IEEE - Institute of Electrical and Electronics Engineers, Inc. - Evaluation Methodology for Multiclass Novelty Detection Algorithms

2013 Brazilian Conference on Intelligent Systems (BRACIS)

Author(s): Elaine R. Faria ; Isabel J. C. R. Goncalves ; Joao Gama ; Andre C. P. L. F. Carvalho
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2013
Conference Location: Fortaleza, Brazil
Conference Date: 19 October 2013
Page(s): 19 - 25
ISBN (Electronic): 978-0-7695-5092-3
DOI: 10.1109/BRACIS.2013.12
Regular:

Novelty detection is a useful ability for learning systems, especially in data stream scenarios, where new concepts can appear, known concepts can disappear and concepts can evolve over time.... View More

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