Novel similarity measure for interval-valued data based on overlapping ratio

In computing the similarity of intervals, current similarity measures such as the commonly used Jaccard and Dice measures are at times not sensitive to changes in the width of intervals, producing equal similarities for substantially different pairs of intervals. To address this, we propose a new si...

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Bibliographic Details
Main Authors: Kabir, Shaily, Wagner, Christian, Havens, Timothy C., Anderson, Derek T., Aickelin, Uwe
Format: Conference or Workshop Item
Published: IEEE 2017
Online Access:https://eprints.nottingham.ac.uk/42289/