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Highly Scalable Matching Pursuit Signal Decomposition Algorithm
A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago
Shared By: Ashok Srivastava
In this research, we propose a variant of the classical Matching Pursuit Decomposition (MPD) algorithm with significantly improved scalability and computational performance. MPD is a ...
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Data Mining at NASA: From Theory to Applications
A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago
Shared By: Ashok Srivastava
NASA has some of the largest and most complex data sources in the world, with data sources ranging from the earth sciences, space sciences, and ...
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Classification of Damage Signatures in Composite Plates using On
A Publication, Santanu Das's Collection - 13 years, 7 months ago
Shared By: Santanu Das
Damage characterization through wave propagation and scattering is of considerable interest to many non-destructive evaluation techniques. For fiber-reinforced composites, complex waves can be generated during ...
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Algorithms for Spectral Decomposition with Applications
A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago
Shared By: Ashok Srivastava
The analysis of spectral signals for features that represent physical phenomenon is ubiquitous in the science and engineering communities. There are two main approaches that ...
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Detection and Prognostics on Low Dimensional Systems
A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago
Shared By: Ashok Srivastava
This paper describes the application of known and novel prognostic algorithms on systems that can be described by low dimensional, potentially nonlinear dynamics. The methods ...
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Multiple Kernel Learning based Heterogeneous Algorithm
A Publication, Santanu Das's Collection - 13 years, 7 months ago
Shared By: Santanu Das
Paper on this topic has been submitted to KDD 2010.
Santanu's Projects (11)
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