Publications

2026

A Study on Multimodal Foundation Models for Affective Video Prediction LNCS · Book Chapter

Francesco Agnelli, Mirko Ditroia, Giorgio Blandano, Alessandro D’Amelio, Omar Ghezzi, Marco De Paoli, Raffaella Lanzarotti · Lecture Notes in Computer Science

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EEG-Based Mental Stress Detection: A Comparative and Explainable Study Across Tasks and Subjects LNCS · Book Chapter

Francesco Agnelli, Giorgio Blandano, Jacopo Burger, Alessandro D’Amelio, Giuseppe Facchi, Omar Ghezzi, Raffaella Lanzarotti, Lia Schmid · Lecture Notes in Computer Science

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Marfan Syndrome Prediction Via Graph Neural Networks on 3D Facial Cues JBHI · Journal

Giuseppe M. Facchi, Jacopo Taurino, Annalisa Cappella, Francesco Agnelli, Jacopo Burger, Riccardo Solazzo, Alessandro D'Amelio, Nathasha Udugampolage, Raffaella Lanzarotti, Chiarella Sforza, Gianluca Tartaglia, Giuliano Grossi · IEEE Journal of Biomedical and Health Informatics

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Remote physiological measurement: Novel algorithms and application areas BSPC · Journal

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D’Amelio, Nicolai Spicher, Jinseok Lee · Biomedical Signal Processing and Control

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Unravelling Neurodivergent Gaze Behaviour Through Visual Attention Causal Graphs LNCS · Book Chapter

Giuseppe Cartella, Vittorio Cuculo, Alessandro D’Amelio, Rita Cucchiara, Giuseppe Boccignone · Lecture Notes in Computer Science

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2025

ECoGNet: an EEG-based Effective Connectivity Graph Neural Network for Brain Disorder Detection IJCNN · Conference

Jacopo Burger, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti · 2025 International Joint Conference on Neural Networks (IJCNN) · 3 cites

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Enhancing rPPG pulse-signal recovery by facial sampling and PSD Clustering BSPC · Journal

Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti · Biomedical Signal Processing and Control · 13 cites

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From stethoscope to ultrasound: an Italian survey of nephrology ultrasound practice J Nephrol · Journal

Paolo Lentini, Michele Antonio Prencipe, Maurizio Garozzo, Fulvio Fiorini, Alessandro D’Amelio, Mauro Forcella, Alessio Montanaro, Federica Baciga, Antonio Granata, Giovanni Santarsia, Yuri Battaglia, · Journal of Nephrology · 1 cites

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Graph Neural Networks for 3D facial morphology: Assessing the effectiveness of anthropometric and automated landmark detection PRL · Journal

Giuseppe Maurizio Facchi, Giuliano Grossi, Alessandro D’Amelio, Francesco Agnelli, Chiarella Sforza, Gianluca Martino Tartaglia, Raffaella Lanzarotti · Pattern Recognition Letters · 7 cites

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Modeling Human Gaze Behavior with Diffusion Models for Unified Scanpath Prediction arXiv · Preprint

Cartella, Giuseppe, Cuculo, Vittorio, D'Amelio, Alessandro, Cornia, Marcella, Boccignone, Giuseppe, Cucchiara, Rita · Arxiv

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On Using AI for EEG-Based BCI Applications: Problems, Current Challenges and Future Trends IJHCI · Journal

Thomas Barbera, Jacopo Burger, Alessandro D’Amelio, Simone Zini, Simone Bianco, Raffaella Lanzarotti, Paolo Napoletano, Giuseppe Boccignone, Jose Luis Contreras-Vidal · International Journal of Human–Computer Interaction · 9 cites

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On using AI for EEG-based BCI applications: problems, current challenges and future trends arXiv · Preprint

Barbera, Thomas, Burger, Jacopo, D'Amelio, Alessandro, Zini, Simone, Bianco, Simone, Lanzarotti, Raffaella, Napoletano, Paolo, Boccignone, Giuseppe, Contreras-Vidal, Jose Luis · Arxiv

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Remote Respiration Measurement with RGB Cameras: A Review and Benchmark ACM CSUR · Journal

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D'amelio, Giuliano Grossi, Raffaella Lanzarotti, Sabrina Patania · ACM Computing Surveys · 4 cites

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ScanDDM: Generalised Zero-Shot Neuro-Dynamical Modelling of Goal-Directed Attention LNCS · Book Chapter

Alessandro D’Amelio, Manuele Lucchi, Giuseppe Boccignone · Lecture Notes in Computer Science · 1 cites

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TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes WACV · Conference

Alessandro D’Amelio, Giuseppe Cartella, Vittorio Cuculo, Manuele Lucchi, Marcella Cornia, Rita Cucchiara, Giuseppe Boccignone · 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 5 cites

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VATE: A Large Scale Multimodal Spontaneous Dataset for Affective Evaluation LNCS · Book Chapter

Francesco Agnelli, Giuliano Grossi, Alessandro D’Amelio, Marco De Paoli, Raffaella Lanzarotti · Lecture Notes in Computer Science · 1 cites

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2024

CliffPhys: Camera-Based Respiratory Measurement Using Clifford Neural Networks LNCS · Book Chapter

Omar Ghezzi, Giuseppe Boccignone, Giuliano Grossi, Raffaella Lanzarotti, Alessandro D’Amelio · Lecture Notes in Computer Science · 7 cites

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Guest Editorial Emerging Trends and Advances in Graph-Based Methods and Applications IEEE TETC · Journal

Alessandro D'Amelio, Jianyi Lin, Jean-Yves Ramel, Raffaella Lanzarotti · IEEE Transactions on Emerging Topics in Computing

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Pain and Fear in the Eyes: Gaze Dynamics Predicts Social Anxiety from Fear Generalisation LNCS · Book Chapter

Sabrina Patania, Alessandro D’Amelio, Vittorio Cuculo, Matteo Limoncini, Marco Ghezzi, Vincenzo Conversano, Giuseppe Boccignone · Lecture Notes in Computer Science · 1 cites

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Special Track on Graph Models for Learning and Recognition SAC · Conference

TBD · Proceedings of the ACM Symposium on Applied Computing

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TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes arXiv · Preprint

Alessandro D’Amelio, Giuseppe Cartella, Vittorio Cuculo, Lucchi, Manuele, Marcella Cornia, Rita Cucchiara, Giuseppe Boccignone · Arxiv · 1 cites

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Trends, Applications, and Challenges in Human Attention Modelling IJCAI · Conference

TBD · Ijcai International Joint Conference on Artificial Intelligence

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Trends, Applications, and Challenges in Human Attention Modelling arXiv · Preprint

Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D’Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara · Arxiv · 1 cites

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2023

An Evaluation of Non-Contact Photoplethysmography-Based Methods for Remote Respiratory Rate Estimation Sensors · Journal

Giuseppe Boccignone, Alessandro D’Amelio, Omar Ghezzi, Giuliano Grossi, Raffaella Lanzarotti · Sensors · 24 cites

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Inferring Causal Factors of Core Affect Dynamics on Social Participation through the Lens of the Observer Sensors · Journal

Alessandro D’Amelio, Sabrina Patania, Sathya Buršić, Vittorio Cuculo, Giuseppe Boccignone · Sensors · 2 cites

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On Using rPPG Signals for DeepFake Detection: A Cautionary Note LNCS · Book Chapter

Alessandro D’Amelio, Raffaella Lanzarotti, Sabrina Patania, Giuliano Grossi, Vittorio Cuculo, Andrea Valota, Giuseppe Boccignone · Lecture Notes in Computer Science · 5 cites

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Using Gaze for Behavioural Biometrics Sensors · Journal

Alessandro D’Amelio, Sabrina Patania, Sathya Bursic, Vittorio Cuculo, Giuseppe Boccignone · Sensors · 10 cites

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2022

Deep graph neural network for video-based facial pain expression assessment SAC · Conference

Sabrina Patania, Giuseppe Boccignone, Sathya Buršić, Alessandro D'Amelio, Raffaella Lanzarotti · Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing · 20 cites

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DeepFakes Have No Heart: A Simple rPPG-Based Method to Reveal Fake Videos LNCS · Book Chapter

Giuseppe Boccignone, Sathya Bursic, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti, Sabrina Patania · Lecture Notes in Computer Science · 15 cites

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Exploring Fusion Strategies in Deep Multimodal Affect Prediction LNCS · Book Chapter

Sabrina Patania, Alessandro D’Amelio, Raffaella Lanzarotti · Lecture Notes in Computer Science

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pyVHR: a Python framework for remote photoplethysmography PeerJ CS · Journal

Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti, Edoardo Mortara · PeerJ Computer Science · 77 cites

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2021

A Quantitative Evaluation Framework of Video De-Identification Methods ICPR · Conference

Sathya Bursic, Alessandro D'Amelio, Marco Granato, Giuliano Grossi, Raffaella Lanzarotti · 2020 25th International Conference on Pattern Recognition (ICPR) · 11 cites

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Gazing at Social Interactions Between Foraging and Decision Theory Front. NeuroRobotics · Journal

Alessandro D'Amelio, Giuseppe Boccignone · Frontiers in Neurorobotics · 7 cites

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2020

An Open Framework for Remote-PPG Methods and Their Assessment IEEE Access · Journal

Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti · IEEE Access · 111 cites

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Anomaly Detection from Log Files Using Unsupervised Deep Learning LNCS · Book Chapter

Sathya Bursic, Vittorio Cuculo, Alessandro D’Amelio · Lecture Notes in Computer Science · 28 cites

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Gender Recognition in the Wild with Small Sample Size - A Dictionary Learning Approach LNCS · Book Chapter

Alessandro D’Amelio, Vittorio Cuculo, Sathya Bursic · Lecture Notes in Computer Science · 4 cites

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How to Look Next? A Data-Driven Approach for Scanpath Prediction LNCS · Book Chapter

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D’Amelio · Lecture Notes in Computer Science · 13 cites

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Improving the Accuracy of Automatic Facial Expression Recognition in Speaking Subjects with Deep Learning Applied Sciences · Journal

Sathya Bursic, Giuseppe Boccignone, Alfio Ferrara, Alessandro D’Amelio, Raffaella Lanzarotti · Applied Sciences · 27 cites

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On Gaze Deployment to Audio-Visual Cues of Social Interactions IEEE Access · Journal

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti · IEEE Access · 17 cites

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2019

Give Ear to My Face: Modelling Multimodal Attention to Social Interactions LNCS · Book Chapter

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti · Lecture Notes in Computer Science · 12 cites

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OpenFACS: An Open Source FACS-Based 3D Face Animation System LNCS · Book Chapter

Vittorio Cuculo, Alessandro D’Amelio · Lecture Notes in Computer Science · 17 cites

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Problems with Saliency Maps LNCS · Book Chapter

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D’Amelio · Lecture Notes in Computer Science · 11 cites

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Robust Single-Sample Face Recognition by Sparsity-Driven Sub-Dictionary Learning Using Deep Features Sensors · Journal

Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin · Sensors · 30 cites

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Social traits from stochastic paths in the core affect space PervasiveHealth · Conference

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D'Amelio, Raffaella Lanzarotti · Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare · 1 cites

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Worldly Eyes on Video: Learnt vs. Reactive Deployment of Attention to Dynamic Stimuli LNCS · Book Chapter

Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti · Lecture Notes in Computer Science · 1 cites

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2018

Deep Construction of an Affective Latent Space via Multimodal Enactment IEEE TCDS · Journal

Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti · IEEE Transactions on Cognitive and Developmental Systems · 17 cites

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Personality Gaze Patterns Unveiled via Automatic Relevance Determination LNCS · Book Chapter

Vittorio Cuculo, Alessandro D’Amelio, Raffaella Lanzarotti, Giuseppe Boccignone · Lecture Notes in Computer Science · 10 cites

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Single Sample Face Recognition by Sparse Recovery of Deep-Learned LDA Features LNCS · Book Chapter

Matteo Bodini, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin · Lecture Notes in Computer Science · 16 cites

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2017

A Note on Modelling a Somatic Motor Space for Affective Facial Expressions LNCS · Book Chapter

Alessandro D’Amelio, Vittorio Cuculo, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin · Lecture Notes in Computer Science · 3 cites

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Taking the Hidden Route: Deep Mapping of Affect via 3D Neural Networks LNCS · Book Chapter

Claudio Ceruti, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti · Lecture Notes in Computer Science · 4 cites

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