Practical Data-Oriented Microaggregation for Statistical Disclosure Control
IEEE Transactions on Knowledge and Data Engineering
Ordinal, Continuous and Heterogeneous k-Anonymity Through Microaggregation
Data Mining and Knowledge Discovery
Clustering of time series data-a survey
Pattern Recognition
Distance based re-identification for time series, analysis of distances
PSD'06 Proceedings of the 2006 CENEX-SDC project international conference on Privacy in Statistical Databases
A Similarity Measure for Sequences of Categorical Data Based on the Ordering of Common Elements
MDAI '08 Sabadell Proceedings of the 5th International Conference on Modeling Decisions for Artificial Intelligence
Towards the evaluation of time series protection methods
Information Sciences: an International Journal
Distance based re-identification for time series, analysis of distances
PSD'06 Proceedings of the 2006 CENEX-SDC project international conference on Privacy in Statistical Databases
Information fusion in data privacy: A survey
Information Fusion
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Privacy is becoming a pervasive issue, as nowadays information is gathered by all kind of information systems. In this paper we introduce a method for database protection in the case that the data under consideration is expressed in terms of time series. We propose the use of microaggregation for this purpose and extend standard microaggregation so that it works for this kind of data.