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