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Fall detection and fall risk assessment in older person using wearable sensors: A systematic review

International journal of medical informatics (Shannon, Ireland), 2019-10, Vol.130, p.103946-103946, Article 103946

2019

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Foreseeing future falls with accelerometer features in active community-dwelling older persons with no recent history of falls

Experimental gerontology, 2021-01, Vol.143, p.111139-111139, Article 111139

2021

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Everything You Wanted to Know about Deep Learning for Computer Vision but Were Afraid to Ask

2017 30th SIBGRAPI Conference on Graphics, Patterns and Images Tutorials (SIBGRAPI-T), 2017, p.17-41

2017

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Learning image features with fewer labels using a semi-supervised deep convolutional network

Neural networks, 2020-12, Vol.132, p.131-143

2020

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A classification and quantification approach to generate features in soundscape ecology using neural networks

Neural computing & applications, 2022-02, Vol.34 (3), p.1923-1937

2022

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Effects of acute cannabidiol administration on anxiety and tremors induced by a Simulated Public Speaking Test in patients with Parkinson’s disease

Journal of psychopharmacology (Oxford), 2020-02, Vol.34 (2), p.189-196

2020

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Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model

Sensors (Basel, Switzerland), 2021-04, Vol.21 (9), p.2989

2021

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Better than counting seconds: Identifying fallers among healthy elderly using fusion of accelerometer features and dual-task Timed Up and Go

PloS one, 2017-04, Vol.12 (4), p.e0175559-e0175559

2017

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Machine Learning: A Practical Approach on the Statistical Learning Theory

1st ed. 2018., 2018

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Semi-supervised siamese network using self-supervision under scarce annotation improves class separability and robustness to attack

2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2021, p.223-230

2021

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A Visual Mining Approach to Improved Multiple- Instance Learning

Algorithms, 2021-12, Vol.14 (12), p.344

2021

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Unsupervised Representation Learning Using Convolutional and Stacked Auto-Encoders: A Domain and Cross-Domain Feature Space Analysis

2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018, p.440-446

2018

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Robust image features for classification and zero-shot tasks by merging visual and semantic attributes

Neural computing & applications, 2022-03, Vol.34 (6), p.4459-4471

2022

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Robust Feature Spaces from Pre-Trained Deep Network Layers for Skin Lesion Classification

2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018, p.189-196

2018

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Alignment of Local and Global Features from Multiple Layers of Convolutional Neural Network for Image Classification

2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2019, p.241-248

2019

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Segmentation of Low-Cost Remote Sensing Images Combining Vegetation Indices and Mean Shift

IEEE geoscience and remote sensing letters, 2013-01, Vol.10 (1), p.67-70

Ponti, Moacir P.

2013

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An incremental linear-time learning algorithm for the Optimum-Path Forest classifier

Information processing letters, 2017-10, Vol.126, p.1-6

2017

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Color Quantization in Transfer Learning and Noisy Scenarios: An Empirical Analysis Using Convolutional Networks

2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018, p.377-383

2018

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Sketching out the details: Sketch-based image retrieval using convolutional neural networks with multi-stage regression

Computers & graphics, 2018-04, Vol.71, p.77-87

2018

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Microscope Volume Segmentation Improved through Non-Linear Restoration

International journal of natural computing research, 2010-10, Vol.1 (4), p.37-46

Ponti, Moacir P

2010

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A decision cognizant Kullback–Leibler divergence

Pattern recognition, 2017-01, Vol.61, p.470-478

2017

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A Cross-Dataset Study on the Brazilian Sign Language Translation

2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023, p.2808-2812

2023

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Scene designer: compositional sketch-based image retrieval with contrastive learning and an auxiliary synthesis task

Multimedia tools and applications, 2023-10, Vol.82 (24), p.38117-38139

2023

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Combining clustering and active learning for the detection and learning of new image classes

Neurocomputing (Amsterdam), 2019-09, Vol.358, p.150-165

2019

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Decoupling Decision-Making in Fraud Prevention through Classifier Calibration for Business Logic Action

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024, p.1036-1037

2024

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Fall detection and fall risk assessment in older person using wearable sensors: A systematic review

Foreseeing future falls with accelerometer features in active community-dwelling older persons with no recent history of falls

Everything You Wanted to Know about Deep Learning for Computer Vision but Were Afraid to Ask

Learning image features with fewer labels using a semi-supervised deep convolutional network

A classification and quantification approach to generate features in soundscape ecology using neural networks

Effects of acute cannabidiol administration on anxiety and tremors induced by a Simulated Public Speaking Test in patients with Parkinson’s disease

Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model

Better than counting seconds: Identifying fallers among healthy elderly using fusion of accelerometer features and dual-task Timed Up and Go

Machine Learning: A Practical Approach on the Statistical Learning Theory

Semi-supervised siamese network using self-supervision under scarce annotation improves class separability and robustness to attack

A Visual Mining Approach to Improved Multiple- Instance Learning

Unsupervised Representation Learning Using Convolutional and Stacked Auto-Encoders: A Domain and Cross-Domain Feature Space Analysis

Robust image features for classification and zero-shot tasks by merging visual and semantic attributes

Robust Feature Spaces from Pre-Trained Deep Network Layers for Skin Lesion Classification

Alignment of Local and Global Features from Multiple Layers of Convolutional Neural Network for Image Classification

Segmentation of Low-Cost Remote Sensing Images Combining Vegetation Indices and Mean Shift

An incremental linear-time learning algorithm for the Optimum-Path Forest classifier

Color Quantization in Transfer Learning and Noisy Scenarios: An Empirical Analysis Using Convolutional Networks

Sketching out the details: Sketch-based image retrieval using convolutional neural networks with multi-stage regression

Microscope Volume Segmentation Improved through Non-Linear Restoration

A decision cognizant Kullback–Leibler divergence

A Cross-Dataset Study on the Brazilian Sign Language Translation

Scene designer: compositional sketch-based image retrieval with contrastive learning and an auxiliary synthesis task

Combining clustering and active learning for the detection and learning of new image classes

Decoupling Decision-Making in Fraud Prevention through Classifier Calibration for Business Logic Action

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