CSVD: clustering and singular value decomposition for approximate similarity search in high-dimensional spaces

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2003.1198398 ◽

2003 ◽

Vol 15 (3) ◽

pp. 671-685 ◽

Author(s):

V. Castelli ◽

A. Thomasian ◽

Chung-Sheng Li

Keyword(s):

Singular Value Decomposition ◽

Similarity Search ◽

Singular Value ◽

High Dimensional ◽

Approximate Similarity Search ◽

Approximate Similarity ◽

Value Decomposition

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Singular Value Decomposition, Clustering, and Indexing for Similarity Search for Large Data Sets in High-Dimensional Spaces

Big Data ◽

10.1201/b18050-8 ◽

2015 ◽

pp. 76-107

Keyword(s):

Singular Value Decomposition ◽

Similarity Search ◽

Singular Value ◽

Large Data Sets ◽

High Dimensional ◽

Data Sets ◽

Value Decomposition

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CSVD: approximate similarity searches in high-dimensional spaces using clustering and singular value decomposition

10.1117/12.325808 ◽

1998 ◽

Author(s):

Alexander Thomasian ◽

Vittorio Castelli ◽

Chung-Sheng Li

Keyword(s):

Singular Value Decomposition ◽

Singular Value ◽

High Dimensional ◽

Approximate Similarity ◽

Value Decomposition ◽

Similarity Searches

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Visualization of Mixed Attributed High-Dimensional Dataset Using Singular Value Decomposition

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Big Data Technologies and Applications ◽

10.1007/978-3-319-58967-1_1 ◽

2017 ◽

pp. 3-11

Author(s):

Bindiya M. Varghese ◽

A. Unnikrishnan ◽

K. Poulose Jacob

Keyword(s):

Singular Value Decomposition ◽

Singular Value ◽

High Dimensional ◽

Value Decomposition

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Fast Approximate Similarity Search in Extremely High-Dimensional Data Sets

21st International Conference on Data Engineering (ICDE'05) ◽

10.1109/icde.2005.66 ◽

2005 ◽

Author(s):

M.E. Houle ◽

Jun Sakuma

Keyword(s):

Similarity Search ◽

High Dimensional Data ◽

High Dimensional ◽

Data Sets ◽

Approximate Similarity Search ◽

Approximate Similarity

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Privacy preserving processing of high dimensional data classification based on sample selection and Singular Value Decomposition

2013 International Conference on Control, Automation, Robotics and Embedded Systems (CARE) ◽

10.1109/care.2013.6733775 ◽

2013 ◽

Author(s):

Priyank Jain ◽

Pratibha Tapashetti ◽

A.S. Umesh ◽

Sweta Sharma

Keyword(s):

Singular Value Decomposition ◽

Sample Selection ◽

High Dimensional Data ◽

Data Classification ◽

Privacy Preserving ◽

Singular Value ◽

High Dimensional ◽

Value Decomposition

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Clustering for approximate similarity search in high-dimensional spaces

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2002.1019214 ◽

2002 ◽

Vol 14 (4) ◽

pp. 792-808 ◽

Author(s):

Chen Li ◽

E. Chang ◽

H. Garcia-Molina ◽

G. Wiederhold

Keyword(s):

Similarity Search ◽

High Dimensional ◽

Approximate Similarity Search ◽

Approximate Similarity

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Optimal Sparse Singular Value Decomposition for High-Dimensional High-Order Data

Journal of the American Statistical Association ◽

10.1080/01621459.2018.1527227 ◽

2019 ◽

Vol 114 (528) ◽

pp. 1708-1725 ◽

Author(s):

Anru Zhang ◽

Rungang Han

Keyword(s):

Singular Value Decomposition ◽

Singular Value ◽

High Dimensional ◽

Value Decomposition

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Efficient filtration of sequence similarity search through singular value decomposition

Proceedings. Fourth IEEE Symposium on Bioinformatics and Bioengineering ◽

10.1109/bibe.2004.1317371 ◽

2004 ◽

Author(s):

S. Alireza Aghili ◽

O.D. Sahin ◽

D. Agrawal ◽

Amr El Abbadi

Keyword(s):

Singular Value Decomposition ◽

Similarity Search ◽

Sequence Similarity ◽

Singular Value ◽

Sequence Similarity Search ◽

Value Decomposition

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Clustering and singular value decomposition for approximate indexing in high dimensional spaces

Proceedings of the seventh international conference on Information and knowledge management - CIKM '98 ◽

10.1145/288627.288658 ◽

1998 ◽

Author(s):

Alexander Thomasian ◽

Vittorio Castelli ◽

Chung-Sheng Li

Keyword(s):

Singular Value Decomposition ◽

Singular Value ◽

High Dimensional ◽

Value Decomposition

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Asymptotic Conditional Singular Value Decomposition for High-Dimensional Genomic Data

10.1111/j.1541-0420.2010.01455.x ◽

2010 ◽

Vol 67 (2) ◽

pp. 344-352 ◽

Author(s):

Jeffrey T. Leek

Keyword(s):

Singular Value Decomposition ◽

Genomic Data ◽

Singular Value ◽

High Dimensional ◽

Value Decomposition

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