Mobility, Data Mining and Privacy

I. Setting the Stage

1. Mobility, Data Mining and Privacy: A Vision of Convergence
F. Giannotti, D. Pedreschi

2. Basic Concepts of Movement Data
N. Andrienko, G. Andrienko, N. Pelekis, S. Spaccapietra

3. Characterising the Next Generation of Mobile Applications Through a Privacy-Aware Geographic Knowledge Discovery Process
M. Wachowicz, A. Ligtenberg, C. Renso, S. Gürses

4. Wireless Network Data Sources: Tracking and Synthesizing Trajectories
C. Renso, S. Puntoni, E. Frentzos, A. Mazzoni, B. Moelans, N. Pelekis, F. Pini

5. Privacy Protection: Regulations and Technologies, Opportunities and Threats
D. Pedreschi, F. Bonchi, F. Turini, V. S. Verykios, M. Atzori, B. Malin, B. Moelans, Y. Saygin

II. Managing Moving Object and Trajectory Data

6. Trajectory Data Models
J. Macedo, C. Vangenot, W. Othman, N. Pelekis, E. Frentzos, B. Kuijpers, I. Ntoutsi, S. Spaccapietra, Y. Theodoridis

7. Trajectory Database Systems
E. Frentzos, N. Pelekis, I. Ntoutsi, Y. Theodoridis

8. Towards Trajectory Data Warehouses
N. Pelekis, A. Raffaetà, M. -L. Damiani, C. Vangenot, G. Marketos, E. Frentzos, I. Ntoutsi, Y. Theodoridis

9. Privacy and Security in Spatiotemporal Data and Trajectories
V. S. Verykios, M. L. Damiani, A. Gkoulalas-Divanis

III. Mining Spatiotemporal and Trajectory Data

10. Knowledge Discovery from Geographical Data
S. Rinzivillo, F. Turini, V. Bogorny, C. Körner, B. Kuijpers, M. May

11. Spatiotemporal Data Mining
M. Nanni, B. Kuijpers, C. Körner, M. May, D. Pedreschi

12. Privacy in Spatiotemporal Data Mining
F. Bonchi, Y. Saygin, V. S. Verykios, M. Atzori, A. Gkoulalas-Divanis, S. V. Kaya, E. Savas

13. Querying and Reasoning for Spatiotemporal Data Mining
G. Manco, M. Baglioni, F. Giannotti, B. Kuijpers, A. Raffaetà, C. Renso

14. Visual Analytics Methods for Movement Data
G. Andrienko, N. Andrienko, I. Kopanakis, A. Ligtenberg, S. Wrobel

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Avainsanat: COMPUTERS / Computer Science COM014000