Andrea Cavallo

Orcid: 0009-0006-1226-3926

According to our database1, Andrea Cavallo authored at least 20 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2012
2014
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2020
2022
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Sparse Covariance Neural Networks.
CoRR, 2024

Fair CoVariance Neural Networks.
CoRR, 2024

Higher-Order Topological Directionality and Directed Simplicial Neural Networks.
CoRR, 2024

ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain.
CoRR, 2024

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, 2024

Spatiotemporal Covariance Neural Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Detecting Edge and Node Anomalies with Temporal GNNs.
Proceedings of the 3rd GNNet Workshop on Graph Neural Networking Workshop, 2024

2023
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs.
Proceedings of the International Joint Conference on Neural Networks, 2023

Exploring Temporal GNN Embeddings for Darknet Traffic Analysis.
Proceedings of the 2nd on Graph Neural Networking Workshop 2023, 2023

2022
Multiple Instance Learning for Emotion Recognition Using Physiological Signals.
IEEE Trans. Affect. Comput., 2022

2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance.
CoRR, 2022

A Transcutaneous Fetal Visual Stimulator.
IEEE Access, 2022

2020
Predicting Intentions from Motion: The Subject-Adversarial Adaptation Approach.
Int. J. Comput. Vis., 2020

2018
Video Gesture Analysis for Autism Spectrum Disorder Detection.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Predicting Human Intentions from Motion Cues Only: A 2D+3D Fusion Approach.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

What Will I Do Next? The Intention from Motion Experiment.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Empathy or Ownership? Evidence from Corticospinal Excitability during Pain Observation.
J. Cogn. Neurosci., 2016

Intention from Motion.
CoRR, 2016

2015
When gaze opens the channel for communication: Integrative role of IFG and MPFC.
NeuroImage, 2015

2012
Social grasping: From mirroring to mentalizing.
NeuroImage, 2012


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