An Interval-Valued Data Classification Method Based on the Unified Representation Frame

Interval-valued data (IVD) is a kind of data where each feature is an interval. The midpoint and boundary are the two commonly used methods for representing IVD. However, their structure information (such as location, size) may be incomplete because only midpoint or endpoint is adopted which will le...

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Bibliographic Details
Main Authors: Xiaobo Qi, Husheng Guo, Zadorozhnyi Artem, Wenjian Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8963733/