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ISNN
2009
Springer
16 years 1 months ago
Nonlinear Component Analysis for Large-Scale Data Set Using Fixed-Point Algorithm
Abstract. Nonlinear component analysis is a popular nonlinear feature extraction method. It generally uses eigen-decomposition technique to extract the principal components. But th...
Weiya Shi, Yue-Fei Guo
ICUMT
2009
15 years 5 months ago
A new approach to the design of wireless data broadcasting systems: An analysis-based cost-effective scheme
Abstract--A new approach to the design of wireless data broadcasting systems is introduced. The proposed approach is based on the mathematical analysis of the aforementioned system...
Christos Liaskos, Sophia G. Petridou, Georgios I. ...
WWW
2001
ACM
16 years 8 months ago
XStorM: A Scalable Storage Mapping Scheme for XML Data
d Abstract) Wen Qiang Wang Mong Li Lee Beng Chin Ooi Kian-Lee Tan Department of Computer Science, National University of Singapore {wangwq, leeml, ooibc, tankl}@comp.nus.edu.sg
Wen Qiang Wang, Mong-Li Lee, Beng Chin Ooi, Kian-L...
HPDC
2008
IEEE
15 years 7 months ago
File grouping for scientific data management: lessons from experimenting with real traces
Abstract-The analysis of data usage in a large set of real traces from a high-energy physics collaboration revealed the existence of an emergent grouping of files that we coined &q...
Shyamala Doraimani, Adriana Iamnitchi
CORR
2008
Springer
92views Education» more  CORR 2008»
15 years 7 months ago
Accelerating Large-scale Data Exploration through Data Diffusion
Data-intensive applications often require exploratory analysis of large datasets. If analysis is performed on distributed resources, data locality can be crucial to high throughpu...
Ioan Raicu, Yong Zhao, Ian T. Foster, Alexander S....