Flávio Arthur O. Santos

According to our database, Flávio Arthur O. Santos authored at least 23 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Stock Market Prediction: Integrating Explainable AI with Conv2D Models for Candlestick Image Analysis.

Joao Paulo Euko, Flávio Arthur O. Santos, Paulo Novais

Proceedings of the Good Practices and New Perspectives in Information Systems and Technologies, 2024

2023

Exploring Image Classification Robustness and Interpretability with Right for the Right Reasons Data Augmentation.

Flávio Arthur Oliveira Santos, Cleber Zanchettin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Background and Foreground Color Robustness with Adversarial Right for the Right Reasons.

Flávio Arthur O. Santos, Maynara Donato de Souza, Cleber Zanchettin

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Image Classification Understanding with Model Inspector Tool.

Flávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022

On the Impact of Interpretability Methods in Active Image Augmentation Method.

Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais

Log. J. IGPL, 2022

2021

Morphological Skip-Gram: Replacing FastText characters n-gram with morphological knowledge.

Flávio Arthur O. Santos, Thiago Dias Bispo, Hendrik Teixeira Macedo, Cleber Zanchettin

Inteligencia Artif., 2021

Modelling a Deep Learning Framework for Recognition of Human Actions on Video.

Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Marco Gomes, Filipe Gonçalves, Joaquim Fonseca, Jochen Wingbermühle, José Machado, Paulo Novais

Proceedings of the Trends and Applications in Information Systems and Technologies, 2021

Neural Network eXplainable AI Based on Paraconsistent Analysis - an Initial Approach.

Francisco Supino Marcondes, Dalila Durães, Marco Gomes, Flávio Arthur O. Santos, José João Almeida, Paulo Novais

Proceedings of the Sustainable Smart Cities and Territories, 2021

Efficient Violence Detection Using Transfer Learning.

Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Sascha Lange, José Machado, Paulo Novais

Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

In-Car Violence Detection Based on the Audio Signal.

Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Niklas Hammerschmidt, Sascha Lange, José Machado, Paulo Novais

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks.

Flávio Arthur Oliveira Santos, Cleber Zanchettin, José Vitor Santos Silva, Leonardo Nogueira Matos, Paulo Novais

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets.

Dalila Durães, Flávio Arthur O. Santos, Francisco Supino Marcondes, Sascha Lange, José Machado

Proceedings of the Progress in Artificial Intelligence, 2021

Construction of Brazilian Regulatory Traffic Sign Recognition Dataset.

Rafael Silva, Bruno O. Prado, Leonardo N. Matos, Flávio Arthur O. Santos, Cleber Zanchettin, Paulo Novais

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020

Morphological Skip-Gram: Using morphological knowledge to improve word representation.

Flávio Arthur O. Santos, Hendrik T. Macedo, Thiago Dias Bispo, Cleber Zanchettin

CoRR, 2020

On Analysing Similarity Knowledge Transfer by Ensembles.

Danilo Pereira, Flávio Arthur O. Santos, Leonardo N. Matos, Paulo Novais, Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data.

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

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

2019

Improving Universal Language Model Fine-Tuning using Attention Mechanism.

Flávio Arthur O. Santos, Karina L. Ponce-Guevara, David Macêdo, Cleber Zanchettin

Proceedings of the International Joint Conference on Neural Networks, 2019

Active Image Data Augmentation.

Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais

Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

2018

Intrusion Detection via MLP Neural Network Using an Arduino Embedded System.

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

Proceedings of the VIII Brazilian Symposium on Computing Systems Engineering, 2018

Intrusion Detection via Multilayer Perceptron using a Low Power Device.

Felipe de Almeida Florencio, Edward David Moreno, Hendrik T. Macedo, Ricardo J. P. de B. Salgueiro, Filipe Barreto do Nascimento, Flávio Arthur Oliveira Santos

Proceedings of the Euro American Conference on Telematics and Information Systems, 2018

2016

Smart health: Using fuzzy logic in the monitoring of health-related indicators.

Flávio Arthur O. Santos, Galileu Santos de Jesus, Glauber Andrade Botelho, Hendrik Teixeira Macedo

Proceedings of the 8th Euro American Conference on Telematics and Information Systems, 2016

2015

CA²JU: an Assistive Tool for Children with Cerebral Palsy.

Flávio Arthur O. Santos, Carlos Augusto E. M. Júnior, Hendrik Teixeira Macedo, Marco Túlio Chella, Rosana C. do Nascimento Givigi, Luciano Barbosa

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

2014

Computational system for alternative and augmented communication for people with cerebral palsy.

Flávio Arthur O. Santos, Hendrik T. Macedo, Marco Túlio Chella, Rosana C. do Nascimento Givigi, Kivi Nunes, Ingrid Mesquita

Proceedings of the 7th Euro American Conference on Telematics and Information Systems, 2014