Dr Igor Menezes' Outputs (2)

Estudo das relações entre variáveis segundo análises de moderação e mediação (Examining relationships between variables through moderation and mediation analyses) (2024)
Book Chapter
Menezes, I., de Andrade, J., Barbosa, F., & Borges-Andrade, J. (2024). Estudo das relações entre variáveis segundo análises de moderação e mediação (Examining relationships between variables through moderation and mediation analyses). In A. B. Soares, M. C. Monteiro, M. E. de Melo Jardim, R. Ribeiro, & C. A. Cobellas de Medeiros (Eds.), Metodologia Quantitativa:Técnicas e Exemplos de Pesquisa (63-85). Appris Editora

Empirical evidence-based practice has increasingly become a requirement in professional settings. Within this context, psychological research plays a pivotal role in society, providing insights that guide psychologists across various domains. These f... Read More about Estudo das relações entre variáveis segundo análises de moderação e mediação (Examining relationships between variables through moderation and mediation analyses).

Exploring the Impact of Conceptual Bottlenecks on Adversarial Robustness of Deep Neural Networks (2024)
Journal Article
Rasheed, B., Abdelhamid, M., Khan, A., Menezes, I., & Masood Khatak, A. (2024). Exploring the Impact of Conceptual Bottlenecks on Adversarial Robustness of Deep Neural Networks. IEEE Access, 12, 131323-131335. https://doi.org/10.1109/ACCESS.2024.3457784

Deep neural networks (DNNs), while powerful, often suffer from a lack of interpretability and vulnerability to adversarial attacks. Concept bottleneck models (CBMs), which incorporate intermediate high-level concepts into the model architecture, prom... Read More about Exploring the Impact of Conceptual Bottlenecks on Adversarial Robustness of Deep Neural Networks.