Istituto di Scienza e Tecnologie
dell’Informazione “A. Faedo”

The Knowledge Discovery and Delivery Laboratory (KDD)

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Publications

 
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
2006
1	Bonchi F., Lucchese C. On condensed representations of constrained frequent patterns. In: Knowledge and Information Systems, vol. 9 (2) pp. 180 - 201. Springer London, 2006.
2	Nanni 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.
3	Tonazzini 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
2006
1	Atzori 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.
2	Hykel 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.
Proceedings
2006
1	Agostini 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.
2	Atzori 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.
3	Atzori 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.
4	Atzori 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.
5	Bartolini 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.
6	Berlingerio 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.
7	Bombara 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.
8	Bonchi 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.
9	Bonchi 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.
10	Giannotti 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.
11	Giannotti 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.
12	Jiang 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.
Editorials
2006
1	Bonchi 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
2006
1	Abul 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.
2	Atzori M., Bonchi F., Giannotti F., Pedreschi D. Anonymity Preserving Pattern Discovery. The document has been submitted to Journal: VLDB Journal, Technical report, 2006.
3	Bistarelli S., Bonchi F. Soft Constraint Based Pattern Mining. The document has been submitted to Journal: DATA & KNOWLEDGE ENGINEERING, Elsevier, Technical report, 2006.
4	Nanni 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.
Dissertations
2006
1	Atzori M. Abduction and anonymity in data mining. Scuola di Dottorato Galileo Galilei, Dipartimento di Informatica, Universita' di Pisa. Ph.D. Dissertation, 2006.
Abstracts
2006
1	Atzori 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.
2	Nanni M., Rigotti C. Quantitative episode trees. In: Workshop on Knowledge Discovery in Inductive Databases. KDID'06 (Berlin, Germany, 18 settembre 2006).