Learning to Hash for Indexing Big Data—A Survey

    Proceedings of the IEEE, Volume 104, Issue 1, 2016, Pages 34-57.

    Cited by: 331|Bibtex|Views24|Links
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    Keywords:
    Approximate nearest neighbor (ANN) searchdeep learninglearning to hashsemisupervised learningsupervised learningMore(1+)

    Abstract:

    The explosive growth in Big Data has attracted much attention in designing efficient indexing and search methods recently. In many critical applications such as large-scale search and pattern matching, finding the nearest neighbors to a query is a fundamental research problem. However, the straightforward solution using exhaustive compari...More

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