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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
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