 - 115. ACTA Press/ACM, 2008.     
3Berlingerio M., Giannotti F., Nanni M., Pinelli F. Temporal analysis of process logs: a case study. In: SEBD 2008 - Italian Symposium on Advanced Database Systems (Mondello, Italy, 22-25 giugno 2008). Atti, pp. 430 - 437. Salvatore Gaglio, Ignazio Infantino, Domenico Saccà, 2008.  
4Furletti B., Fornasari F., Montanari C. An extensible and interactive software agent for mobile devices based on GPS data. In: IADIS 2008 - IADIS International Conference on Applied Computing 2008 (Algarve, Portugal, 10-13 April 2008). Proceedings, pp. 299 - 306. IADIS Digital Library, 2008.     
5Magnini B., Cappelli A., Tamburini F., Bosco C., Mazzei A., Lombardo V., Bertagna F., Calzolari N., Toral A., Bartalesi Lenzi V., Sprugnoli R., Speranza M. Evaluation of natural language tools for italian: EVALITA 2007. In: LREC 2008 - Proceedings of LREC 2008 (Marrakech, 26th May - 1st June 2008). Proceedings, pp. 2536 - 2543. Nicoletta calzolari, Khalid Choukri, Bente Maegard (eds.). ELRA - European Language Resources Association, 2008.     
6Orlando S., Raffaetà A., Roncato A., Silvestri C. Trajectory data warehouses: storing and aggregating frequent ST patterns. In: SEBD 2008 - Sixteenth Italian Symposium on Advanced Database Systems (Mondello (PA), Italy, 22-25 Giugno 2008). Atti, pp. 179 - 190. Fotograf, 2008.  
7Ortale R., Ritacco E., Pelekis N., Trasarti R., Costa G., Giannotti F., Manco G., Renso C., Theodoridis Y. The DAEDALUS framework: progressive querying and mining of movement data. In: ACM GIS 2008 - 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (Irvine, California, USA, 10 novembre 2008). Proceedings, article n. 52. ACM, 2008.     
8Osman A., Bonchi F., Nanni M. Never walk alone: uncertainty for anonymity in moving objects databases. In: ICDE 2008 - IEEE 24th International Conference on Data Engineering (Cancun, Mexico, 7-12 April 2008). Proceedings, pp. 376 - 385. IEEE, 2008.           
9Pedreschi D., Ruggieri S., Turini F. Discrimination-aware data mining. In: KDD '08 - 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Las Vegas, 24-27 August 2008). Proceedings, pp. 560 - 568. ACM, 2008.        
10Pensa R. G., Boulicaut J. Co-classification sous contraintes par la somme des résidus quadratiques. In: EGC 2008 - Extraction et gestion des connaissances (Sophia-Antipolis, France, 29 gennaio - 1 febbraio 2008). Atti, pp. 655 - 666. Cépaduès-Éditions, 2008.  
11Pensa R. G., Boulicaut J. Constrained co-clustering of gene expression data. In: SDM 2008 - The 2008 SIAM International Conference on Data Mining (Atlanta, GA, 24-26 Aprile 2008). Proceedings, pp. 25 - 36. SIAM, 2008.     
12Pensa R. G., Boulicaut J. Numerical data co-clustering via sum-squared residue minimization and user-defined constraint satisfaction. In: SEBD 2008 - The Sixteenth Italian Symposium on Advanced Database Systems (Mondello (PA), Italy, 22-25 giugno 2008). Atti, pp. 279 - 286. SEBD, 2008.  
13Pensa R. G., Monreale A., Pinelli F., Pedreschi D. Pattern-preserving k-anonymization of sequences and its application to mobility data mining. In: PiLBA 2008 - The 1st International Workshop on Privacy in Location-Based Applications (Malaga, Spain, 9 ottobre 2008). Proceedings, vol. 397 pp. 44 - 60., 2008.     
14Trasarti R. DAEDALUS: a knowledge discovery analysis framework for movement data. In: SEBD 2008 - Italian Symposium on Advanced Database Systems (Palermo, 20 Luglio 2008). Atti, Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2008.  
15Trasarti R., Monreale A., Pinelli F., Giannotti F. Location prediction within the mobility data analysis environment Daedalus. In: Mobiquitous '08 - 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services (Dublin, Ireland, 21-25 July 2008). Proceedings, article n. 8. ACM, 2008.        
16Trasarti R. Sequence mining automata: a new technique for mining frequent sequences under regular expressions. In: ICDM'08 - Eighth IEEE International Conference on Data Mining (Pisa, 15-19 December 2008). Proceedings, pp. 1061 - 1066. IEEE, 2008.        
17Wachowicz M., Daniel O., Renso C., Estefania M. M., Javier P. The spatial knowledge representation of players movement in mobile outdoor gaming. In: MMV4 - The Fourth International Conference on Monitoring and Management of Visitor Flows in Recreational and Protected Areas (Montecatini Terme, Italy, 28 ottobre 2008). Proceedings, The Conference, 2008.  
18Zanda A., Koerner C., Giannotti F., Schulz D., May M. Clustering of German municipalities based on mobility characteristics. In: ACM GIS 2008 - 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (Irvine, CA, USA, 5-7 novembre 2008). Proceedings, pp. 479 - 482. ACM New York, 2008.        

Technical reports

1Ortale R., Pelekis N., Ritacco E., Trasarti R., Costa G., Giannotti F., Manco G., Renso C., Theodoridis Y. Towards progressive querying and mining movement data. Technical report, 2008.  


1Pensa R. G., Nanni M. A constraint-based approach for multispace clustering. In: LeGo-08 - From Local Patterns to Global Models ECML/PKDD-08 Workshop (Antwerp, Belgium, 15 settembre 2008).      
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