A vantage-point tree (or VP tree) is a metric tree that segregates data in a metric space by choosing a position in the space (the "vantage pointâ€¦Â (More)

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2015

2015

- Sultan Zeybek, Ebubekir KoÃ§
- 2015 7th International Joint Conference onâ€¦
- 2015

In this paper, an implementation of vantage point local search procedure for the Bees Algorithm (BA) in combinatorial domains isâ€¦Â (More)

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2013

2013

- Leonid Boytsov, Bilegsaikhan Naidan
- NIPS
- 2013

Our focus is on approximate nearest neighbor retrieval in metric and non-metric spaces. We employ a VP-tree and explore twoâ€¦Â (More)

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2011

2011

- Weijia Xu, Lee Parnell Thompson, Daniel P. Miranker
- NTSS '11
- 2011

We develop and evaluate a version of the excluded middle vantage point forest in support of range searches and load balancing forâ€¦Â (More)

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2009

2009

- Frank Nielsen, Paolo Piro, Michel Barlaud
- 2009 IEEE International Conference on Multimediaâ€¦
- 2009

Nearest Neighbor (NN) retrieval is a crucial tool of many computer vision tasks. Since the brute-force naive search is too timeâ€¦Â (More)

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2008

2008

- Michael Skalak, Jinyu Han, Bryan Pardo
- ISMIR
- 2008

Melodic search engines let people find music in online collections by specifying the desired melody. Comparing the query melodyâ€¦Â (More)

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2008

2008

- Ming Zhang, Reda Alhajj
- 2008 4th International IEEE Conferenceâ€¦
- 2008

Index structures for nearest neighbor search in high-dimensional metric space are mostly built by partitioning the data set basedâ€¦Â (More)

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2008

2008

- Ming Zhang, Reda Alhajj
- Knowledge and Information Systems
- 2008

Similarity search (e.g., k-nearest neighbor search) in high-dimensional metric space is the key operation in many applicationsâ€¦Â (More)

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Highly Cited

2000

Highly Cited

2000

- Ada Wai-Chee Fu, Polly Mei-shuen Chan, Yin-Ling Cheung, Yiu Sang Moon
- The VLDB Journal
- 2000

Abstract. For some multimedia applications, it has been found that domain objects cannot be represented as feature vectors in aâ€¦Â (More)

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Highly Cited

1994

Highly Cited

1994

- Tzi-cker Chiueh
- VLDB
- 1994

We formulate the content-based image indexing problem as a multi-dimensional nearest-neighbor search problem, and developâ€¦Â (More)

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Highly Cited

1993

Highly Cited

1993

- Peter N. Yianilos
- SODA
- 1993

We consider the computational problem of finding nearest neighbors in general metric spaces. Of particular interest are spacesâ€¦Â (More)

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