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05/25/2023
Feature space reduction method for ultrahigh-dimensional, multiclass data: Random forest-based multiround screening (RFMS)
In recent years, numerous screening methods have been published for ultr...
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06/21/2022
BiometricBlender: Ultra-high dimensional, multi-class synthetic data generator to imitate biometric feature space
The lack of freely available (real-life or synthetic) high or ultra-high...
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05/05/2021
Reconstructing common latent input from time series with the mapper-coach network and error backpropagation
A two-module, feedforward neural network architecture called mapper-coac...
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08/07/2020
Manifold-adaptive dimension estimation revisited
Data dimensionality informs us about data complexity and sets limit on t...
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04/23/2020