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Title Tree Path Majority Data Structures
Authors Travis Gagie, Meng He, Gonzalo Navarro, Carlos Ochoa
Publication date 2020
Abstract We present the first solution to finding t-majorities on tree paths. Given a
tree of n nodes, each with a label from [1..s], and a fixed threshold 0 < t
< 1, such a query gives two nodes u and v and asks for all the labels that
appear more than t |P_uv| times in the path P_uv from u to v, where |P_uv|
denotes the number of nodes in P_uv. Note that the answer to any query is of
size up to 1/t. On a w-bit RAM, we obtain a linear-space data structure with
O((1/t) log log_w s) query time, which is worst-case optimal for
polylogarithmic-sized alphabets. We also describe two succinct-space solutions
with query time O((1/t) log* n log log_w s). One uses 2nH + 4n + o(n)(H+1) bits,
where H ≤ lg s is the entropy of the label distribution; the other uses nH + O(n) + o(nH) bits. By using just o(n log s) extra bits, our succinct structures allow t to be specified at query time. We obtain analogous results to find a t-minority, that is, an element that appears between 1 and t |P_uv| times in P_uv.
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Pages 107-119
Volume 833
Journal name Theoretical Computer Science
Publisher Elsevier Science (Amsterdam, The Netherlands)
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