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This paper considers the task of adaptive observation.
In the paper [44], an adaptive observation matrix of compressive sensing is proposed for sparse samples for ultrasonic wave signals to reconstruct sensor response signals.
We propose to use even stronger prior information by extending MRF-based super-resolution to use adaptive observation and transition functions, that is, to make these functions region-dependent.
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Although some amino-acid substitutions observed among species are likely adaptive, this observation supports selection being less efficient in removing segregating deleterious amino-acids in P. falciparum.
In conjunction with the observations of fine-scale adaptive divergence, our observations of potential trans-Atlantic gene flow provide novel insight into the past and future spatial dynamics of cod in the North Atlantic.
The preprocessing before tracking is described in Section 2. The state model for multiple vehicles is built in Section 3. The adaptive and robust observation model is presented in Section 4. The reliable model updating strategy is introduced in Section 5.
In this presentation I will focus on the most unique aspect of our work: adaptive scheduling of observations using the principles of Bayesian experimental design in a sequential data analysis setting.
We describe work in progress by a collaboration of astronomers and statisticians developing a suite of Bayesian data analysis tools for extrasolar planet (exoplanet) detection, planetary orbit estimation, and adaptive scheduling of observations.
Due to no prior knowledge of original signal used, this algorithm is adaptive in CS observations.
The sampling pattern extracted from the data is adaptive with the observations (available data) and thus enhances efficiency of the reconstruction.
The view that successful infection control mostly depends on adaptive responses reflects observations made with the intradermal application of tuberculin (purified protein derivative; PPD).
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CEO of Professional Science Editing for Scientists @ prosciediting.com