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PKDD
2004
Springer
116views Data Mining» more  PKDD 2004»
15 years 12 months ago
Random Matrices in Data Analysis
We show how carefully crafted random matrices can achieve distance-preserving dimensionality reduction, accelerate spectral computations, and reduce the sample complexity of certai...
Dimitris Achlioptas
CBSE
2006
Springer
15 years 10 months ago
Towards Encapsulating Data in Component-Based Software Systems
Abstract. A component-based system consists of components linked by connectors. Data can reside in components and/or in external data stores. Operations on data, such as access, up...
Kung-Kiu Lau, Faris M. Taweel
GECCO
2007
Springer
207views Optimization» more  GECCO 2007»
16 years 20 days ago
A data parallel approach to genetic programming using programmable graphics hardware
In recent years the computing power of graphics cards has increased significantly. Indeed, the growth in the computing power of these graphics cards is now several orders of magn...
Darren M. Chitty
HICSS
2009
IEEE
126views Biometrics» more  HICSS 2009»
15 years 10 months ago
Specifying and Analyzing Workflows for Automated Identification and Data Capture
Humans use computers to carry out tasks that neither is able to do easily alone: humans provide eyes, hands, and judgment while computers provide computation, networking, and stor...
Elsa L. Gunter, Ayesha Yasmeen, Carl A. Gunter, An...
NOSSDAV
2009
Springer
16 years 1 months ago
SLIPstream: scalable low-latency interactive perception on streaming data
A critical problem in implementing interactive perception applications is the considerable computational cost of current computer vision and machine learning algorithms, which typ...
Padmanabhan Pillai, Lily B. Mummert, Steven W. Sch...