Abstract
Let be a set of points in an axis-parallel rectangle in the plane. We present an -time algorithm to preprocess into a data structure of size , such that, given a query point , we can find, in time, the largest-area axis-parallel rectangle that is contained in , contains , and its interior contains no point of . This is a significant improvement over the previous solution of Augustine {\em et al.} \cite{qmex}, which uses slightly superquadratic preprocessing and storage.
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