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Introduction to Algorithms

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The article was published on 2005-01-01 and is currently open access. It has received 19250 citations till now. The article focuses on the topics: Internal sort.

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The Design and Implementation of FFTW3

TL;DR: It is shown that such an approach can yield an implementation of the discrete Fourier transform that is competitive with hand-optimized libraries, and the software structure that makes the current FFTW3 version flexible and adaptive is described.
Book

Graphical Models, Exponential Families, and Variational Inference

TL;DR: The variational approach provides a complementary alternative to Markov chain Monte Carlo as a general source of approximation methods for inference in large-scale statistical models.
Journal ArticleDOI

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

TL;DR: A new iterative recovery algorithm called CoSaMP is described that delivers the same guarantees as the best optimization-based approaches and offers rigorous bounds on computational cost and storage.
Journal ArticleDOI

Internet of things: Vision, applications and research challenges

TL;DR: A survey of technologies, applications and research challenges for Internetof-Things is presented, in which digital and physical entities can be linked by means of appropriate information and communication technologies to enable a whole new class of applications and services.
Journal ArticleDOI

Software for computing and annotating genomic ranges.

TL;DR: This work describes Bioconductor infrastructure for representing and computing on annotated genomic ranges and integrating genomic data with the statistical computing features of R and its extensions, including those for sequence analysis, differential expression analysis and visualization.