Fishing Gear Pattern Recognition by Including Supervised Autoencoder Dimensional Reduction

Fishing is a crucial worldwide activity as it provides a source of food and economic income. A challenge in ecology and conservation is decreasing overfishing and illegal, unreported, and unregulated fishing (IUUF). One strategy to decrease those issues is to track vessels for detecting fishing beha...

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Vydáno v:	IEEE geoscience and remote sensing letters Ročník 19; s. 1 - 5
Hlavní autoři:	Carlos, Hugo, Aranda, Ramon, Velasco, Mariana Rivera-De, Rodriguez-Gonzalez, Ansel Y., Mendez-Lopez, Maria Elena
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Piscataway IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Artificial intelligence Centroids Coders Conservation Data analysis Data processing Dimension reduction Ecology Economics Fisheries Fisheries management Fishery management Fishing Fishing equipment Fishing gear Food sources Gears Illegal fishing Longline fishing Marine vehicles Monitoring Overfishing Pattern recognition Proposals Purse seines supervised autoencoder Support vector machines Trajectory vessel behavior Vessels
ISSN:	1545-598X, 1558-0571
On-line přístup:	Získat plný text
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