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01/30/2023
Data-driven soiling detection in PV modules
Soiling is the accumulation of dirt in solar panels which leads to a dec...
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07/15/2022
Random projections for curves in high dimensions
Modern time series analysis requires the ability to handle datasets that...
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12/01/2021
Approximating Length-Restricted Means under Dynamic Time Warping
We study variants of the mean problem under the p-Dynamic Time Warping (...
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07/16/2021
Tight Bounds for Approximate Near Neighbor Searching for Time Series under the Fréchet Distance
We study the c-approximate near neighbor problem under the continuous Fr...
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08/21/2020
(2+ε)-ANN for time series under the Fréchet distance
We study approximate-near-neighbor data structures for time series under...
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07/09/2019
Sublinear data structures for short Fréchet queries
We study metric data structures for curves in doubling spaces, such as t...
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03/07/2019
The VC Dimension of Metric Balls under Fréchet and Hausdorff Distances
The Vapnik-Chervonenkis dimension provides a notion of complexity for sy...
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02/23/2019
Near neighbor preserving dimension reduction for doubling subsets of ℓ_1
Randomized dimensionality reduction has been recognized as one of the fu...
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12/18/2017