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10/25/2022
Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data
Several approaches have been developed to mitigate algorithmic bias stem...
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10/01/2019
MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive
The use of analogs - similar weather patterns - for weather forecasting ...
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09/13/2019
High Resolution Forecasting of Heat Waves impacts on Leaf Area Index by Multiscale Multitemporal Deep Learning
Climate change impacts could cause progressive decrease of crop quality ...
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10/16/2017
Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer
Convolutional Neural Networks (CNNs) are a popular deep learning archite...
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09/14/2017
Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders
Autism Spectrum Disorders are associated with atypical movements, of whi...
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09/06/2017
Phylogenetic Convolutional Neural Networks in Metagenomics
Background: Convolutional Neural Networks can be effectively used only w...
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11/05/2015
Convolutional Neural Network for Stereotypical Motor Movement Detection in Autism
Autism Spectrum Disorders (ASDs) are often associated with specific atyp...
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08/21/2012
Minerva and minepy: a C engine for the MINE suite and its R, Python and MATLAB wrappers
We introduce a novel implementation in ANSI C of the MINE family of algo...
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02/29/2012
mlpy: Machine Learning Python
mlpy is a Python Open Source Machine Learning library built on top of Nu...
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08/17/2010