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About Access Structures For Angular Similarity Queries: Tan Apaydin and Hakan Ferhatosmanoglu
The document discusses access structures for processing angular similarity queries in databases. It proposes two new classes of access structures - Angular-sweep and Cone-shell - that perform quantization based on the angular orientation of data objects. These structures are designed to efficiently process queries using angular similarity measures, as current techniques are ineffective due to a mismatch in geometry or high data dimensionality. The proposed techniques are shown to scale well with dimensionality and dataset size, providing two to three orders of magnitude speedup over existing approaches.
Detailed Information
| Author: | ['Rajeev Varma'] |
|---|---|
| Publication Year: | 2011 |
| Pages: | 14 |
| Language: | English |
| Format: | |
| Price: | FREE |
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