Publications

List of my papers at DBLP.

List of my papers at CNR.
My citations and profile on Google Scholar.

Journal Papers

  1. F. Giannotti, L.V.S. Lakshmanan, A. Monreale, D. Pedreschi, H. Wang . Privacy-preserving Mining of Association Rules from Outsourced Transaction Databases in Clouds. IEEE Systems Journal, in press.
  2. M. Berlingerio, M. Coscia, F. Giannotti, A. Monreale, D. Pedreschi. Evolving Networks: Eras and Turning Points. Intelligent Data Analysis, special issue on Dynamic Networks and Knowledge Discovery. Vol. 17(1), 2013. IOS Press (to appear).
  3. M. Berlingerio, M. Coscia, F. Giannotti, A. Monreale, D. Pedreschi. Multidimensional Networks: Foundations of Structural Analysis. WWWJ, 2012 (to appear).
  4. S. Rinzivillo, S. Mainardi, F. Pezzoni, M. Coscia, D. Pedreschi, F. Giannotti. Discovering the Geographical Borders of Human Mobility. KI 26(3): 253-260, 2012.
  5. D. Janssens, F. Giannotti, M. Nanni, D. Pedreschi, S. Rinzivillo. Data Science for Simulating the Era of Electric Vehicles. KI 26(3): 275-278, 2012.
  6. R. Trasarti, F. Giannotti, M. Nanni, D. Pedreschi, C. Renso. A Query Language for Mobility Data Mining. IJDWM 7(1): 24-45 (2011)
  7. M. Coscia, F. Giannotti, D. Pedreschi: A classification for community discovery methods in complex networks. Statistical Analysis and Data Mining 4(5): 512-546, 2011.
  8. F. Giannotti, M. Nanni, D. Pedreschi, F. Pinelli, C. Renso, S. Rinzivillo, R. Trasarti. Unveiling the complexity of human mobility by querying and mining massive trajectory data. VLDB Journal 20(5): 695-719, 2011.
  9. M. Berlingerio, M. Coscia, F. Giannotti, A. Monreale, D. Pedreschi. The pursuit of hubbiness: analysis of hubs in large multidimensional networks. Journal of Computational Science, 2(3): 223-237, 2011.
  10. A. Monreale, G. L. Andrienko, N. V. Andrienko, F. Giannotti, D. Pedreschi, S. Rinzivillo, and S. Wrobel. Movement data anonymity through generalization. Transactions on Data Privacy, 3(2):91–121, August 2010.
  11. Osman Abul, Francesco Bonchi, Fosca Giannotti: Hiding Sequential and Spatiotemporal Patterns. IEEE Trans. Knowl. Data Eng. 22(12): 1709-1723 (2010)
  12. S. Basta, F. Giannotti, G. Manco, DiD.no Pedreschi, L. Spinsanti. SNIPER: A Data Mining Methodology for Fiscal Fraud Detection. ERCIM News 2009(78): (2009).
  13. Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego,Roberto Trasarti: A constraint-based querying system for exploratory pattern discovery. Inf. Syst. 34(1): 3-27 (2009)
  14. Alessandra Raffaetà, T. Ceccarelli, D. Centeno, Fosca Giannotti, A. Massolo, Christine Parent,Chiara Renso, Stefano Spaccapietra, Franco Turini: An Application of Advanced Spatio-Temporal Formalisms to Behavioural Ecology. GeoInformatica 12(1): 37-72 (2008)
  15. S. Rinzivillo, D. Pedreschi, M. Nanni, F. Giannotti, N. V. Andrienko, G. L. Andrienko: Visually driven analysis of movement data by progressive clustering. Information Visualization 7(3-4): 225-239 (2008).
  16. M. Atzori, F. Bonchi, F. Giannotti, D. Pedreschi. Anonymity preserving pattern discovery. VLDB Journal 17(4): 703-727 (2008).
  17. Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi: Anonymity and data mining. Comput. Syst. Sci. Eng. 20(5): (2005)
  18. Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi: Exante: A Preprocessing Method for Frequent-Pattern Mining. IEEE Intelligent Systems 20(3): 25-31 (2005)
  19. Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi: Efficient breadth-first mining of frequent pattern with monotone constraints. Knowl. Inf. Syst. 8(2): 131-153 (2005)
  20. Fosca Giannotti, Giuseppe Manco, Franco Turini: Specifying Mining Algorithms with Iterative User-Defined Aggregates. IEEE Trans. Knowl. Data Eng. 16(10): 1232-1246 (2004)
  21. Francesco Bonchi, Fosca Giannotti, Cristian Gozzi, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, Chiara Renso, Salvatore Ruggieri: Web log data warehousing and mining for intelligent web caching. Data Knowl. Eng. 39(2): 165-189 (2001)
  22. Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi: Nondeterministic, Nonmonotonic Logic Databases. IEEE Trans. Knowl. Data Eng. 13(5): 813-823 (2001)
  23. Fosca Giannotti, Dino Pedreschi, Carlo Zaniolo: Semantics and Expressive Power of Nondeterministic Constructs in Deductive Databases. J. Comput. Syst. Sci. 62(1): 15-42 (2001)
  24. Fosca Giannotti, Dino Pedreschi: Datalog with Non-Deterministic Choice Computers NDB-PTIME. J. Log. Program. 35(1): 79-101 (1998)
  25. Fosca Giannotti, Sergio Greco, Domenico Saccà, Carlo Zaniolo: Programming with Non-Determinism in Deductive Databases. Ann. Math. Artif. Intell. 19(1-2): 97-125 (1997)
  26. Fosca Giannotti, Dino Pedreschi, Carlo Zaniolo: Declarative Semantics for Pruning Operators in Logic Programming. Meth. of Logic in CS 1(1): 61-76 (1994)
  27. Fosca Giannotti, Diego Latella: Gate Splitting in LOTOS Specifications Using Abstract Interpretation. Sci. Comput. Program. 23(2-3): 127-149 (1994)
  28. Fosca Giannotti, Attilio Matteucci, Dino Pedreschi, Franco Turini: Symbolic Evaluation with Structural Recursive Symbolic Constants. Sci. Comput. Program. 9(2): 161-177 (1987)
  29. Vincenzo Ambriola, Fosca Giannotti, Dino Pedreschi, Franco Turini: Symbolic Semantics and Program Reduction. IEEE Trans. Software Eng. 11(8): 784-794 (1985)

Conference and Workshop Papers

  1. R. Liu, H. Wang, A. Monreale, D. Pedreschi, F. Giannotti3, W. Guo. AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems.  ECML PKDD 2012, pages:  1-18, 2012.
  2. M. Coscia, G. Rossetti, F. Giannotti, D. Pedreschi. DEMON: a local-first discovery method for overlapping communities. KDD 2012: 615-623, 2012.
  3. D. Pedreschi, S. Ruggieri, F. Turini. A study of top-k measures for discrimination discovery. SAC 2012: 126-131.
  4. M. Coscia, F. Giannotti, D. Pedreschi. Towards Democratic Group Detection in Complex Networks. SBP 2012: 105-113.
  5. M. Berlingerio, M. Coscia, F. Giannotti, A. Monreale, D. Pedreschi. Foundations of Multidimensional Network Analysis. ASONAM 2011, pages: 485-489, 2011.
  6. D. Wang, D. Pedreschi, C. Song, F. Giannotti, A-L. Barabási. Human mobility, social ties, and link prediction. KDD 2011: 1100-1108.
  7. Michele Berlingerio, Michele Coscia, Fosca Giannotti: Finding and Characterizing Communities in Multidimensional Networks. ASONAM 2011: 490-494
  8. Michele Berlingerio, Michele Coscia, Fosca Giannotti: Finding redundant and complementary communities in multidimensional networks. CIKM 2011: 2181-2184
  9. F. Giannotti, L.V.S. Lakshmanan, A. Monreale, D. Pedreschi, and H. Wang. Privacy-preserving data mining from outsourced databases. Proceedings in the 3rd International Conference on Computers, Privacy, and Data Protection: An element of choice 2011, pp. 411-426.
  10. Fosca Giannotti: Mobility, Data Mining and Privacy: Mining Human Movement Patterns from Trajectory Data. EGC 2011, pp. 5-6
  11. Giulio Rossetti, Michele Berlingerio, Fosca Giannotti: Scalable Link Prediction on Multidimensional Networks. ICDM Workshops 2011: 979-986
  12. Dashun Wang, Dino Pedreschi, Chaoming Song, Fosca Giannotti, Albert-László Barabási: Human mobility, social ties, and link prediction. KDD 2011: 1100-1108
  13. M. Berlingerio, M. Coscia, F. Giannotti, A. Monreale, D. Pedreschi. Towards discovery of eras in social networks. Workshops Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, pp. 278 – 281, IEEE, 2010.
  14. F. Giannotti, M. Nanni, Dino Pedreschi, F. Pinelli, C. Renso, S. Rinzivillo, R. Trasarti. Mobility data mining: discovering movement patterns from trajectory data. Computational Transportation Science 2010: 7-10.
  15. M. Nanni, R. Trasarti, C. Renso, F. Giannotti, D. Pedreschi: Advanced knowledge discovery on movement data with the GeoPKDD system. EDBT 2010: 693-696
  16. R. Trasarti, S. Rinzivillo, F. Pinelli, M. Nanni, A. Monreale, C. Renso, D. Pedreschi, F. Giannotti. Exploring Real Mobility Data with M-Atlas. ECML PKDD 2010. Volume 6323 of Lecture Notes in Computer Science, pages 624–627, Springer, 2010.
  17. M. Berlingerio, M. Coscia, F. Giannotti, A. Monreale, D. Pedreschi. As Time Goes by: Discovering Eras in Evolving Social Networks. PAKDD 2010. Volume 6118 of Lecture Notes in Computer Science, pages 81–90. Springer, 2010.

Book

  1. F. Giannotti, D. Pedreschi: Mobility, Data Mining and Privacy – Geographic Knowledge Discovery. Springer 2008.

Posters

  1. M. Berlingerio, M. Coscia, F. Giannotti, A. Monreale, D. Pedreschi. The Pursuit of Hubbiness. NetSci 2010, The International School and Conference on Network Science, MIT and Northeastern University in Cambridge and Boston, Massachusetts USA, 10-14 May, 2010.
  2. R. Trasarti, S. Rinzivillo, F. Pinelli, M. Nanni, A. Monreale, C. Renso, D. Pedreschi, F. Giannotti. Exploring Real Mobility Data with M-Atlas. Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010.

Others ….

  1. F. Giannotti, L.V.S. Lakshmanan, A. Monreale, D. Pedreschi, and H. Wang. Privacy-preserving Mining of Association Rules from Outsourced Transaction Databases. Proceedings of the 20th Italian Symposium on Advanced Database Systems, SEBD 2012.
  2. Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti: Individual Mobility Profiles: Methods and Application on Vehicle Sharing. SEBD 2012
  3. M. Berlingerio, M. Coscia, F: Giannotti, A. Monreale, D. Pedreschi. As Time Goes By: Discovering Eras in Evolving Social Networks. Proceedings of the 18th Italian Symposium on Advanced Database Systems, SEBD 2010.
  4. Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fosca Giannotti: Location Prediction through Trajectory Pattern Mining (Extended Abstract). SEBD 2010.