Parallel Sessions 5

5A: Machine Learning and Networks

Aula 2A

Chair: Paolo Barucca

• 16.00 - 16:15 Andrea Zaccaria

Sapling similarity: A bridge between machine learning and economic complexity

• 16.15 - 16:30 Giulio Iannelli

Effect of spatial correlations on hopfield neural network and dense associative memories

• 16.30 - 16:45 Lorenzo Dall'Amico

G-DynaDist: a distance for dynamic graphs

• 16.45 - 17:00 Vaiva Vasiliauskaite

How accurate are neural approximations of complex network dynamics?

• 17.00 - 17:15 Christopher Blöcker

Mapping flows on complex networks with graph neural networks

• 17.15 - 17:30 Carlo Vittorio Cannistraci

‘Stealing fire or stacking knowledge’ by machine intelligence to model link prediction in complex networks

5B: Dynamics on and of Networks II

Aula 2B

Chair: Dario Mazzilli

• 16.00 - 16:15 Manlio De Domenico

Diversity of information pathways drives sparsity in real-world networks

• 16.15 - 16:30 Francesca Santucci

Laplacian eigenmodes allow the categorization of edges in complex networks

• 16.30 - 16:45 Maxine M McCarthy

A physically motivated topological classification of weighted bipartite graphs

• 16.45 - 17:00 Gianmarco Zanardi

Meta-reinforcement adds a second memory level to random walk dynamics

• 17.00 - 17:15 Arkadiusz Jędrzejewski

Network structure unveils factors impacting collective decision-making process that are irrelevant in well-mixed populations

• 17.15 - 17:30 Alina Dubovskaya

A mathematically tractable model for information diffusion between communities

5C: Computational Social Sciences III

Aula 7B

Chair: Massimo Stella

• 16.00 - 16:15 Fabio Saracco

Entropy-based detection of Twitter echo chambers

• 16.15 - 16:30 Anna Mancini

Recurring patterns in online social media interactions during highly engaging events

• 16.30 - 16:45 Gabriela Juncosa

Toxicity in online political deliberation: YouTube during the 2020 US presidential elections

• 16.45 - 17:00 Luigi Arminio

The evolution of the Italian infodemics on Twitter in the first three phases of pandemic management - a longitudinal multipartite network analysis

• 17.00 - 17:15 Donald Ruggiero Lo Sardo

In news we trust? Assessing the relation between polarisation and disinformation

• 17.15 - 17:30 Giordano Paoletti

Political issue or public health: The vaccination debate on Twitter in Europe

5D: Earth Science and Climate Networks

Aula 8B

Chair: Gian Marco Palamara

• 16.00 - 16:15 Emile Emery

Power grid structure in energy transition

• 16.15 - 16:30 Nandini Iyer

Transport Inequality in the Built Environment

• 16.30 - 16:45 Guillaume Falmagne

Cascading transitions and amplification of perturbations due to moisture recycling networks of rainforest

• 16.45 - 17:00 Domenico Giaquinto

An evolving network approach to assess compounding heat and dry extremes in Europe

• 17.00 - 17:15 Mengning Wang

Inferring carbon emissions from human mobility data

• 17.15 - 17:30 Francesco Marzolla

The impact of urbanization on CO2 emissions: Exploring pedestrian accessibility and city surface area