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"Quantifying Changes in Student Behaviors During COVID-19 with Non-negative Matrix Factorization". Nicolò A. Girardini presenting our work at IC2S2

The work we presented in IC2S2 and NetSci 2023 is finally out! Check it out ;)

I could not be in Madrid @NetMob23 , but what a great result! 🤟

🤔Remember when we investigated students' routines during COVID? 📃The paper is now out on #EPJDataScience! epjdatascience.springeropen.com/articles/10.11… Big thanks to all for this work! Simone Centellegher andrea passerini Ivano Fausto Giunchiglia Bruno Lepri Fondazione Bruno Kessler - FBK UniTrento_DISI

A network that shaped our present: ~400,000 km of roads connecting thousands of cities & villages. An emblematic physical manifestation of complex adaptive systems, allowing for goods, people and cultures to flow through continents and flourish along millennia.

🚨Delighted to share my latest work, just out in Criminology. The title - unfortunately - says it all: when a Black victim is murdered in the US, the likelihood of clearance is 3.4-4.8% lower compared to cases w/non-Black victims. Read more at: onlinelibrary.wiley.com/doi/epdf/10.11… Amer Soc of Crim

New paper out! With Jules Morand, Potestio Lab, Sho, Gianluca Lattanzi, Yannis Velegrakis. We report on two clustering methods for the identification of human communities based on mobility data: greedy modularity and critical variable selection. rdcu.be/dzD13 (1/n)

📢 New preprint 📢 "The long-term and disparate impact of job loss on individual mobility behaviour". 🧵👇 arxiv.org/pdf/2403.10276…

Check out the new pre-print “Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility” 🔥 👉 arxiv.org/abs/2404.02740 A thread:

📣Excited to kick off #UNDER_NET my project on underground fungal networks!🍄 Mycorrhizal fungi link plants via roots, playing a vital role in our ecosystems' resilience🌱 Grateful for the F.R.S.-FNRS fellowship and hosts timoteo carletti (UNamur) & S. Declerck (UCLouvain) Stay tuned!

🚨Today we present Sebastiano Bontorin! Sebastiano Bontorin 👀Sebastiano is a PhD student working on complex systems modeling applied to urban systems and human mobility, with an interest in network geometry. He is also motivated by the study of sustainable transportation in cities.

🚨 Realistic network topologies can emerge from flow-weighted optimization of network efficiency! 👀 Thrilled that Sebastiano Bontorin led our latest work w/ @_giuliacencetti Riccardo Gallotti Bruno Lepri Manlio De Domenico just appeared on Physical Review X Congrats Sebi! journals.aps.org/prx/abstract/1…

A simple model based on network theory can reproduce the complex structures seen in urban transportation networks. Read go.aps.org/3XA4Fgp Physics Magazine Synopsis go.aps.org/45yRUow #PRXjustpublished #openaccess #PRXcomplex #PRXnetworks

La fisica statistica delle reti complesse per comprendere e ridisegnare città più robuste e sostenibili? Sebastiano Bontorin @_giuliacencetti Riccardo Gallotti Bruno Lepri Manlio De Domenico CoMuNe Lab MobS Group @ FBK Dipartimento di Fisica e Astronomia DFA - UNIPD Università di Trento Fondazione Bruno Kessler - FBK #FIS #ADAPTSYS lescienze.it/news/2024/07/1…

🚨🚨New wp alert! We use machine learning to predict mafia infiltration in local governments in 🇮🇹 + we study the impact of EU funds on infiltration risk. Great econ-crim collab with Gianmarco Daniele and Marco Le Moglie 🔥/// Check thread below for an excellent overview ⬇️⬇️⬇️

🎉 Our work "SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks" has been accepted by AAAI 2025! #AAAI2025 paper: arxiv.org/abs/2412.13053 with Laura Ferrarotti, Bruno Lepri, Giovanni Iacca 🧵1/6

📣 New preprint out 🚨 "Predicting human cooperation: sensitizing drift-diffusion model to interaction and external stimuli" 👥 Co-authored with Laura Ferrarotti and in collab with Bruno Lepri and Riccardo Gallotti Check it out on arXiv : arxiv.org/abs/2412.16121

New in PNAS! 📢 lnkd.in/d7z2VEjh 👉 Combining individual & collective behavior boosts out-of-routine mobility prediction 👉 Collective behavior strongly impacts individual mobility in dense urban areas. 👉 The model is robust to severe behavioral changes

Check the latest in PNASNews from our lab at Fondazione Bruno Kessler - FBK. Congrats Massimiliano Luca Simone Centellegher Sebastiano Bontorin Bruno Lepri!

Prevedere i movimenti umani è cruciale ma l’IA fatica quando usciamo dalla routine Una ricerca Fondazione Bruno Kessler - FBK - CNR Consiglio Nazionale delle Ricerche su PNASNews propone algoritmo che unisce intelligenza individuale e collettiva per anticipare anche gli spostamenti “imprevedibili” magazine.fbk.eu/it/news/intell…