Deep Convolutional Neural Network Ensembles Using ECOC

Deep Convolutional Neural Network Ensembles Using ECOC

Deep neural networks have enhanced the performance of decision making systems in many applications, including image understanding, and further gains can be achieved by constructing ensembles. However, designing an ensemble of deep networks is often not very beneficial since the time needed to train...

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Bibliographic Details
Main Authors: Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais, Berrin Yanikoglu, Josef Kittler
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Deep learning
ensemble learning
error correcting output coding
gradient boosting decision trees
multi-task classification
Online Access:https://ieeexplore.ieee.org/document/9452167/

Internet

https://ieeexplore.ieee.org/document/9452167/

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