Spectral–Spatial Fractal Residual Convolutional Neural Network With Data Balance Augmentation for Hyperspectral Classification
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2020.3046840
Abstract: The development of deep learning has brought new prospects into the field of hyperspectral classification, and the classification ability of this method for the classification of hyperspectral images (HSIs) has been continuously improved. However, there… read more here.
Keywords: network data; data balance; hyperspectral classification; spectral spatial ... See more keywords
Predicting Adverse Drug Reactions from Social Media Posts: Data Balance, Feature Selection and Deep Learning
Sign Up to like & getrecommendations! Published in 2022 at "Healthcare"
DOI: 10.3390/healthcare10040618
Abstract: Social forums offer a lot of new channels for collecting patients’ opinions to construct predictive models of adverse drug reactions (ADRs) for post-marketing surveillance. However, due to the characteristics of social posts, there are many… read more here.
Keywords: drug reactions; feature; balance feature; adverse drug ... See more keywords