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06/04/2023
A Topological Approach to Measuring Training Data Quality
Data quality is crucial for the successful training, generalization and ...
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05/29/2023
Explainability in Simplicial Map Neural Networks
Simplicial map neural networks (SMNNs) are topology-based neural network...
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10/26/2021
Emotion recognition in talking-face videos using persistent entropy and neural networks
The automatic recognition of a person's emotional state has become a ver...
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12/19/2019
Towards a Philological Metric through a Topological Data Analysis Approach
The canon of the baroque Spanish literature has been thoroughly studied ...
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07/26/2019
Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach
It is well known that Artificial Neural Networks are universal approxima...
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03/20/2019