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

1Bonchi F., Lucchese C. On condensed representations of constrained frequent patterns. In: Knowledge and Information Systems, vol. 9 (2) pp. 180 - 201. Springer London, 2006.  
2Nanni M., Pedreschi D. Time-focused density-based clustering of trajectories of moving objects. In: Journal of Intelligent Information Systems, vol. 27 (3) pp. 267 - 289. Mining Spatio-Temporal Data. Gennady Andrienko, Donato Malerba, Michael May and Maguelonne Teisseire (eds.). Springer Netherlands, 2006.  
3Tonazzini A., Bonchi F., Gnesi S., Kuruoglu E. E., Bottini S. Analysis and modelling of genomic data. In: In: Ercim News, vol. 64 pp. 59 - 60. ERCIM, 2006.  

Contribution to Book/Monograph

1Atzori M., Mancarella P., Turini F. Memory-aware frequent k-itemset mining. In: Knowledge Discovery in Inductive Databases (4th International Workshop, KDID 2005, Porto, Portugal, October 3, 2005). Revised Selected and Invited Papers. pp. 38 - 54. Francesco Bonchi, Jean-Francois Boulicaut (eds.). (Lecture Notes in Computer Science, vol. 3933). Berlin: Springer, 2006.     
2Furletti B., Turini F., Baglioni M., Rinzivillo S. Examples of integration of induction and deduction in knowledge discovery. In: Reasoning, Action and Interaction in AI Theories and Systems. Essays Dedicated to Luigia Carlucci Aiello. vol. 4155 pp. 307 - 326. Oliviero Stock, Marco Schaerf (eds.). (Lecture Notes in Artificial Intelligence, vol. 4155). Berlin: Springer, 2006.        
3Hykel H., Masserotti M. V., Renso C. Maximun entropy inference for geographical information systems. In: Flexible Databases Supporting Imprecision and Uncertainty. pp. 30 - 40. Berlin: Physica Verlag, 2006.  


1Agostini S., Barsocchi S., Iacopini A., Masserotti M. V., Porzia C. Sviluppi dell'applicazione delle tecnologie GIS per la ricostruzione del popolamento antico del bacino del Fucino (Abruzzo). In: Conferenza Nazionale ASITA (Federazione delle Associazioni Scientifiche per le Informazioni Territoriali e Ambientali) (Bolzano, 17-17 Novembre 2006). Atti, pp. xx - xx. ASITA, 2006.  
2Atzori M. An effective framework for data anonymity. In: Italian Symposium on Advanced Database Systems. SEBD 2006 (Portonovo (Ancona), 18-21 June 2006). Atti, pp. 269 - 280. Valeria De Antonellis, Claudia Diamantini, Paolo Tiberio (eds.). SEBD Proceedings, 2006.  
3Atzori M., Bonchi F., Giannotti F., Pedreschi D. Towards low-perturbation anonymity preserving pattern discovery. In: ACM Symposium on Applied Computing (Dijon, France, 23-27 April 2006). Proceedings, pp. 588 - 592. ACM SAC, 2006.     
4Atzori M. Weak k-anonymity: a low-distortion model for protecting privacy. In: Information Security. 9th International Conference, ISC 2006 (Samos Island, Greece, August 30 - September 2 2006). Proceedings, pp. 60 - 71. Sokratis K. Katsikas, Javier Lopez, Michael Backes, Stefanos Gritzalis, Bart Preneel (eds.). (Lecture Notes in Computer Science, vol. 4176). Springer, 2006.     
5Bartolini R., Caracciolo C., Giovannetti E., Lenci A., Marchi S., Pirrelli V., Renso C., Spinsanti L. Creation and use of lexicons and ontologies for natural language interface to databases. In: LREC Conference (Genova, 24-26 maggio 2006). Proceedings, pp. 30 - 40. LREC, 2006.  
6Berlingerio M., Bonchi F., Curcio M., Chelazzi S., Giannotti F., Scatena F. Mining HLA patterns explaining liver diseases. In: 19th IEEE International Symposium on Computer-Based Medical systems (CBMS'06) (Salt Lake City, Utah, USA, June 22-23, 2006). Proceedings, pp. 702 - 707. IEEE, 2006.     
7Bombara M., Cali' D., Cali' I., Giovannetti E., Masserotti M. V., Renso C., Spinsanti L., Tropea G. Interrogazioni in linguaggio naturale a basi dati eterogenee: l'ontologia nel sistema. In: Informazione Geografica: data harmonisation, interoperabilità e standard, reti e facilities management, ubiquitous GIS - AMFM (Roma, 21-22 Settembre 2006). Atti, vol. 1 pp. xx - xx. AMFM, 2006.     
8Bonchi F., Giannotti F., Lucchese C., Orlando S., Perego R., Trasarti R. ConQueSt: a constraint-based querying system for exploratory pattern discovery. In: International Conference on Data Engineering (ICDE'06) (Atlanta, USA, 3-7 April 2006). Proceedings, pp. 159 - 160. IEEE, 2006.  
9Bonchi F., Giannotti F., Lucchese C., Perego R., Orlando S., Trasarti R. On interactive pattern mining from relational databases. In: Convegno Nazionale su Sistemi Evoluti per Basi di Dati. SEBD'06 (Portonovo (AN) Italy, 18-21 giugno 2006). Atti, 2006.  
10Furletti B., Baglioni M., Turini F. A tool for economic plans analysis based on expert knowledge and data mining techniques. In: IADIS 2006 - The IADIS International Conference on Applied Computing (San Sebastian, Spain, 25-28 February 2006). Proceedings, pp. 241 - 246. Nuno Guimarães, Pedro Isaías, Ambrosio Goikoetxea. IADIS Press, 2006.     
11Giannotti F., Nanni M., Pedreschi D. Efficient mining of temporally annotated sequences. In: 2006 SIAM Conference on Data Mining (Bethesda, Washington D.C., USA, 20-22 April 2006). Proceedings, vol. PR124 pp. 348 - 359. Joydeep Ghosh, Diane Lambert, David Skillicorn and Jaideep Srivastava (eds.). SIAM, 2006.     
12Giannotti F., Nanni M., Pedreschi D., Pinelli F. Mining sequences with temporal annotations. In: ACM Symposium on Applied Computing - Special Track on Data Mining (Dijon, France, 23-27 April 2006). Proceedings, pp. 593 - 597. ACM, 2006.  
13Jiang W., Atzori M. Secure distributed k-Anonymous pattern mining. In: International Conference on Data Mining, ICDM'06 (Hong Kong, 18-22 December 2006). Proceedings, pp. 319 - 329. IEEE Computer Society, 2006.     


1Bonchi F., Boulicaut J. Knowledge Discovery in Inductive Databases. In: (Lecture Notes in Computer Science. Editorial, vol. 3933 pp. - - 250. Knowledge Discovery in Inductive Databases. 4th International Workshop, KDID 2005 (Porto, Portugal, October 3, 2005). Revised Selected and Invited Papers. Francesco Bonchi, Jean-Francois Boulicaut (eds.). Springer, 2006.     

Technical reports

1Abul O., Atzori M., Bonchi F., Giannotti F. Hiding Sequences. The document has been submitted to other: Third International Workshop on Privacy Data Management, ICDE 2007, Technical report, 2006.  
2Atzori M., Bonchi F., Giannotti F., Pedreschi D. Anonymity Preserving Pattern Discovery. The document has been submitted to Journal: VLDB Journal, Technical report, 2006.  
3Bistarelli S., Bonchi F. Soft Constraint Based Pattern Mining. The document has been submitted to Journal: DATA & KNOWLEDGE ENGINEERING, Elsevier, Technical report, 2006.  
4Nanni M., Pedreschi D. Time-focused density-based clustering of trajectories of moving objects. The document has been submitted to Journal: Special issue of the Journal for Intelligent Information Systems, Technical report, 2006.  


1Atzori M. Abduction and anonymity in data mining. Scuola di Dottorato Galileo Galilei, Dipartimento di Informatica, Universita' di Pisa. Ph.D. Dissertation, 2006.     


1Atzori M., Bonchi F., Giannotti F., Pedreschi D. Is data mining dangerous?. In: CERIAS Information Security Symposium (West Lafayette, Indiana, USA, 21-22 March 2006). Abstract, p. xxx. CERIAS, 2006.  
2Nanni M., Rigotti C. Quantitative episode trees. In: Workshop on Knowledge Discovery in Inductive Databases. KDID'06 (Berlin, Germany, 18 settembre 2006).   
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