How to increase and balance current DBT datasets via an Evolutionary GAN: preliminary results. - Mariacarla Staffa; Lorenzo D'Errico; Roberta Ricciardi; Paola Barra; Elena Antignani; Salvatore Minelli; Giovanni Mettivier (CCGRID, 2022)

Supporting Schizophrenia PatiEnts' Care wiTh Robotics and Artificial Intelligence. - Ilaria Amaro; Rita Francese; Genoveffa Tortora; Cesare Tucci; Lorenzo D'Errico; Mariacarla Staffa (HCI (49), 2023)

EEG-Based Machine Learning Models for Emotion Recognition in HRI. - Mariacarla Staffa; Lorenzo D'Errico (HCI (41), 2023)

AI-based solutions for the analysis of biomedical images and signals. - Fabiola De Marco; Alessia Auriemma Citarella; Luigi Di Biasi; Lorenzo D'Errico; Rita Francese; Giovanni Mettivier; Mariacarla Staffa; Genoveffa Tortora (Ital-IA, 2023)

AI for Emotional Human-Robot Interaction in Assistive Scenarios. - Mariacarla Staffa; Lorenzo D'Errico; Ilaria Amaro; Attilio Della Greca; Rita Francese; Genoveffa Tortora; Cesare Tucci; Giuliana Vitiello (Ital-IA, 2023)

Can a robot elicit emotions? A Global Optimization Model to attribute mental states to human users in HRI*. - Mariacarla Staffa; Lorenzo D'Errico (RO-MAN, 2023)

Classifying human emotions in HRI: applying global optimization model to EEG brain signals. - Mariacarla Staffa; Lorenzo D'Errico; Simone Sansalone; Maryam Alimardani (Frontiers Neurorobotics, 2023)

Multimodal Interfaces for Emotion Recognition: Models, Challenges and Opportunities. - Danilo Greco; Paola Barra; Lorenzo D'Errico; Mariacarla Staffa (HCI (52), 2024)

Emphasizing with a Robot with a Personality. - Mariacarla Staffa; Lorenzo D'Errico; Rita Francese (HCI (53), 2024)

A 3D-CNNs Approach to Classify Users' Emotion through EEG-based Topographical Maps in HRI. - Lorenzo D'Errico; Emanuel Di Nardo; Angelo Ciaramella; Mariacarla Staffa (HRI (Companion), 2024)

Advancing EEG-Based Emotion Recognition: Unleashing the Power of Graph Neural Networks for Dynamic and Topology-Aware Models. - Luigi Galluccio; Lorenzo D'Errico; Maurizio Giordano; Mariacarla Staffa (IJCNN, 2024)

Denoising Diffusion Probabilistic Models for DBT data augmentation: preliminary results. - Lorenzo D'Errico; Lorenzo Pergamo; Daniel Riccio; Mariacarla Staffa (Ital-IA, 2024)

Theory of Mind Assessment in Human-Robot Interaction. - Luigi Marino; Lorenzo D'Errico; Marco Matarese; Angelo Cangelosi; Mariacarla Staffa (ICSR + AI (2), 2024)

Influence of Social Identity and Personality Traits in Human-Robot Interactions. - Mariacarla Staffa; Lorenzo D'Errico; Antonio Maratea (Robotics, 2024)