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Invariant Pattern Recognition with Log-Polar Transform and Dual-Tree Complex Wavelet-Fourier Features

Sensors (Basel, Switzerland), 2023-04, Vol.23 (8), p.3842

2023

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Face recognition via selective denoising, filter faces and hog features

Signal, image and video processing, 2024-02, Vol.18 (1), p.369-378

2024

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Illumination invariant face recognition via multiscale filter faces and voting technique

Signal, image and video processing, 2024, Vol.18 (8-9), p.5933-5938

2024

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On the rate of convergence of a deep recurrent neural network estimate in a regression problem with dependent data

Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability, 2023-05, Vol.29 (2)

2023

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Over-parametrized deep neural networks minimizing the empirical risk do not generalize well

Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability, 2021-11, Vol.27 (4)

2021

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Hyperspectral face recognition with histogram of oriented gradient features and collaborative representation-based classifier

Multimedia tools and applications, 2022, Vol.81 (2), p.2299-2310

2022

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Mass detection in digital breast tomosynthesis data using convolutional neural networks and multiple instance learning

Computers in biology and medicine, 2018-05, Vol.96, p.283-293

2018

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Hyperspectral Imagery Denoising Using Minimum Noise Fraction and Video Non-Local Bayes Algorithms

Canadian journal of remote sensing, 2022-09, Vol.48 (5), p.694-701

2022

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Compatible-domain Transfer Learning for Breast Cancer Classification with Limited Annotated Data

Computers in biology and medicine, 2023-03, Vol.154, p.106575-106575, Article 106575

2023

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Analysis of the rate of convergence of two regression estimates defined by neural features which are easy to implement

Electronic journal of statistics, 2024-01, Vol.18 (1)

2024

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Convergence properties of radial basis functions networks in function learning

Procedia computer science, 2021, Vol.192, p.3761-3767

2021

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Estimation of a density using an improved surrogate model

Electronic journal of statistics, 2021-01, Vol.15 (1)

2021

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Designing shape-preserving descriptors for classifying signals with application to vibrations of large mechanical structures

Knowledge-based systems, 2024-09, Vol.299, p.112028, Article 112028

2024

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PRICING OF HIGH-DIMENSIONAL AMERICAN OPTIONS BY NEURAL NETWORKS

Mathematical finance, 2010-07, Vol.20 (3), p.383-410

2010

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An Experimental Study on the Effects of Noise on Endmember Extraction Methods

Canadian journal of remote sensing, 2022-07, Vol.48 (4), p.551-564

2022

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Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops, S+SSPR 2022, Montreal, QC, Canada, August 26-27, 2022, Proceedings

1, 2023

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A New Endmember Extraction Method Based on Least Squares

Canadian journal of remote sensing, 2022-03, Vol.48 (2), p.316-326

2022

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Performance Evaluation of the Silhouette Index

Artificial Intelligence and Soft Computing, 2015, p.49-58

2015

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Feature Extraction for Patch Matching in Patch-based Denoising Methods

Image analysis & stereology, 2022-11, Vol.41 (3), p.217-227

2022

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Supervised classification using graph-based space partitioning

Pattern recognition letters, 2019-12, Vol.128, p.122-130

2019

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Estimation of extreme quantiles in a simulation model

Journal of nonparametric statistics, 2019-04, Vol.31 (2), p.393-419

2019

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Noise Robust Hyperspectral Image Classification With MNF-Based Edge Preserving Features

Image analysis & stereology, 2023-07, Vol.42 (2), p.93-99

2023

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Nonparametric Regression Based on Hierarchical Interaction Models

IEEE transactions on information theory, 2017-03, Vol.63 (3), p.1620-1630

2017

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Ensemble Learning Using Matrices of Classifier Interactions and Decision Profiles on Riemannian and Grassmann Manifolds

International journal of pattern recognition and artificial intelligence, 2021-09, Vol.35 (12)

2021

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Automatic Epileptic Seizure Detection in EEG Using Nonsubsampled Wavelet–Fourier Features

Journal of medical and biological engineering, 2017-02, Vol.37 (1), p.123-131

2017

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Invariant Pattern Recognition with Log-Polar Transform and Dual-Tree Complex Wavelet-Fourier Features

Face recognition via selective denoising, filter faces and hog features

Illumination invariant face recognition via multiscale filter faces and voting technique

On the rate of convergence of a deep recurrent neural network estimate in a regression problem with dependent data

Over-parametrized deep neural networks minimizing the empirical risk do not generalize well

Hyperspectral face recognition with histogram of oriented gradient features and collaborative representation-based classifier

Mass detection in digital breast tomosynthesis data using convolutional neural networks and multiple instance learning

Hyperspectral Imagery Denoising Using Minimum Noise Fraction and Video Non-Local Bayes Algorithms

Compatible-domain Transfer Learning for Breast Cancer Classification with Limited Annotated Data

Analysis of the rate of convergence of two regression estimates defined by neural features which are easy to implement

Convergence properties of radial basis functions networks in function learning

Estimation of a density using an improved surrogate model

Designing shape-preserving descriptors for classifying signals with application to vibrations of large mechanical structures

PRICING OF HIGH-DIMENSIONAL AMERICAN OPTIONS BY NEURAL NETWORKS

An Experimental Study on the Effects of Noise on Endmember Extraction Methods

Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops, S+SSPR 2022, Montreal, QC, Canada, August 26-27, 2022, Proceedings

A New Endmember Extraction Method Based on Least Squares

Performance Evaluation of the Silhouette Index

Feature Extraction for Patch Matching in Patch-based Denoising Methods

Supervised classification using graph-based space partitioning

Estimation of extreme quantiles in a simulation model

Noise Robust Hyperspectral Image Classification With MNF-Based Edge Preserving Features

Nonparametric Regression Based on Hierarchical Interaction Models

Ensemble Learning Using Matrices of Classifier Interactions and Decision Profiles on Riemannian and Grassmann Manifolds

Automatic Epileptic Seizure Detection in EEG Using Nonsubsampled Wavelet–Fourier Features

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