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Singular value decomposition
Known as:
SVD
, Singular-value decomposition
, SV decomposition
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In linear algebra, the singular value decomposition (SVD) is a factorization of a real or complex matrix. It is the generalization of the…
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Related topics
Related topics
50 relations
Apache Spark
Bidiagonalization
Biplot
Collaborative filtering
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2009
2009
Combining Singular Value Decomposition and Item-based Recommender in Collaborative Filtering
Songjie Gong
,
Hongwu Ye
,
Yae Dai
Second International Workshop on Knowledge…
2009
Corpus ID: 12492925
Recommender Systems are introduced as an intelligent technique to deal with the problem of information and product overload…
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2007
2007
Improving Connectivity via Relays Deployment in Wireless Sensor Networks
A. Ibrahim
,
Karim G. Seddik
,
K. Liu
IEEE GLOBECOM - IEEE Global Telecommunications…
2007
Corpus ID: 11808106
Enhancing the connectivity of wireless sensor networks is necessary to avoid the occurrence of coverage gaps. In this paper, we…
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Highly Cited
2006
Highly Cited
2006
Improving Quality of Search Results Clustering with Approximate Matrix Factorisations
S. Osinski
European Conference on Information Retrieval
2006
Corpus ID: 15330831
In this paper we show how approximate matrix factorisations can be used to organise document summaries returned by a search…
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2005
2005
Two-channel constrained least squares problems: solutions using power methods and connections with canonical coordinates
A. Pezeshki
,
L. Scharf
,
M. Azimi-Sadjadi
,
Y. Hua
IEEE Transactions on Signal Processing
2005
Corpus ID: 9085209
The problem of two-channel constrained least squares (CLS) filtering under various sets of constraints is considered, and a…
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2002
2002
Hybrid Load-Value Predictors
Martin Burtscher
,
B. Zorn
IEEE Trans. Computers
2002
Corpus ID: 3058312
Load instructions diminish processor performance in two ways. First, due to the continuously widening gap between CPU and memory…
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2000
2000
Face Identification Based on Singular Value Decomposition and Data Fusion
Wang Yun
2000
Corpus ID: 124874406
A face identification method based on singular value decomposition (SVD) and data fusion is proposed in this paper. The singular…
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1984
1984
Singular Value Decomposition With Systolic Arrays
Ilse C. F. Ipsen
Optics & Photonics
1984
Corpus ID: 122141240
Systolic arrays for determining the Singular Value Decomposition of a mxn, m > n, matrix A of bandwidth w are presented. After A…
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1984
1984
Acoustooptic linear algebra processors: Architectures, algorithms, and applications
D. Casasent
Proceedings of the IEEE
1984
Corpus ID: 25525321
Architectures, algorithms, and applications for systolic processors are described with attention to the realization of parallel…
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Highly Cited
1983
Highly Cited
1983
Eigensystem properties of the sampled space correlation matrix
G. Bienvenu
IEEE International Conference on Acoustics…
1983
Corpus ID: 28767795
In the recent years, the resolving capability of passive array processing has been greatly improved by the so-called high…
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1982
1982
A Systolic Architecture for the Singular Value Decomposition
R. Brent
,
F. Luk
1982
Corpus ID: 119450388
We propose a systolic architecture for computing a singular value decomposition of an m x n matrix, where $m \geq n$. Our…
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