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Finding the Unknown: Novelty Detection with Extreme Value Signatures of Deep Neural Activations.
Alexander Schultheiss
Christoph Käding
Alexander Freytag
Joachim Denzler
Published in:
GCPR (2017)
Keyphrases
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novelty detection
extreme values
text filtering
anomaly detection
neural network
concept drift
minimum volume
sentence level
support vector data description
data sets
machine learning
feature extraction
dimensionality reduction