Regularized Chained Deep Neural Network Classifier for Multiple Annotators

Regularized Chained Deep Neural Network Classifier for Multiple Annotators

The increasing popularity of crowdsourcing platforms, i.e., Amazon Mechanical Turk, changes how datasets for supervised learning are built. In these cases, instead of having datasets labeled by one source (which is supposed to be an expert who provided the absolute gold standard), databases holding...

Full description

Bibliographic Details
Main Authors: Julián Gil-González, Andrés Valencia-Duque, Andrés Álvarez-Meza, Álvaro Orozco-Gutiérrez, Andrea García-Moreno
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Applied Sciences
Subjects:
multiple annotators
classification
regularized models
chained deep neural networks
crowdsourcing
Online Access:https://www.mdpi.com/2076-3417/11/12/5409

Internet

https://www.mdpi.com/2076-3417/11/12/5409

Similar Items