Near neighbor searching with K nearest references

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Singleton indexes for nearest neighbor search (2016, unknown): “Examples of approximate techniques are [27, 7, 13, 1, 16, 15].”
Finding Near Neighbors Through Local Search (2015, methodology): “This structural similarity was systematically explored in [6] adding several indexes to the list, like the KNR-Cos that uses the cosine similarity.”
Permutation Search Methods are Efficient, Yet Faster Search is Possible (2015, methodology): “Our implementation is diﬀerent from the proposition of Ch´avez et al. [25] and Tellez et al. [41] in at least two ways: (1) we do not compress the index and (2) we use a simpler algorithm, namely, the ScanCount, to merge posting lists [29].”