Visually-Enabled Active Deep Learning for (Geo) Text and Image Classification: A Review

Visually-Enabled Active Deep Learning for (Geo) Text and Image Classification: A Review

This paper investigates recent research on active learning for (geo) text and image classification, with an emphasis on methods that combine visual analytics and/or deep learning. Deep learning has attracted substantial attention across many domains of science and practice, because it can find intri...

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Bibliographic Details
Main Authors: Liping Yang, Alan M. MacEachren, Prasenjit Mitra, Teresa Onorati
Format: Article
Language:English
Published: MDPI AG 2018-02-01
Series:ISPRS International Journal of Geo-Information
Subjects:
visual analytics
human-centered computing
active learning
deep learning
machine learning
multi-class classification
multi-label classification
text classification
image classification
geographic information retrieval
Online Access:http://www.mdpi.com/2220-9964/7/2/65

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http://www.mdpi.com/2220-9964/7/2/65

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