Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques (Hardcover)

General Techniques
Anonymity Technologies for Privacy-Preserving Data Publishing and Mining, Anna Monreale, Dino Pedreschi, and Ruggero G. Pensa
Privacy Preservation in the Publication of Sparse Multidimensional Data, Manolis Terrovitis, Nikos Mamoulis, and Panos Kalnis
Knowledge Hiding in Emerging Application Domains, Osman Abul
Condensation-Based Methods in Emerging Application Domains, Yucel Saygin and Mehmet Ercan Nergiz

Traces and Streams
Catch, Clean, and Release: A Survey of Obstacles and Opportunities for Network Trace Sanitization, Keren Tan, Jihwang Yeo, Michael E. Locasto, and David Kotz
Output Privacy in Stream Mining, Ting Wang and Ling Liu

Spatio-Temporal and Mobility Data
Privacy Issues in Spatiotemporal Data Mining, Aris Gkoulalas?Divanis and Vassilios S. Verykios
Probabilistic Grid?Based Approaches for Privacy-Preserving Data Mining on Moving Object Trajectories, Gy?z? Gidofalvi, Xuegang Huang, and Torben Bach Pedersen
Privacy and Anonymity in Location Data Management, Claudio Bettini, Sergio Mascetti, Dario Freni, X. Sean Wang, and Sushil Jajodia

Time Series
Privacy Preservation on Time Series, Spiros Papadimitriou, Feifei Li, George Kollios, and Philip S. Yu
A Segment-Based Approach to Preserve Privacy in Time Series Data Mining, Yongjian Fu and Ye Zhu

Biomedical Data
A Survey of Challenges and Solutions for Privacy in Clinical Genomics Data Mining, Bradley Malin, Christopher Cassa, and Murat Kantarcioglu
Privacy-Aware Health Information Sharing, Thomas Trojer, Cheuk-kwong Lee, Benjamin C.M. Fung, Lalita Narupiyakul, and Patrick C.K. Hung

Web Usage Data
Issues with Privacy Preservation in Query Log Mining, Ricardo Baeza-Yates, Rosie Jones, Barbara Poblete, and Myra Spiliopoulou
Preserving Privacy in Web Recommender Systems, Ranieri Baraglia, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, and Fabrizio Silvestri

Social Networks
The Social Web and Privacy: Practices, Reciprocity and Conflict Detection in Social Networks, Seda Gurses and Bettina Berendt
Privacy Issues in Online Social Networks, Barbara Carminati, Elena Ferrari, Murat Kantarcioglu, and Bhavani Thuraisingham
Analyzing Private Network Data, Michael Hay, Gerome Miklau, and David Jensen

References