Algoritmi | User | Flávio Arthur Oliveira Santos
Flávio Arthur Oliveira Santos
Flávio Arthur Oliveira Santos
At LASI
Other with MSc
Member of the CALG R&D Unit
Academic Degree
MSc
Current Position
Other at Escola de Engenharia da Universidade do Minho
Personal Webpage
Personal Email
flavio.santos@lasi.iotech.ptOrcid
0000-0003-2378-5376Researcher ID
FCT Public Key
J832875Cvsm0
Ciência ID
Google Scholar
Publications (18)
An Approach to Anomaly Detection with Dynamic Threshold Definition for Real-World Environments
2026 | book-chapter
Evaluating the Usefulness of Large Language Models for Human Activity Recognition Data Augmentation via Few-Shot Samples
2026 | book-chapter
An Explainable Approach to Predicting Academic Dropout: A Case Study at Faculdade Pernambucana de Saúde
2025 | book-chapter
Adversarial training and attribution methods enable evaluation of robustness and interpretability of deep learning models for image classification
Physical Review E
2024 | journal-article
Computational experiments with cellular-automata generated images reveal intrinsic limitations of convolutional neural networks on pattern recognition tasks
APL Machine Learning
2024 | journal-article
Image Classification Understanding with Model Inspector Tool
2023 | book-chapter
Towards Background and Foreground Color Robustness with Adversarial Right for the Right Reasons
2023 | book-chapter
Weakness Evaluation on In-Vehicle Violence Detection: An Assessment of X3D, C2D and I3D against FGSM and PGD
Electronics
2022 | journal-article
Combining deep learning model compression techniques
IEEE Latin America Transactions
2022 | journal-article
Neural Network eXplainable AI Based on Paraconsistent Analysis - an Initial Approach
2022 | book-chapter
Neural Network Explainable AI Based on Paraconsistent Analysis: An Extension
Electronics
2021 | journal-article
A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks
2021 | book-chapter
Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets
2021 | book-chapter
Efficient Violence Detection Using Transfer Learning
2021 | book-chapter
In-Car Violence Detection Based on the Audio Signal
2021 | book-chapter
Modelling a Deep Learning Framework for Recognition of Human Actions on Video
2021 | book-chapter
Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data
2020 | book-chapter
Active Image Data Augmentation
2019 | book-chapter
An Approach to Anomaly Detection with Dynamic Threshold Definition for Real-World Environments
2026 | book-chapter
Evaluating the Usefulness of Large Language Models for Human Activity Recognition Data Augmentation via Few-Shot Samples
2026 | book-chapter
An Explainable Approach to Predicting Academic Dropout: A Case Study at Faculdade Pernambucana de Saúde
2025 | book-chapter
Adversarial training and attribution methods enable evaluation of robustness and interpretability of deep learning models for image classification
Physical Review E
2024 | journal-article
Computational experiments with cellular-automata generated images reveal intrinsic limitations of convolutional neural networks on pattern recognition tasks
APL Machine Learning
2024 | journal-article
Image Classification Understanding with Model Inspector Tool
2023 | book-chapter
Towards Background and Foreground Color Robustness with Adversarial Right for the Right Reasons
2023 | book-chapter
Weakness Evaluation on In-Vehicle Violence Detection: An Assessment of X3D, C2D and I3D against FGSM and PGD
Electronics
2022 | journal-article
Combining deep learning model compression techniques
IEEE Latin America Transactions
2022 | journal-article
Neural Network eXplainable AI Based on Paraconsistent Analysis - an Initial Approach
2022 | book-chapter
Neural Network Explainable AI Based on Paraconsistent Analysis: An Extension
Electronics
2021 | journal-article
A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks
2021 | book-chapter
Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets
2021 | book-chapter
Efficient Violence Detection Using Transfer Learning
2021 | book-chapter
In-Car Violence Detection Based on the Audio Signal
2021 | book-chapter
Modelling a Deep Learning Framework for Recognition of Human Actions on Video
2021 | book-chapter
Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data
2020 | book-chapter
Active Image Data Augmentation
2019 | book-chapter
