Independent quantization: an index compression technique for high-dimensional data spaces

By Stefan Berchtold, Christian Böhm, Hosagrahar Visvesvaraya Jagadish, Hans-Peter Kriegel, Jörg Sander. Proceedings / International Conference on Data Engineering, 2000

311 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Computer Networks and Communications, Signal Processing

View Paper: https://www.semanticscholar.org/paper/19da24449e53716bf6baba00b031b144a6fd4da9

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Kian-Lee Tan
2. Hosagrahar Visvesvaraya Jagadish
3. Beng Chin Ooi
4. Rui Zhang
5. Cui Yu
6. Xi Victoria Lin

In Computer Networks and Communications

1. Kian-Lee Tan
2. Hosagrahar Visvesvaraya Jagadish
3. Beng Chin Ooi
4. Xi Victoria Lin

In Signal Processing

1. Beng Chin Ooi
2. Kian-Lee Tan
3. Hosagrahar Visvesvaraya Jagadish
4. Rui Zhang
5. Cui Yu

Citations in the corpus

• iDistance: An adaptive B+-tree based indexing method for nearest neighbor search (2005, methodology): “The IQ-tree [Berchtold et al. 2000] extends the notion of the VA-file to use a tree structure where appropriate, and the bit-encoded file structure where appropriate.”
• Indexing the Distance: An Efficient Method to KNN Processing (2001, methodology): “To reduce the e ect of high dimensionalities, use of bigger nodes [3], dimensionality reduction [7] and lter-and-re ne methods [2, 16] have been proposed.”
• The Concentration of Fractional Distances (2007, unknown): “Ç”