Similarity Search in High-dimensional Spaces with Applications to Time Series Data Mining and Information Retrieval
We present one of the main problems in information retrieval and data mining, which is the similarity search problem. We address this problem mainly from a metric perspective. We focus on time series data, but our general objective is to develop methods and algorithms that can be extended to other d...
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| Language: | ENG |
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Université de Bretagne Sud
2011
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| Online Access: | http://tel.archives-ouvertes.fr/tel-00625120 http://tel.archives-ouvertes.fr/docs/00/62/51/20/PDF/Dissertation_version_19_.pdf |