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Local binary patterns variants as texture descriptors for medical image analysis

Artificial intelligence in medicine, 2010-06, Vol.49 (2), p.117-125

2010

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Ensemble of convolutional neural networks for bioimage classification

Applied computing & informatics, 2021-01, Vol.17 (1), p.19-35

2021

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Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets

Sensors (Basel, Switzerland), 2022-08, Vol.22 (16), p.6129

2022

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Comparison of Different Image Data Augmentation Approaches

Journal of imaging, 2021-11, Vol.7 (12), p.254

2021

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Texture descriptors and voxels for the early diagnosis of Alzheimer’s disease

Artificial intelligence in medicine, 2019-06, Vol.97, p.19-26

2019

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An Ensemble of Convolutional Neural Networks for Audio Classification

Applied sciences, 2021-07, Vol.11 (13), p.5796

2021

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Different approaches for extracting information from the co-occurrence matrix

PloS one, 2013-12, Vol.8 (12), p.e83554-e83554

2013

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Advanced Computational Intelligence in Healthcare-7: Biomedical Informatics

1st Edition 2020, 2020

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Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks

Sensors (Basel, Switzerland), 2021-02, Vol.21 (5), p.1573

2021

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A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states

Expert systems with applications, 2010-12, Vol.37 (12), p.7888-7894

2010

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Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks

Sensors (Basel, Switzerland), 2021-08, Vol.21 (17), p.5809

2021

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Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease

Frontiers in neurology, 2020-11, Vol.11, p.576194-576194

2020

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An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images

IEEE access, 2024-01, Vol.12, p.1-1

2024

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Animal Sound Classification Using Dissimilarity Spaces

Applied sciences, 2020-12, Vol.10 (23), p.8578

2020

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Spectrogram Classification Using Dissimilarity Space

Applied sciences, 2020-06, Vol.10 (12), p.4176

2020

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An Empirical Study of Different Approaches for Protein Classification

TheScientificWorld, 2014-01, Vol.2014 (2014), p.1-17

2014

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Varied Image Data Augmentation Methods for Building Ensemble

IEEE access, 2023, Vol.11, p.8810-8823

2023

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Combining multiple approaches for gene microarray classification

Bioinformatics (Oxford, England), 2012-04, Vol.28 (8), p.1151-1157

2012

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Building Ensemble of Resnet for Dolphin Whistle Detection

Applied sciences, 2023-07, Vol.13 (14), p.8029

2023

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Deep Features for Training Support Vector Machines

Journal of imaging, 2021-09, Vol.7 (9), p.177

2021

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Ensemble of convolutional neural networks to improve animal audio classification

EURASIP journal on audio, speech, and music processing, 2020-05, Vol.2020 (1), p.1-14, Article 8

2020

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Coupling RetinaFace and Depth Information to Filter False Positives

Applied sciences, 2023-03, Vol.13 (5), p.2987

2023

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Convolutional Neural Networks for the Identification of African Lions from Individual Vocalizations

Journal of imaging, 2022-04, Vol.8 (4), p.96

2022

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Heterogeneous Ensemble for Medical Data Classification

Analytics (Basel), 2023-09, Vol.2 (3), p.676-693

2023

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Neonatal pain detection in videos using the iCOPEvid dataset and an ensemble of descriptors extracted from Gaussian of Local Descriptors

Applied Computing and Informatics, 2023-01, Vol.19 (1/2), p.122-143

2023

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Local binary patterns variants as texture descriptors for medical image analysis

Ensemble of convolutional neural networks for bioimage classification

Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets

Comparison of Different Image Data Augmentation Approaches

Texture descriptors and voxels for the early diagnosis of Alzheimer’s disease

An Ensemble of Convolutional Neural Networks for Audio Classification

Different approaches for extracting information from the co-occurrence matrix

Advanced Computational Intelligence in Healthcare-7: Biomedical Informatics

Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks

A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states

Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks

Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease

An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images

Animal Sound Classification Using Dissimilarity Spaces

Spectrogram Classification Using Dissimilarity Space

An Empirical Study of Different Approaches for Protein Classification

Varied Image Data Augmentation Methods for Building Ensemble

Combining multiple approaches for gene microarray classification

Building Ensemble of Resnet for Dolphin Whistle Detection

Deep Features for Training Support Vector Machines

Ensemble of convolutional neural networks to improve animal audio classification

Coupling RetinaFace and Depth Information to Filter False Positives

Convolutional Neural Networks for the Identification of African Lions from Individual Vocalizations

Heterogeneous Ensemble for Medical Data Classification

Neonatal pain detection in videos using the iCOPEvid dataset and an ensemble of descriptors extracted from Gaussian of Local Descriptors

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