منابع مشابه
Range Queries on Uncertain Data
Given a set P of n uncertain points on the real line, each represented by its one-dimensional probability density function, we consider the problem of building data structures on P to answer range queries of the following three types for any query interval I : (1) top-1 query: find the point in P that lies in I with the highest probability, (2) top-k query: given any integer k ≤ n as part of th...
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Probabilistic range query is an important type of query in the area of uncertain data management. A probabilistic range query returns all the objects within a specific range from the query object with a probability no less than a given threshold. In this paper we assume that each uncertain object stored in the databases is associated with a multi-dimensional Gaussian distribution, which describ...
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A range-max query finds the maximum value over all selected cells of an on-line analytical processing (OLAP) data cube where the selection is specified by ranges of contiguous values for each dimension. One of the approaches to process such queries is to precompute a prefix cube (PC), which is a cube of the same dimensionality and size as the original data cube, but with some pre-computed resul...
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Top-k queries also known as ranking queries are often natural and useful in. Ing probabilistic threshold top-k queries on uncertain data.UNCERTAIN DATA MODELS W.R.T RANKING QUERIES. Uncertain attribute based on the associated discrete pdf and the choice is.observed, the semantics of top-k queries on uncertain data can be ambiguous due to tradeoffs. Whether it is better to report highly ranked i...
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ژورنال
عنوان ژورنال: Journal of Computer and System Sciences
سال: 2018
ISSN: 0022-0000
DOI: 10.1016/j.jcss.2017.09.006