INDEX STRUCTURES FOR FAST SIMILARITY SEARCH FOR REAL-VALUED VECTORS. I

D. A. Rachkovskij

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INDEX STRUCTURES FOR FAST SIMILARITY SEARCH FOR REAL-VALUED VECTORS. I

机译：用于实值向量的快速相似性搜索的索引结构。一世

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This survey paper considers index structures for fast similarity search for objects represented by real-valued vectors. Index structures based on locality-sensitive hashing and their modifications are discussed. The ideas of specific algorithms, including the recently proposed ones, are stated. Their interrelations and some theoretical aspects are discussed.

机译：本调查论文考虑了索引结构，以快速搜索由实值向量表示的对象。讨论了基于局部敏感哈希的索引结构及其修改。说明了特定算法的思想，包括最近提出的算法。讨论了它们的相互关系和一些理论方面。

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来源
《Cybernetics and Systems Analysis》 |2018年第1期|152-164|共13页
作者
D. A. Rachkovskij;
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作者单位

International Scientific-Educational Center of Information Technologies and Systems, NAS of Ukraine and MES of Ukraine, Kyiv, Ukraine;

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收录信息美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
similarity search; nearest neighbor; near neighbor; index structure; locality-sensitive hashing; locality-sensitive filtering;

机译：相似度搜索最近的邻居;近邻指标结构;局部敏感哈希局部敏感过滤;

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专利

1. INDEX STRUCTURES FOR FAST SIMILARITY SEARCH FOR REAL VECTORS. Ⅱ [J] . D. A. Rachkovskij Cybernetics and Systems Analysis . 2018,第2期

机译：索引结构，可快速搜索真实矢量。 Ⅱ
2. INDEX STRUCTURES FOR FAST SIMILARITY SEARCH FOR SYMBOL STRINGS [J] . Rachkovskij D. A. Cybernetics and Systems Analysis . 2019,第5期

机译：索引结构可快速搜索符号字符串
3. Index Structures for Fast Similarity Search for Binary Vectors [J] . Rachkovskij D. A. Cybernetics and Systems Analysis . 2017,第5期

机译：二元向量快速相似性搜索的索引结构
4. PSI: indexing protein structures for fast similarity search [C] . Orhan Camoglu, Tamer Kahveci, Ambu K. Singh International Conference on Intelligent Systems for Molecular biology . 2003

机译：PSI：用于快速相似性搜索的索引蛋白质结构
5. Online Hashing for Fast Similarity Search [D] . Cakir, Fatih. 2017

机译：用于快速相似性搜索的在线散列
6. Omokage search: shape similarity search service for biomolecular structures in both the PDB and EMDB [O] . Hirofumi Suzuki, Takeshi Kawabata, Haruki Nakamura -1

机译：Omokage搜索：PDB和EMDB中生物分子结构的形状相似性搜索服务
7. PSI: Indexing Protein Structures for Fast Similarity Search [O] . Orhan Camoglu, Tamer Kahveci, Ambuj Singh 2003

机译：PSI：为快速相似性搜索索引蛋白质结构

INDEX STRUCTURES FOR FAST SIMILARITY SEARCH FOR REAL-VALUED VECTORS. I

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