Andrea Cavallo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 14

Top Topics

Multiple Instance

Physiological Signals

Top Venues

Artif. Intell. Medicine

Publications

Karim Kassem, Michela Sperti, Andrea Cavallo, Andrea Mario Vergani, Davide Fassino, Monica Moz, Alessandro Liscio, Riccardo Banali, Michael Dahlweid, Luciano Benetti, Francesco Bruno, Guglielmo Gallone, Ovidio De Filippo, Mario Iannaccone, Fabrizio D'Ascenzo, Gaetano Maria de Ferrari, Umberto Morbiducci, Emanuele Della Valle, Marco Agostino Deriu
An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR). Artif. Intell. Medicine 151 (2024)
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs. IJCNN (2023)
Luca Gioacchini, Andrea Cavallo, Marco Mellia, Luca Vassio
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis. GNNet@CoNEXT (2023)
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs. CoRR (2023)
Luca Romeo, Andrea Cavallo, Lucia Pepa, Nadia Bianchi-Berthouze, Massimiliano Pontil
Multiple Instance Learning for Emotion Recognition Using Physiological Signals. IEEE Trans. Affect. Comput. 13 (1) (2022)
Karthikeyan Kalyanasundaram Balasubramanian, Francesco Diotalevi, Claudio Lorini, Andrea Cavallo, Novella Pretti, Dario Paladini, Diego Torazza, Cristina Becchio, Marco Crepaldi
A Transcutaneous Fetal Visual Stimulator. IEEE Access 10 (2022)
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance. CoRR (2022)
Andrea Zunino, Jacopo Cavazza, Riccardo Volpi, Pietro Morerio, Andrea Cavallo, Cristina Becchio, Vittorio Murino
Predicting Intentions from Motion: The Subject-Adversarial Adaptation Approach. Int. J. Comput. Vis. 128 (1) (2020)
Andrea Zunino, Pietro Morerio, Andrea Cavallo, Caterina Ansuini, Jessica Podda, Francesca Battaglia, Edvige Veneselli, Cristina Becchio, Vittorio Murino
Video Gesture Analysis for Autism Spectrum Disorder Detection. ICPR (2018)
Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino
What Will I Do Next? The Intention from Motion Experiment. CoRR (2017)
Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino
What Will I Do Next? The Intention from Motion Experiment. CVPR Workshops (2017)
Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino
Predicting Human Intentions from Motion Cues Only: A 2D+3D Fusion Approach. ACM Multimedia (2017)
Giulia Bucchioni, Carlotta Fossataro, Andrea Cavallo, Harold Mouras, Marco Neppi-Modona, Francesca Garbarini
Empathy or Ownership? Evidence from Corticospinal Excitability during Pain Observation. J. Cogn. Neurosci. 28 (11) (2016)
Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino
Intention from Motion. CoRR (2016)
Andrea Cavallo, Ovidiu V. Lungu, Cristina Becchio, Caterina Ansuini, Aldo Rustichini, Luciano Fadiga
When gaze opens the channel for communication: Integrative role of IFG and MPFC. NeuroImage 119 (2015)
Cristina Becchio, Andrea Cavallo, Chiara Begliomini, Luisa Sartori, Giampietro Feltrin, Umberto Castiello
Social grasping: From mirroring to mentalizing. NeuroImage 61 (1) (2012)