IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Stream-Based Semi-supervised Active Learning Approach for Document Classification

2013 12th International Conference on Document Analysis and Recognition (ICDAR)

Author(s): Mohamed-Rafik Bouguelia ; Yolande Belaid ; Abdel Belaid
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2013
Conference Location: Washington, DC, USA
Conference Date: 25 August 2013
Page(s): 611 - 615
ISBN (Electronic): 978-0-7695-4999-6
ISSN (Paper): 1520-5363
DOI: 10.1109/ICDAR.2013.126
Regular:

We consider an industrial context where we deal with a stream of unlabelled documents that become available progressively over time. Based on an adaptive incremental neural gas algorithm (AING),... View More

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