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Abstract: Declarative queries are proving to be an attractive paradigm for interacting with networks of wireless sensors. The metaphor that "the sensornet is a database" is problematic, however, because sensors do not exhaustively represent the data in the real world. In order to map the raw sensor readings onto physical reality, a model of that reality is required to complement the readings. In this paper, we enrich interactive sensor querying with statistical modeling techniques. We demonstrate that... (Update)
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BibTeX entry: (Update)
A. Deshpande, C. Guestrin, S. Madden, J. Hellerstein, and W. Hong. Model-driven data acquisition in sensor networks. 2004. http://citeseer.ist.psu.edu/706938.html More
@misc{ deshpande04modeldriven,
author = "A. Deshpande and C. Guestrin and S. Madden and J. Hellerstein and W. Hong",
title = "Model-driven data acquisition in sensor networks",
text = "A. Deshpande, C. Guestrin, S. Madden, J. Hellerstein, and W. Hong. Model-driven
data acquisition in sensor networks. 2004.",
year = "2004",
url = "citeseer.ist.psu.edu/706938.html" }
Citations (may not include all citations):976 Machine Learning (context) - Mitchell - 1997
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