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CORR
2010
Springer
320views Education» more  CORR 2010»
13 years 9 months ago
An algorithm for the principal component analysis of large data sets
Recently popularized randomized methods for principal component analysis (PCA) efficiently and reliably produce nearly optimal accuracy -- even on parallel processors -- unlike the...
Nathan Halko, Per-Gunnar Martinsson, Yoel Shkolnis...
INFOCOM
2010
IEEE
13 years 7 months ago
Tree-structured Data Regeneration in Distributed Storage Systems with Regenerating Codes
Abstract—Distributed storage systems provide large-scale reliable data storage by storing a certain degree of redundancy in a decentralized fashion on a group of storage nodes. T...
Jun Li, Shuang Yang, Xin Wang, Baochun Li
GIS
2006
ACM
14 years 9 months ago
Index for fast retrieval of uncertain spatial point data
Location information gathered from a variety of sources in the form of sensor data, video streams, human observations, and so on, is often imprecise and uncertain and needs to be ...
Dmitri V. Kalashnikov, Yiming Ma, Sharad Mehrotra,...
NAR
2010
116views more  NAR 2010»
13 years 3 months ago
The European Bioinformatics Institute's data resources
As the amount of biological data grows, so does the need for biologists to store and access this information in central repositories in a free and unambiguous manner. The European...
Catherine Brooksbank, Graham Cameron, Janet M. Tho...
DKE
1999
110views more  DKE 1999»
13 years 8 months ago
Making Multiple Views Self-Maintainable in a Data Warehouse
A data warehouse collects and maintains a large amount of data from several distributed and heterogeneous data sources. Often the data is stored in the form of materialized views ...
Weifa Liang, Hui Li, Hui Wang, Maria E. Orlowska