Search Results for author: Ciro Cattuto

Found 5 papers, 3 papers with code

An embedding-based distance for temporal graphs

1 code implementation23 Jan 2024 Lorenzo Dall'Amico, Alain Barrat, Ciro Cattuto

We define a distance between temporal graphs based on graph embeddings built using time-respecting random walks.

Relation

An individual-level ground truth dataset for home location detection

1 code implementation17 Oct 2020 Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo

Home detection, assigning a phone device to its home antenna, is a ubiquitous part of most studies in the literature on mobile phone data.

Computers and Society Physics and Society

DyANE: Dynamics-aware node embedding for temporal networks

no code implementations12 Sep 2019 Koya Sato, Mizuki Oka, Alain Barrat, Ciro Cattuto

We show that the resulting embedding vectors are useful for prediction tasks related to paradigmatic dynamical processes, namely epidemic spreading over empirical temporal networks.

Multi-Label Classification

Predicting Demographics, Moral Foundations, and Human Values from Digital Behaviors

no code implementations5 Dec 2017 Kyriaki Kalimeri, Mariano G. Beiro, Matteo Delfino, Robert Raleigh, Ciro Cattuto

Personal electronic devices including smartphones give access to behavioural signals that can be used to learn about the characteristics and preferences of individuals.

Attribute

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