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Andrea Cavallo
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2020 – today
- 2024
- [j7]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
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: 102841 (2024) - [c7]Andrea Cavallo, Luca Gioacchini, Luca Vassio, Marco Mellia:
Detecting Edge and Node Anomalies with Temporal GNNs. GNNet@CoNEXT 2024: 7-13 - [c6]Andrea Cavallo, Mohammad Sabbaqi, Elvin Isufi:
Spatiotemporal Covariance Neural Networks. ECML/PKDD (2) 2024: 18-34 - [i9]Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, Federica Baccini, Mathilde Papillon, Miquel Ferriol Galmés, Mustafa Hajij, Theodore Papamarkou, Maria Sofia Bucarelli, Olga Zaghen, Johan Mathe, Audun Myers, Scott Mahan, Hansen Lillemark, Sharvaree P. Vadgama, Erik J. Bekkers, Tim Doster, Tegan Emerson, Henry Kvinge, Katrina Agate, Nesreen K. Ahmed, Pengfei Bai, Michael Banf, Claudio Battiloro, Maxim Beketov, Paul Bogdan, Martin Carrasco, Andrea Cavallo, Yun Young Choi, George Dasoulas, Matous Elphick, Giordan Escalona, Dominik Filipiak, Halley Fritze, Thomas Gebhart, Manel Gil-Sorribes, Salvish Goomanee, Victor Guallar, Liliya Imasheva, Andrei Irimia, Hongwei Jin, Graham Johnson
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain. CoRR abs/2409.05211 (2024) - [i8]Manuel Lecha, Andrea Cavallo, Francesca Dominici, Elvin Isufi, Claudio Battiloro:
Higher-Order Topological Directionality and Directed Simplicial Neural Networks. CoRR abs/2409.08389 (2024) - [i7]Andrea Cavallo, Madeline Navarro, Santiago Segarra, Elvin Isufi:
Fair CoVariance Neural Networks. CoRR abs/2409.08558 (2024) - [i6]Andrea Cavallo, Mohammad Sabbaqi, Elvin Isufi:
Spatiotemporal Covariance Neural Networks. CoRR abs/2409.10068 (2024) - [i5]Andrea Cavallo, Zhan Gao, Elvin Isufi:
Sparse Covariance Neural Networks. CoRR abs/2410.01669 (2024) - 2023
- [c5]Luca Gioacchini
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis. GNNet@CoNEXT 2023: 31-36 - [c4]Andrea Cavallo
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs. IJCNN 2023: 1-8 - [i4]Andrea Cavallo
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs. CoRR abs/2304.10896 (2023) - 2022
- [j6]Karthikeyan Kalyanasundaram Balasubramanian
A Transcutaneous Fetal Visual Stimulator. IEEE Access 10: 45979-45996 (2022) - [j5]Luca Romeo
Multiple Instance Learning for Emotion Recognition Using Physiological Signals. IEEE Trans. Affect. Comput. 13(1): 389-407 (2022) - [i3]Andrea Cavallo
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance. CoRR abs/2212.13202 (2022) - 2020
- [j4]Andrea Zunino
Predicting Intentions from Motion: The Subject-Adversarial Adaptation Approach. Int. J. Comput. Vis. 128(1): 220-239 (2020)
2010 – 2019
- 2018
- [c3]Andrea Zunino, Pietro Morerio, Andrea Cavallo
Video Gesture Analysis for Autism Spectrum Disorder Detection. ICPR 2018: 3421-3426 - 2017
- [c2]Andrea Zunino, Jacopo Cavazza, Atesh Koul
What Will I Do Next? The Intention from Motion Experiment. CVPR Workshops 2017: 1-8 - [c1]Andrea Zunino, Jacopo Cavazza, Atesh Koul
Predicting Human Intentions from Motion Cues Only: A 2D+3D Fusion Approach. ACM Multimedia 2017: 591-599 - [i2]Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino:
What Will I Do Next? The Intention from Motion Experiment. CoRR abs/1708.01034 (2017) - 2016
- [j3]Giulia Bucchioni, Carlotta Fossataro
Empathy or Ownership? Evidence from Corticospinal Excitability during Pain Observation. J. Cogn. Neurosci. 28(11): 1760-1771 (2016) - [i1]Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino:
Intention from Motion. CoRR abs/1605.09526 (2016) - 2015
- [j2]Andrea Cavallo
When gaze opens the channel for communication: Integrative role of IFG and MPFC. NeuroImage 119: 63-69 (2015) - 2012
- [j1]Cristina Becchio
Social grasping: From mirroring to mentalizing. NeuroImage 61(1): 240-248 (2012)
Coauthor Index
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