Henrique Ferraz de Arruda

Postdoctoral Researcher

George Mason University

Biography

I hold my Ph.D. in Computer Science and Computational Mathematics from ICMC - University of São Paulo (USP). Currently, I’m a postdoctoral researcher at George Mason University. Among my most outstanding achievements, I was awarded the best Ph.D. thesis in Brazil, CAPES Thesis Award Edition - 2020, in computer science. My primary research interests include models of real-world systems through network science, data analysis, natural language processing, and machine learning.

Interests

Network Science
Complex Networks
Machine Learning
Data science

Education

Ph.D in Computer Science and Computational Mathematics, 2019

ICMC - University of São Paulo
MSc in Computer Science and Computational Mathematics, 2015

ICMC - University of São Paulo
BSc in Computer Science, 2012

São Paulo State University

Experience

May 2024 – Present

Fairfax, VA, USA

Postdoctoral researcher

George Mason University

September 2022 – December 2023

Turin, Italy

Researcher

CENTAI Institute

July 2021 – August 2022

Turin, Italy

Researcher

ISI Foundation

October 2020 – May 2021

São Carlos-SP, Brazil

Postdoctoral researcher

IFSC - University of São Paulo

October 2019 – October 2020

Zaragoza, Spain

Postdoctoral researcher

Institute for Biocomputation and Physics of Complex Systems - Universidad de Zaragoza

February 2019 – October 2019

São Carlos-SP, Brazil

Postdoctoral researcher

IFSC - University of São Paulo

August 2017 – October 2017

Bloomington, Indiana, USA

Short-term Visiting Scholar

Indiana University

This period consists of a visiting scholar (Santander scholarship) under the supervision of Prof. Santo Fortunato.

March 2015 – January 2019

São Carlos-SP, Brazil

Ph.D in Computer Science and Computational Mathematics

ICMC - University of São Paulo

Award: Best Ph.D. Thesis, CAPES Thesis Award Edition - 2020, in the category of computer science.

February 2013 – March 2015

São Carlos-SP, Brazil

MSc in Computer Science and Computational Mathematics

ICMC - University of São Paulo

March 2009 – December 2012

Bauru-SP, Brazil

BSc in Computer Science

São Paulo State University

Award: Best Undergraduate Thesis.

Selected Publications

Exploring the future of vegetable oils

Erik Meijaard, M Virah-Sawmy, HS Newing, VJ Ingram, MJM Holle, T Pasmans, S Omar, H van de Hombergh, N Unus, A Forsch, Henrique Ferraz de Arruda, J Allen, K Tsagarakis, M Chidozie Ogwu, AA Diaz Ismael, J Hance, Y Moreno, Sinead O’Keeffe, S Wich, Douglas Sheil

IUCN, 2024

PDF DOI

Modelling how social network algorithms can influence opinion polarization

Henrique F de Arruda, Felipe M Cardoso, Guilherme F de Arruda, Alexis R Hernández, Luciano da F Costa, Yamir Moreno

Information Sciences, 2022

Code DOI arXiv

Principal Component Analysis: A Natural Approach to Data Exploration

Felipe L. Gewers, Gustavo R. Ferreira, Henrique Ferraz de Arruda, Filipi N. Silva, Cesar H. Comin, Diego Raphael Amancio, Luciano da Fontoura Costa

ACM Computing Surveys, 2021

DOI arXiv

Paragraph-based representation of texts: A complex networks approach

Henrique Ferraz de Arruda, Vanessa Queiroz Marinho, Luciano da Fontoura Costa, Diego Raphael Amancio

Information Processing & Management, 2019

DOI arXiv

Multi-scale analysis of languages and knowledge through complex networks (Ph.d. Thesis)

Henrique Ferraz de Arruda

ICMC-USP, 2019

PDF DOI

Representation of texts as complex networks: a mesoscopic approach

Henrique Ferraz de Arruda, Filipi Nascimento Silva, Vanessa Queiroz Marinho, Diego Raphael Amancio, Luciano da Fontoura Costa

Journal of Complex Networks, 2018

DOI arXiv

Knowledge Acquisition: A Complex Networks Approach

Henrique Ferraz de Arruda, Filipi Nascimento Silva, Luciano da Fontoura Costa, Diego Raphael Amancio

Information Sciences, 2017

DOI arXiv

Análise estrutural e dinâmica de redes biológicas (Master's Dissertation)

Henrique Ferraz de Arruda

ICMC-USP, 2015

PDF DOI

Recent Publications

More Publications

An OpenStreetMap derived building classification dataset for the United States

Henrique Ferraz Arruda, Sandro Martinelli Reia, Shiyang Ruan, Kuldip Singh Atwal, Hamdi Kavak, Taylor Anderson, Dieter Pfoser

PDF Code Dataset DOI arXiv

Echo chamber formation sharpened by priority users

Henrique F de Arruda, Kleber A Oliveira, Yamir Moreno

PDF Code DOI arXiv

Mechanistic interplay between information spreading and opinion polarization (preprint)

Kleber A Oliveira, Henrique F de Arruda, Yamir Moreno

arXiv

Explorando el futuro de los aceites vegetales

PDF DOI

Characteristics of the vegetable oil debate in social-media and its implications for sustainability

Elena Candellone, Alberto Aleta, Henrique Ferraz de Arruda, Erik Meijaard, Yamir Moreno

DOI arXiv

Function and form of US cities (preprint)

Sandro Martinelli Reia, Taylor Anderson, Henrique Ferraz Arruda, Kuldip Singh Atwal, Shiyang Ruan, Hamdi Kavak, Dieter Pfoser

arXiv

Exploring the future of vegetable oils

PDF DOI

Using full-text content to characterize and identify best seller books: A study of early 20th-century literature

Giovana D. da Silva, Filipi N Silva, Henrique Ferraz de Arruda, Bárbara C. e Souza, Luciano da Fontoura Costa, Diego Raphael Amancio

PDF DOI arXiv

Emerging studies of NMR-based metabolomics of fruits regarding botanic family species associated with postharvest quality

Banny Silva Barbosa Correia, Henrique Ferraz de Arruda, Poliana Cristina Spricigo, Caroline Ceribeli, Luísa Souza Almeida, Daniel Rodrigues Cardoso, Angelo Pedro Jacomino, Luciano da Fontoura Costa, Luiz Alberto Colnago

DOI

Text characterization based on recurrence networks

Bárbara C. e Souza, Filipi N Silva, Henrique Ferraz de Arruda, Giovana D. da Silva, Luciano da Fontoura Costa, Diego Raphael Amancio

DOI arXiv

Henrique Ferraz de Arruda

Postdoctoral Researcher

George Mason University

Biography

Interests

Education

Experience

Postdoctoral researcher

Researcher

Researcher

Postdoctoral researcher

Postdoctoral researcher

Postdoctoral researcher

Short-term Visiting Scholar

Ph.D in Computer Science and Computational Mathematics

MSc in Computer Science and Computational Mathematics

BSc in Computer Science

Selected Publications

Recent Publications

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