Francisco Rodrigues
@FranciscoICMC
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Professor at @usponline. Complex networks, Complexity and Data Science (He/him) ๐ง๐ท๐ต๐น
Sรฃo Carlos, Brasil
Joined June 2010
Our new paper in the Proceedings of the Royal Society A has been published. We use machine learning techniques to predict dynamic variables in complex networks. With @cosnet_bifi, @thomas_peron, Colm Connaughton and, Jรผrgen Kurths. @RSocPublishing
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The ๐๐ ๐๐๐ก๐จ๐จ๐ฅ ๐จ๐ง ๐๐จ๐๐๐ฅ๐ข๐ง๐ ๐๐ง๐๐๐๐ญ๐ข๐จ๐ฎ๐ฌ ๐๐ข๐ฌ๐๐๐ฌ๐ ๐๐ฒ๐ง๐๐ฆ๐ข๐๐ฌ will take place from May 12-18, 2025, at IFT-UNESP in Sรฃo Paulo, sponsored by ICTP-SAIFR. Limited funds are available to cover travel and local expenses.
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In a new paper, we use network analysis to examine community disputes in post-civil war Mozambique. By analyzing a range of conflicts, from domestic disputes to wartime accusations, we reveal the deep-rooted tensions that persist in the region.
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RT @cosnet_bifi: Now out: "A machine learning approach to predicting dynamical observables from network structure" (
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For all the networks, we find that random forests can predict the outbreak size or synchronization state with high accuracy, indicating that the network structure plays a fundamental role in the spreading process.
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The world is changing. The importance of China was examined in our paper, where we modelled world trade as a multi-layered network: The rise and fall of countries in the global value chains
Biggest Economics in the World ๐ (PPP) 1. ๐จ๐ณ China - $37.07T 2. ๐บ๐ธ United States - $29.17T 3. ๐ฎ๐ณ India - $16.02T 4. ๐ท๐บ Russian Federation - $6.91T 5. ๐ฏ๐ต Japan - $6.57T 6. ๐ฉ๐ช Germany - $6.02T 7. ๐ง๐ท Brazil - $4.7T 8. ๐ฎ๐ฉ Indonesia - $4.66T 9. ๐ซ๐ท France - $4.36T 10. ๐ฌ๐ง United Kingdom - $4.28T
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In our new paper on @arxiv, we provide a principled Bayesian framework for identifying power-laws. Our method does not reject the scale-free hypothesis in many cases where the KS test does, contributing to a more precise evaluation of SF networks.
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In our new paper in NJP, we study a SIRS model with gamma-distributed recovery times. We show that the epidemic lifetime on star graphs follows a non-universal power law and is shortened as the number of phases increases. with @silviojrufv
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In our new paper in PLOS Neglected Tropical Diseases, we analyzed the gap between expected vs. observed dengue cases in Brazil (MarโApr 2020) using interrupted time series and machine learning forecasts. With @Kirstin_Roster.
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RT @cosnet_bifi: Very last paper of 2024 -never published a paper on Dec 31st. Here, we implement a transfer entropy (TE) method to unravelโฆ
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๐จ Just published in the Brazilian Journal of Physics! ๐จ The dynamics of Complex Financial Networks (CFNs) in our latest review. ๐ธ๏ธ๐ธ ๐ Key topics: Contagion processes Systemic risk & interconnectedness Measuring systemic risk
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New story on @Medium: The great mystery of mathematics: why is maths the language of the universe?
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My new story on @Medium: Kepler: the first data scientist What can one of the greatest geniuses in physics teach us about data analysis and artificial intelligence?
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My new story on Medium: The age of complexity How to look at the worldโs big problems through the lens of complexity. #complexity #data #networks #physics #mathematics #epidemics #modelling
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RT @ictpsaifr: Synchronization is one of the fundamental phenomena in complex systems and nonlinear dynamics. The event will also include aโฆ
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