Select Lab Publications
Optimizing Sensing: From Water to the Web (2009)
By: Andreas Krause and Carlos GuestrinAbstract: Where should we place sensors to quickly detect contamination in drinking water distribution networks? Which blogs should we read to learn about the biggest stories on the Web? Such problems are typically NP-hard in theory and extremely challenging in practice. The authors present algorithms that exploit submodularity to efficiently find provably near-optimal solutions to large, complex real-world sensing problems.
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| Andreas Krause and Carlos Guestrin (2009). "Optimizing Sensing: From Water to the Web." IEEE Computer Magazine, 42(8), 38-45. | |||||
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@article{krause+guestrin:ieeecomputer2009, author = {Andreas Krause and Carlos Guestrin}, title = {Optimizing Sensing: From Water to the Web}, journal ={IEEE Computer Magazine}, volume = {42}, number = {8}, issn = {0018-9162}, year = {2009}, pages = {38-45}, doi = {http://doi.ieeecomputersociety.org/10.1109/MC.2009.265}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, wwwfilebase = {ieeecomputer2009-krause-guestrin}, wwwtopic = {Sensing} } | |||||
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