Latent Space Transformers for Generalizing Deep Networks. - Hamed Farkhari; Joseanne Viana; Nidhi 001; Luís Miguel Campos; Pedro Sebastião; Albena Mihovska; Purnima Lala Mehta; Luís Bernardo (CSCN, 2021)

PCA-based Category Encoder for Categorical to Numerical Variable Conversion. - Hamed Farkhari; Joseanne Viana; Luís Miguel Campos; Pedro Sebastião; Rodolfo Oliveira; Luís Bernardo (CoRR, 2021)

New PCA-based Category Encoder for Efficient Data Processing in IoT Devices. - Hamed Farkhari; Joseanne Viana; Luís Miguel Campos; Pedro Sebastião; Luís Bernardo (GLOBECOM (Workshops), 2022)

Two methods for Jamming Identification in UAV Networks using New Synthetic Dataset. - Joseanne Viana; Hamed Farkhari; Luís Miguel Campos; Pedro Sebastião; Francisco Cercas 001; Luís Bernardo; Rui Dinis 001 (VTC Spring, 2022)

A Convolutional Attention Based Deep Learning Solution for 5G UAV Network Attack Recognition over Fading Channels and Interference. - Joseanne Viana; Hamed Farkhari; Luís Miguel Campos; Pedro Sebastião; Katerina Koutlia; Sandra Lagén; Luís Bernardo; Rui Dinis 001 (VTC Fall, 2022)

Two methods for Jamming Identification in UAVs Networks using New Synthetic Dataset. - Joseanne Viana; Hamed Farkhari; Luís Miguel Campos; Pedro Sebastião; Francisco Cercas 001; Luís Bernardo; Rui Dinis 001 (CoRR, 2022)

A Convolutional Attention Based Deep Network Solution for UAV Network Attack Recognition over Fading Channels and Interference. - Joseanne Viana; Hamed Farkhari; Luís Miguel Campos; Pedro Sebastião; Katerina Koutlia; Sandra Lagén; Luís Bernardo; Rui Dinis 001 (CoRR, 2022)

Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty. - Hamed Farkhari; Joseanne Viana; Pedro Sebastião; Luís Miguel Campos; Luís Bernardo; Rui Dinis 001; Sarang Kahvazadeh (CoRR, 2022)

A Synthetic Dataset for 5G UAV Attacks Based on Observable Network Parameters. - Joseanne Viana; Hamed Farkhari; Pedro Sebastião; Sandra Lagén; Katerina Koutlia; Biljana Bojovic; Rui Dinis 001 (CoRR, 2022)

Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty. - Hamed Farkhari; Joseanne Viana; Pedro Sebastião; Luís Bernardo; Sarang Kahvazadeh; Rui Dinis 001 (RCIS (Research Projects), 2023)

A Hybrid Approach to Reliable Jamming Identification in UAV Communications Using Combined DNNs and ML Algorithms. - Hamed Farkhari; Joseanne Viana; Sarang Kahvazadeh; Pedro Sebastião; Víctor P. Gil Jiménez; Rui Dinis 001 (IEEE Access, 2024)

PCA-Featured Transformer for Jamming Detection in 5G UAV Networks. - Joseanne Viana; Hamed Farkhari; Pedro Sebastião; Víctor P. Gil Jiménez; Lester T. W. Ho (CoRR, 2024)

Deep Attention Recognition for Attack Identification in 5G UAV Scenarios: Novel Architecture and End-to-End Evaluation. - Joseanne Viana; Hamed Farkhari; Pedro Sebastião; Luís Miguel Campos; Katerina Koutlia; Biljana Bojovic; Sandra Lagén; Rui Dinis 001 (IEEE Trans. Veh. Technol., 2024)