IEEE - Institute of Electrical and Electronics Engineers, Inc. - One-Class Convex Hull-Based Algorithm for Classification in Distributed Environments

Author(s): Diego Fernandez-Francos ; Oscar Fontenla-Romero ; Amparo Alonso-Betanzos
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 February 2020
Volume: 50
Page(s): 386 - 396
ISSN (Electronic): 2168-2232
ISSN (Paper): 2168-2216
DOI: 10.1109/TSMC.2017.2771341
Regular:

In this paper, a new one-class classification algorithm capable of working in distributed environments is presented. In it, convex hull is used to build the boundary of the target class defining... View More

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