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franciscorodrigues.bsky.social
Scientist | Professor at the University of Sรฃo Paulo (@uspoficial.bsky.social) | Complexity, networks, data science, epidemic models, synchronization, statistics, brain networks | More: https://t.co/naWoWNW9I4. (He/him) ๐Ÿ‡ง๐Ÿ‡ท ๐Ÿ‡ต๐Ÿ‡น
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โœ… The "๐ˆ๐ˆ ๐’๐œ๐ก๐จ๐จ๐ฅ ๐จ๐ง ๐Œ๐จ๐๐ž๐ฅ๐ข๐ง๐  ๐ˆ๐ง๐Ÿ๐ž๐œ๐ญ๐ข๐จ๐ฎ๐ฌ ๐ƒ๐ข๐ฌ๐ž๐š๐ฌ๐ž ๐ƒ๐ฒ๐ง๐š๐ฆ๐ข๐œ๐ฌ" will take place from May 12-18, 2025, at IFT-UNESP in Sรฃo Paulo, sponsored by ICTP-SAIFR. ๐Ÿšจ Limited funds are available to cover travel and local expenses. www.ictp-saifr.org/smidd2025/

In our new paper, we employ network analysis to examine community disputes in post-civil war Mozambique. By analyzing a range of conflictsโ€”from domestic disputes to wartime accusationsโ€”we reveal the deep-rooted tensions that persist in the Gorongosa district. www.sciencedirect.com/science/arti...

In our new paper in the Proceedings of the Royal Society A, we use machine learning techniques to predict dynamic variables in complex networks. royalsocietypublishing.org/doi/10.1098/... With @ymoreno.bsky.social , Thomas Peron, Colm Connaughton, and Jรผrgen Kurths

Iโ€™m looking for a new PhD student with a curious and interdisciplinary mindset to work on integrating multimodal data to better understand trajectories of mental and brain health disorders! Deadline of applications: Feb 16! Please spread the word. www.jobs.ac.uk/job/DLO680/f...

The NetSciX 2025 talks are live streaming on YouTube. Prof @barabasi.bsky.social from @nunetsi.bsky.social is up in 20 minutes! You can find the full program here: netscix2025.iiti.ac.in?page_id=1028 Weโ€™re +10.5 hours here in Indore from Boston. www.youtube.com/live/frY8luh...

In a new paper on arXiv, we introduce a principled Bayesian framework for identifying power-law behaviour. Our methodology does not reject the scale-free hypothesis in many cases where the KS test does, contributing to a more precise evaluation of the scale-free hypothesis. arxiv.org/abs/2311.11200

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.bsky.social iopscience.iop.org/article/10.1...

In our new paper in PLOS Neglected Tropical Diseases, we quantified the gap between expected and observed dengue cases in Brazil. We used an interrupted time series approach, incorporating predictions generated by machine learning models. With @kroster.bsky.social journals.plos.org/plosntds/art...

In our new paper in Physical Review E, we explore transfer entropy (TE) as a tool to study the evolution of population contact patterns in epidemic processes. journals.aps.org/pre/abstract... with @ymoreno.bsky.social, Tiago Martinelli, and Alberto Aleta #complexnetworks #complexity #networks

๐Ÿšจ Just published in the Brazilian Journal of Physics! ๐Ÿšจ The dynamics of Complex Financial Networks (CFNs) in our latest review. ๐Ÿ•ธ๏ธ๐Ÿ’ธ ๐Ÿ“Œ Key topics: Contagion processes Systemic risk & interconnectedness Measuring systemic risk link.springer.com/article/10.1...

Upgrade your #causalinference arsenal. A revision of our book "Causal Inference: What If" is available at miguelhernan.org/whatifbook Thanks to everyone who suggested improvements, reported typos, and proposed new citations and material. Enjoy the #WhatIfBook plus code and data. Also, it's free.

๐Ÿ“• The Atlas for the Aspiring Network Scientist by Michele Coscia is amazing! ๐Ÿ‘‰Available as a free electronic PDF: networkatlas.eu #Networkscience #Datavisualization #ArtificialIntelligence

New story on Medium: medium.com/@francisco-r...

My new story on Medium: ๐—ž๐—ฒ๐—ฝ๐—น๐—ฒ๐—ฟ: ๐˜๐—ต๐—ฒ ๐—ณ๐—ถ๐—ฟ๐˜€๐˜ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐˜€๐—ฐ๐—ถ๐—ฒ๐—ป๐˜๐—ถ๐˜€๐˜ What can one of the greatest geniuses in physics teach us about data analysis and artificial intelligence? medium.com/@francisco-r...

A new paper by Paulo R Guimarรฃes Jr and Carlos J Meliรกn featured in JPhysComplexity's 'Focus on Complexity in Ecological Systems', guest edited by our Editorial Board member @franciscorodrigues.bsky.social iopscience.iop.org/article/10.1...

My new story on Medium: The age of complexity How to look at the worldโ€™s big problems through the lens of complexity. francisco-rodrigues.medium.com/the-age-of-c... #complexity #data #networks #physics #mathematics #epidemics #modelling

๐—œ๐˜€ ๐—ถ๐˜ ๐—ฝ๐—ผ๐˜€๐˜€๐—ถ๐—ฏ๐—น๐—ฒ ๐˜๐—ผ ๐—ฝ๐—ฟ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐˜ ๐—ฐ๐—ต๐—ฎ๐—ผ๐˜๐—ถ๐—ฐ ๐—ฑ๐˜†๐—ป๐—ฎ๐—บ๐—ถ๐—ฐ๐˜€? In this new paper, we use recurrence plots to train convolutional neural networks with the task of estimating the defining control parameters of non-linear systems. arxiv.org/abs/2410.23408 with @luizalober.bsky.social

A new student on campus.

Our paper at the EPL is available online. iopscience.iop.org/article/10.1...

Complexity was seen in a negative way in the 90s. Fortunately, complex networks came along to show that John Horgan was wrong in his book "The End of Science". Complexity is not just a metaphor.

I've just finished reading this monumental book. It deals with the origins of inequality and the influence of Native American culture on Western thought. The authors challenge everything we know about the origins of agriculture, property, cities, democracy, slavery and civilisation itself.

A book that, although a little old, is still very useful for understanding complex systems. I studied this book many years ago, when I was still a PhD student, and I still use it in my classes. It's available for free online. necsi.edu/dynamics-of-... #complexity #complexsystems #networks

Havenโ€™t seen one of these yet. Let me know who I missed!https://go.bsky.app/PR8rVkF

The event will also include a workshop covering current research in the field. Apply for the school until Nov 23 and register for the workshop until Dec 14. There is no registration fee and limited funds are available for travel and local expenses. www.ictp-saifr.org/sscmbd2025/

List of complexity and network scientists active on BlueSky. Thanks @manlius.bsky.social !

Our new paper on the Journal of Complex Networks. academic.oup.com/comnet/artic...

Our new preprint on arxiv is out. We present a methodology that leverages recurrence plots as input data for training convolutional neural networks to estimate the control parameters governing two distinct nonlinear systems: (i) the Logistic map and (ii) the Standard map. arxiv.org/abs/2410.23408

In our latest publication in PLOS One , we present a multiclass classification method designed to aid in the diagnosis of autism spectrum disorder and attention deficit hyperactivity disorder, conditions with rising prevalence globally. journals.plos.org/plosone/arti...

In our new paper on PLOS One @plos.bsky.social, we have developed a methodology for multi-class classification of autism and attention deficit hyperactivity disorder. journals.plos.org/plosone/arti...

In our new pre-print, we use a machine learning approach to analyze 1331 scenarios of COVID-19 transmission generated by the agent-based model COVASIM. We identified the optimal intervention strategies. www.medrxiv.org/content/10.1...

In our new pre-print on the @arxiv-soc-ph.bsky.social, we study the consequences of non-Markovian healing processes on epidemic models. arxiv.org/abs/2410.01155

๐Ÿ“ข Tarde Temรกtica: Inferรชncia, Redes e IA no dia 25/10 no CINA-UFSCar! Palestras com @franciscorodrigues.bsky.social (ICMC-USP), Pedro L. C. Rodrigues (Inria) e Heloรญsa Camargo (DC-UFSCar). Saiba mais: rafaelizbicki.com/tematico_ia/ #InteligenciaArtificial #Redes #Simulaรงรฃo #DataScience

In our new paper we present ๐š ๐ฌ๐ข๐ฆ๐ฉ๐ฅ๐ž ๐ ๐ฎ๐ข๐๐ž ๐Ÿ๐จ๐ซ ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก๐ž๐ซ๐ฌ ๐ญ๐จ ๐จ๐›๐ญ๐š๐ข๐ง ๐ฉ๐ฌ๐ž๐ฎ๐๐จ-๐ซ๐š๐ง๐๐จ๐ฆ ๐ฌ๐š๐ฆ๐ฉ๐ฅ๐ž๐ฌ ๐ฐ๐ข๐ญ๐ก ๐œ๐ž๐ง๐ฌ๐จ๐ซ๐ž๐ ๐๐š๐ญ๐š. We also developed an ๐‘ ๐ฉ๐š๐œ๐ค๐š๐ ๐ž that encapsulates these methodologies, providing researchers with practical tools for implementation. www.tandfonline.com/eprint/PZNDQ...

Our paper about non-communicable diseases: Our findings identify key adolescent health challengesโ€”high free sugar intake, insulin resistance, and low socioeconomic statusโ€”where targeted interventions could significantly impact the noncommunicable diseases network. link.springer.com/article/10.1...

Behind every paper is a person. Therefore, be respectful and polite when reviewing a paper. We are human, we must respect each other. www.youtube.com/watch?v=sTZ-...

I am delighted to be in the top 2% of the world's most cited researchers. My research was classified in Artificial Intelligence & Image Processing and Physics & Astronomy. Database compiled by Stanford University in a partnership with Elsevier elsevier.digitalcommonsdata.com/datasets/btc...