Have you heard that PLOS Complex Systems is now open for submissions? Learn more about this new community-led #OpenAccess journal: plos.io/CSopen

My review of Machine Learning has been published in EPL: iopscience.iop.org/article/10.120… #Analytics #DataScience #physics #MachineLearning #science #USP

In our latest paper, we present a method to measure the extent to which modular documents conform to hierarchical templates. Paper w/ Luciano da F. Costa , A. Benatti and A C M. Brito. lnkd.in/d_79BZNB #networkScience #textmining #graphs

Have you ever wondered what distinguishes a fiction book that achieves bestseller status? We explored this question in our latest paper: Using full-text content to characterize and identify best seller books: a study of early 20th-century literature doi.org/10.1371/journa…

In our new preprint on arXiv.org , we show that including socio-economic data in epidemic forecasting can result in more accurate results. We consider data from Dengue, Zika, COVID-19 and Influenza. With @luizalober and Kirstin Roster. arxiv.org/abs/2405.01422

Esta semana, a IUCN publicou nosso relatório sobre o futuro dos óleos vegetais, os quais são muito mais importantes na nossa vida do que nós pensamos. Veja mais informações neste texto, em português: iucn.org/pt/resources/i… 🧵1/4

Next week at USP - São Carlos.

Our new paper is out: "Interconnectivity disrupted by fading globalization: A network approach to recent international trade developments." iopscience.iop.org/article/10.108…

Today in nature, I laid out our vision of using AI to help universities maximize their research impacts. Key Q: Can we use data and AI tools to help a university locate key ideas and personnel to maximize its impact and accelerate progress? nature.com/articles/d4158… 🧵 1/

I've just found out that our work has been covered by Fox News. foxnews.com/health/researc…

Predicting a research paper's citation impact is crucial for stakeholders to assess the initial influence of a study and allocate resources to promising research. In our recent work, we compared the performance of GPT and other embedding models arxiv.org/abs/2407.19942

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. sciencedirect.com/science/articl…

Our new preprint is out: we use CatBoost and Graph Attention Networks (GATs) to accurately predict holding maneuvers while offering interpretability through graph-based feature importance. arxiv.org/abs/2502.04233

PLOS ONE: Complex networks applied to political analysis: Group voting behavior in the Brazilian congress journals.plos.org/plosone/articl…