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06/17/2022
Large-Margin Representation Learning for Texture Classification
This paper presents a novel approach combining convolutional layers (CLs...
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04/26/2022
Named Entity Recognition for Audio De-Identification
Data anonymization is often a task carried out by humans. Automating it ...
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02/27/2022
Texture Characterization of Histopathologic Images Using Ecological Diversity Measures and Discrete Wavelet Transform
Breast cancer is a health problem that affects mainly the female populat...
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05/15/2021
1D CNN Architectures for Music Genre Classification
This paper proposes a 1D residual convolutional neural network (CNN) arc...
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02/13/2021
A Novel Bio-Inspired Texture Descriptor based on Biodiversity and Taxonomic Measures
Texture can be defined as the change of image intensity that forms repet...
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02/07/2021
Machine Learning Methods for Histopathological Image Analysis: A Review
Histopathological images (HIs) are the gold standard for evaluating some...
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07/27/2020
From Sound Representation to Model Robustness
In this paper, we demonstrate the extreme vulnerability of a residual de...
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10/26/2019
Detection of Adversarial Attacks and Characterization of Adversarial Subspace
Adversarial attacks have always been a serious threat for any data-drive...
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07/22/2019
Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine
In this paper we present an incremental variant of the Twin Support Vect...
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07/22/2019
Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents
This paper describes two approaches for content-based image retrieval an...
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07/06/2019
Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction
In this paper we present a novel approach for extracting a Bag-of-Words ...
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04/26/2019
A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning
In this paper, we propose the use of a black-box optimization method cal...
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04/26/2019
Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods
Automatic measuring of speaker sincerity degree is a novel research prob...
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04/24/2019
A Robust Approach for Securing Audio Classification Against Adversarial Attacks
Adversarial audio attacks can be considered as a small perturbation unpe...
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04/18/2019