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The search is done using locality sensitive hashing as described in[21].
These techniques make it possible to precisely and repeatably calculate the geographic range of individual species using locality information.
We further show how we are able to forecast the popularity of the new venue after one month following its opening by using locality and temporal similarity as features.
Since there exists (Zin mathcal {X}), such that φ s (Z)=0 (see property (10)), using locality of φ, we get that for any (Xin mathcal {X}_{varphi _{s}}, Ain mathcal {F}_{t}), there exists (Yin mathcal {X}), so that.
Most biometric templates are represented as fixed length real vectors and they can be binarized easily using locality sensitive hashing (LSH) techniques and the most natural and widely used distance in the hash space is the Hamming distance.
Next, for any (Ain mathcal {F}_{t}), such that A⊆{X=∞}, we get (mathcal {Y}^_{A}(X)=emptyset ), which implies Open image in new window Finally, for any (nin mathbb {R}), using locality of (varphi ^_{t}) and the fact that (nin mathcal {X}cap bar {L}^{0}_{t}), we get.
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Urvoy et al. use HTML structure to classify web pages, and they develop a clustering method using locality-sensitive hashing to cluster similar spam pages together [26].
It can be obtained by using locality-aware peer-to-peer (P2P) applications for content distribution and has the potential to offload the core segment.
A second data matrix was assembled using localities as observations and coral species as variables, with n = 1 for each locality.
The reduced ENMs developed using localities from either K1 (average training and test AUC values of 0.994±0.001 SD and 0.992±0.002 SD, respectively) or K3 (average training and test AUC values of 0.981±0.004 SD and 0.982±0.018 SD, respectively) alone also performed well in predicting the range-wide distribution of A. transcaspicus (Figure 2).
We used 2 algorithms, Genetic Algorithm for Rule-Set Production (GARP [ http://openmodeller.sourceforge.net/index.php?option=com_content&task=view&id=8&itemid=4]) and Maxent (www.cs.princeton.edu/~schapire/maxent/), to create ecological niche models of monkeypox transmission by using localities where the 2 recognized clades (Congo Basin and West African) were identified in human samples.
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