Rafael Teixeira

25 papers B 5Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Review of the Current Usage of AI/ML for Radio Access Network (RAN).
IEEE Access
Alaa AlZailaa, Julio Corona, Rafael Teixeira, Hao Ran Chi, Mário Antunes, Ayman Radwan, Rui L. Aguiar
2025 J jnl
Beyond performance comparing the costs of applying Deep and Shallow Learning.
Comput. Commun.
Rafael Teixeira, Leonardo Almeida, Pedro Rodrigues, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2025 J jnl
Efficient training: Federated learning cost analysis.
Big Data Res.
Rafael Teixeira, Leonardo Almeida, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2025 B conf
Exploring Recommendations Attacks Through Blind Optimization.
DS
Julio Corona, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2025 J jnl
Extending LoRaWAN: Mesh Architecture and Performance Analysis for Long-Range IoT Connectivity in Maritime Environments.
Syst.
Nuno Cruz, Carlos Mendes, Nuno Cota, Gonçalo Esteves, João Pinelo, João Casaleiro, Rafael Teixeira, Leonor Lobo
2025 — conf
Intelligent Task Placement: Assessing the Cost of Deep Reinforcement Learning.
FiCloud
Julio Corona, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2025 — conf
Learning How Federated Learning Learns: A Predictive Modeling Approach.
FiCloud
Rafael Teixeira, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2025 J jnl
Leveraging decentralized communication for privacy-preserving federated learning in 6G Networks.
Comput. Commun.
Rafael Teixeira, Gabriele Baldoni, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2025 B conf
Modeling and Predicting Machine Learning Performance.
ICTAI
Julio Corona, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2025 J jnl
Rethinking security: the resilience of shallow ML models.
Int. J. Data Sci. Anal.
Rafael Teixeira, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
2025 — conf
Towards Cost Estimation of DRL for Task Scheduling and Placement.
EUROCON
Julio Corona, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2025 — conf
Understanding the Influence of Data Characteristics on Explainable AI.
EuCNC/6G Summit
Julio Corona, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2025 B conf
Understanding what Federated Learning Models Learn: a Comparative Study with Traditional Models.
WiMob
Rafael Teixeira, Leonardo Almeida, Pedro Rodrigues, Julio Corona, Mário Antunes, Rui L. Aguiar
2024 J jnl
Comparison of Semantic Similarity Models on Constrained Scenarios.
Inf. Syst. Frontiers
Rafael Teixeira, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2024 — conf
From Black Box to Transparency: Consistency and Cost within XAI.
GLOBECOM (Workshops)
Julio Corona, Pedro Rodrigues, Leonardo Almeida, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2024 — conf
Improving Automotive Aftermarket Forecasting with MLOps.
FiCloud
Pedro Sobral, Rafael Teixeira, Ricardo Marques, Nuno Figueiredo, Mário Antunes, Diogo Gomes
2024 B conf
Rethinking Security: The Resilience of Shallow ML Models (Extended Abstract).
DSAA
Rafael Teixeira, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
2024 — conf
Shallow vs. Deep Learning: Prioritizing Efficiency in Next Generation Networks.
FiCloud
Rafael Teixeira, Leonardo Almeida, Pedro Rodrigues, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2023 B conf
Exploring the Intricacies of Neural Network Optimization.
DS
Rafael Teixeira, Mário Antunes, Rúben Sobral, João Martins, Diogo Gomes, Rui L. Aguiar
2023 — conf
On the Impact of Synchronous Electrocardiogram Signals for Heart Sounds Segmentation.
EMBC
Aníbal Silva, Rafael Teixeira, Ricardo Fontes-Carvalho, Miguel T. Coimbra, Francesco Renna
2023 — conf
The learning costs of Federated Learning in constrained scenarios.
FiCloud
Rafael Teixeira, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2020 J jnl
The joint effect of buyer-supplier interaction and service complexity on B2B buyer satisfaction.
Int. J. Serv. Technol. Manag.
Rafael Teixeira, Ely Laureano Paiva, Celso Augusto De Matos, Patrick Vesel
2014 J jnl
Supply chain planning and trust: two sides of the same coin.
Ind. Manag. Data Syst.
Ely Laureano Paiva, Rafael Teixeira, Luciana Marques Vieira, Andrew Beheregaray Finger
2014 J jnl
The Use of Mobile Technology in Management and Risk Control in the Supply Chain: The Case of a Brazilian Beef Chain.
J. Glob. Inf. Manag.
Amarolinda Zanela Klein, Eliane Gomes da Costa, Luciana Marques Vieira, Rafael Teixeira
2013 — conf
Mobile Technology for Supply Chain Management: The Case of a Brazilian Beef Chain.
ICMB
Amarolinda Klein, Eliane Gomes da Costa, Luciana Marques Vieira, Rafael Teixeira