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2004
J. - F. Boulicaut, Esposito, F., Giannotti, F., and Pedreschi, D., “Knowledge Discovery in Databases: PKDD 2004, 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004, Proceedings”, Lecture Notes in Computer Science, vol. 3202. Springer, 2004.
J. - F. Boulicaut, Esposito, F., Giannotti, F., and Pedreschi, D., “Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings”, Lecture Notes in Computer Science, vol. 3201. Springer, 2004.
F. Bonchi, Giannotti, F., and Pedreschi, D., “A Relational Query Primitive for Constraint-Based Pattern Mining”, in Constraint-Based Mining and Inductive Databases, 2004, pp. 14-37.
2005
M. Atzori, Bonchi, F., Giannotti, F., and Pedreschi, D., “Anonymity and data mining”, Comput. Syst. Sci. Eng., vol. 20, 2005.
M. Atzori, Bonchi, F., Giannotti, F., and Pedreschi, D., “Blocking Anonymity Threats Raised by Frequent Itemset Mining”, in ICDM, 2005, pp. 561-564.
F. Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., “Efficient breadth-first mining of frequent pattern with monotone constraints”, Knowl. Inf. Syst., vol. 8, pp. 131-153, 2005.
F. Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., “Exante: A Preprocessing Method for Frequent-Pattern Mining”, IEEE Intelligent Systems, vol. 20, pp. 25-31, 2005.
2006
F. Giannotti, Nanni, M., and Pedreschi, D., “Efficient Mining of Temporally Annotated Sequences”, in SDM, 2006.
F. Giannotti, Nanni, M., Pedreschi, D., and Pinelli, F., “Mining sequences with temporal annotations”, in SAC, 2006, pp. 593-597.
M. Nanni and Pedreschi, D., “Time-focused clustering of trajectories of moving objects”, J. Intell. Inf. Syst., vol. 27, pp. 267-289, 2006.
M. Atzori, Bonchi, F., Giannotti, F., and Pedreschi, D., “Towards low-perturbation anonymity preserving pattern discovery”, in SAC, 2006, pp. 588-592.
2007
M. Atzori, Bonchi, F., Giannotti, F., Pedreschi, D., and Abul, O., “Privacy-Aware Knowledge Discovery from Location Data”, in MDM, 2007, pp. 283-287.
F. Giannotti, Nanni, M., Pinelli, F., and Pedreschi, D., “Trajectory pattern mining”, in KDD, 2007, pp. 330-339.
2008
M. Atzori, Bonchi, F., Giannotti, F., and Pedreschi, D., “Anonymity preserving pattern discovery”, VLDB J., vol. 17, pp. 703-727, 2008.
D. Pedreschi, Ruggieri, S., and Turini, F., “Discrimination-aware data mining”, in KDD, 2008, pp. 560-568.
F. Giannotti and Pedreschi, D., “Mobility, Data Mining and Privacy: A Vision of Convergence”, in Mobility, Data Mining and Privacy, 2008, pp. 1-11.
F. Giannotti and Pedreschi, D., Mobility, Data Mining and Privacy - Geographic Knowledge Discovery. Springer, 2008.
F. Giannotti and Pedreschi, D., Mobility, Data Mining and Privacy - Geographic Knowledge Discovery. Springer, 2008.
F. Giannotti, Pedreschi, D., and Turini, F., “Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project”, in PinKDD, 2008, pp. 25-32.
R. G. Pensa, Monreale, A., Pinelli, F., and Pedreschi, D., “Pattern-Preserving k-Anonymization of Sequences and its Application to Mobility Data Mining”, in PiLBA, 2008.
D. Pedreschi, Bonchi, F., Turini, F., Verykios, V. S., Atzori, M., Malin, B., Moelans, B., and Saygin, Y., “Privacy Protection: Regulations and Technologies, Opportunities and Threats”, in Mobility, Data Mining and Privacy, 2008, pp. 101-119.
M. Nanni, Kuijpers, B., Körner, C., May, M., and Pedreschi, D., “Spatiotemporal Data Mining”, in Mobility, Data Mining and Privacy, 2008, pp. 267-296.
S. Rinzivillo, Pedreschi, D., Nanni, M., Giannotti, F., Andrienko, N., and Andrienko, G., “Visually driven analysis of movement data by progressive clustering”, Information Visualization, vol. 7, pp. 225-239, 2008.
2009
R. G. Pensa, Monreale, A., Pinelli, F., and Pedreschi, D., “Anonymous Sequences from Trajectory Data”, 17th Italian Symposium on Advanced Database Systems. Camogli, Italy, 2009.
F. Giannotti, Pedreschi, D., and Theodoridis, Y., “Geographic privacy-aware knowledge discovery and delivery”, in EDBT, 2009, pp. 1157-1158.

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