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ORCIDFlávio Arthur O. Santos
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2020 – today
- 2025
[j3]Dalila Durães, Flávio Arthur O. Santos, Francisco Supino Marcondes
, Niklas Hammerschmidt, Paulo Novais:
Applying multisensor in-car situations to detect violence. Expert Syst. J. Knowl. Eng. 42(1) (2025)- 2024
- [c20]Joao Paulo Euko, Flávio Arthur O. Santos, Paulo Novais:
Stock Market Prediction: Integrating Explainable AI with Conv2D Models for Candlestick Image Analysis. WorldCIST (2) 2024: 13-23 - 2023
- [c19]Flávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin:
Image Classification Understanding with Model Inspector Tool. HAIS 2023: 611-622 - [c18]Flávio Arthur O. Santos, Maynara Donato de Souza, Cleber Zanchettin:
Towards Background and Foreground Color Robustness with Adversarial Right for the Right Reasons. ICANN (5) 2023: 169-180 - [c17]Flávio Arthur Oliveira Santos, Cleber Zanchettin:
Exploring Image Classification Robustness and Interpretability with Right for the Right Reasons Data Augmentation. ICCV (Workshops) 2023: 4149-4158 - 2022
- [j2]Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais:
On the Impact of Interpretability Methods in Active Image Augmentation Method. Log. J. IGPL 30(4): 611-621 (2022) - 2021
- [j1]Flávio Arthur O. Santos, Thiago Dias Bispo, Hendrik Teixeira Macedo, Cleber Zanchettin:
Morphological Skip-Gram: Replacing FastText characters n-gram with morphological knowledge. Inteligencia Artif. 24(67): 1-17 (2021) - [c16]Rafael Silva, Bruno O. Prado, Leonardo N. Matos, Flávio Arthur O. Santos, Cleber Zanchettin, Paulo Novais:
Construction of Brazilian Regulatory Traffic Sign Recognition Dataset. CIARP 2021: 163-172 - [c15]Dalila Durães, Flávio Arthur O. Santos, Francisco Supino Marcondes, Sascha Lange, José Machado:
Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets. EPIA 2021: 290-298 - [c14]Flávio Arthur Oliveira Santos, Cleber Zanchettin, José Vitor Santos Silva, Leonardo Nogueira Matos, Paulo Novais:
A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks. HAIS 2021: 600-610 - [c13]Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Niklas Hammerschmidt, Sascha Lange, José Machado, Paulo Novais:
In-Car Violence Detection Based on the Audio Signal. IDEAL 2021: 437-445 - [c12]Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Sascha Lange, José Machado, Paulo Novais:
Efficient Violence Detection Using Transfer Learning. PAAMS (Workshops) 2021: 65-75 - [c11]Francisco Supino Marcondes, Dalila Durães, Marco Gomes, Flávio Arthur O. Santos, José João Almeida, Paulo Novais:
Neural Network eXplainable AI Based on Paraconsistent Analysis - an Initial Approach. SSCT 2021: 139-149 - [c10]Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Marco Gomes, Filipe Gonçalves, Joaquim Fonseca, Jochen Wingbermühle, José Machado, Paulo Novais:
Modelling a Deep Learning Framework for Recognition of Human Actions on Video. WorldCIST (1) 2021: 104-112 - [i2]Flávio Arthur O. Santos, Cleber Zanchettin, Leonardo N. Matos, Paulo Novais:
On the Impact of Interpretability Methods in Active Image Augmentation Method. CoRR abs/2102.12354 (2021) - 2020
- [c9]Danilo Pereira, Flávio Arthur O. Santos, Leonardo N. Matos, Paulo Novais, Cleber Zanchettin, Teresa Bernarda Ludermir:
On Analysing Similarity Knowledge Transfer by Ensembles. IDEAL (2) 2020: 202-210 - [c8]Tiago Jesus, Júlio Duarte, Diana Ferreira, Dalila Durães, Francisco Supino Marcondes, Flávio Arthur O. Santos, Marco Gomes, Paulo Novais, Filipe Gonçalves, Joaquim Fonseca, Nicolás F. Lori, António Abelha, José Machado:
Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data. IDEAL (2) 2020: 549-560 - [i1]Flávio Arthur O. Santos, Hendrik T. Macedo, Thiago Dias Bispo, Cleber Zanchettin:
Morphological Skip-Gram: Using morphological knowledge to improve word representation. CoRR abs/2007.10055 (2020)
2010 – 2019
- 2019
- [c7]Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais:
Active Image Data Augmentation. HAIS 2019: 310-321 - [c6]Flávio Arthur O. Santos, Karina L. Ponce-Guevara, David Macêdo, Cleber Zanchettin:
Improving Universal Language Model Fine-Tuning using Attention Mechanism. IJCNN 2019: 1-7 - 2018
- [c5]Felipe de Almeida Florencio, Edward David Moreno, Hendrik T. Macedo, Ricardo J. P. de B. Salgueiro, Filipe Barreto do Nascimento, Flávio Arthur Oliveira Santos:
Intrusion Detection via Multilayer Perceptron using a Low Power Device. EATIS 2018: 11:1-11:5 - [c4]Felipe de Almeida Florencio, Edward David Moreno Ordonez, Hendrik Teixeira Macedo, Ricardo Jose Paiva de Britto Salgueiro, Filipe Barreto do Nascimento, Flávio Arthur Oliveira Santos:
Intrusion Detection via MLP Neural Network Using an Arduino Embedded System. SBESC 2018: 190-195 - 2016
- [c3]Flávio Arthur O. Santos, Galileu Santos de Jesus, Glauber Andrade Botelho, Hendrik Teixeira Macedo:
Smart health: Using fuzzy logic in the monitoring of health-related indicators. EATIS 2016: 1-4 - 2015
- [c2]Flávio Arthur O. Santos, Carlos Augusto E. M. Júnior, Hendrik Teixeira Macedo, Marco Túlio Chella, Rosana C. do Nascimento Givigi, Luciano Barbosa:
CA2JU: an Assistive Tool for Children with Cerebral Palsy. MedInfo 2015: 589-593 - 2014
- [c1]Flávio Arthur O. Santos, Hendrik T. Macedo, Marco Túlio Chella, Rosana C. do Nascimento Givigi, Kivi Nunes, Ingrid Mesquita:
Computational system for alternative and augmented communication for people with cerebral palsy. EATIS 2014: 39:1-39:2
Coauthor Index
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