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The History of Histograms
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The history of histograms is long and rich, full
of detailed information in every step.
It includes the course of histograms in different scientific fields, the successes and failures of
histograms in approximating and compressing
information, their adoption by industry, and
solutions that have been given on a great variety of histogram-related problems.
In this paper and in the same spirit of the histogram
techniques themselves, we compress their entire history
(including their "future history" as currently anticipated) in the given/fixed
space budget, mostly recording details for the
periods, events, and results with the highest
(personally-biased) interest.
In a limited set
of experiments, the semantic distance between
the compressed and the full form of the history
was found relatively small!
 ©2004 Association for Computing Machinery |