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03/28/2023
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition
Demographic biases in source datasets have been shown as one of the caus...
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03/08/2023
Multimodal Parameter-Efficient Few-Shot Class Incremental Learning
Few-Shot Class Incremental Learning (FSCIL) is a challenging continual l...
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10/11/2022
Gender Stereotyping Impact in Facial Expression Recognition
Facial Expression Recognition (FER) uses images of faces to identify the...
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07/28/2022
Verification system based on long-range iris and Graph Siamese Neural Networks
Biometric systems represent valid solutions in tasks like user authentic...
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05/20/2022
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition
The increasing amount of applications of Artificial Intelligence (AI) ha...
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05/27/2020
Generative Adversarial Networks for Bitcoin Data Augmentation
In Bitcoin entity classification, results are strongly conditioned by th...
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03/08/2019
Do we still need fuzzy classifiers for Small Data in the Era of Big Data?
The Era of Big Data has forced researchers to explore new distributed so...
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02/28/2019
On the usage of the probability integral transform to reduce the complexity of multi-way fuzzy decision trees in Big Data classification problems
We present a new distributed fuzzy partitioning method to reduce the com...
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02/25/2019