Publications

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. Understanding the Vegetable Oil Debate and Its Implications for Sustainability through Social Media (preprint). arXiv, 2023.

arXiv

. Text characterization based on recurrence networks. Information Sciences, 2023.

DOI arXiv

. On the Stability of Citation Networks. Physica A: Statistical Mechanics and its Applications, 2023.

DOI arXiv

. Food composition databases in the era of Big Data: Vegetable oils as a case study. Frontiers in Nutrition, 2023.

PDF DOI

. Using Full-Text Content to Characterize and Identify Best Seller Books (preprint). arXiv, 2022.

arXiv

. Estimating the effects of urban green regions in terms of diffusion. Environment and Planning B: Urban Analytics and City Science, 2022.

DOI arXiv

. Learning Deep Learning. Revista Brasileira de Ensino de Física, 2022.

PDF Code DOI

. Complex Networks Accessibility and Symmetry (preprint). 2022.

PDF

. Neuromorphic networks as revealed by features similarity (preprint). arXiv, 2022.

arXiv

. Finding contrasting patterns in rhythmic properties between prose and poetry. Physica A: Statistical Mechanics and its Applications, 2022.

DOI arXiv

. Modelling how social network algorithms can influence opinion polarization. Information Sciences, 2022.

Code DOI arXiv

. Spatial distribution of graffiti: A complex network approach. The European Physical Journal B, 2021.

DOI arXiv

. A keyword-driven approach to science (preprint). arXiv, 2021.

arXiv

. Principal Component Analysis: A Natural Approach to Data Exploration. ACM Computing Surveys, 2021.

DOI arXiv

. Classification of abrupt changes along viewing profiles of scientific articles. Journal of Informetrics, 2021.

DOI arXiv

. Enriching and analyzing small citation networks: A case study on transistor's history. Physica A, 2021.

DOI arXiv

. How coupled are capillary electrophoresis and mass spectrometry?. Scientometrics, 2021.

DOI arXiv

. Contrarian effects and echo chamber formation in opinion dynamics. Journal of Physics: Complexity, 2021.

PDF DOI arXiv

. Syntonets: toward a harmony-inspired general model of complex networks. EPJB, 2020.

Code DOI arXiv

. Opinion Diversity and Social Bubbles in Adaptive Sznajd Networks. Journal of Statistical Mechanics: Theory and Experiment, 2020.

DOI arXiv

. Problem-solving using complex networks. THE EUROPEAN PHYSICAL JOURNAL B, 2019.

PDF DOI arXiv

. Paragraph-based representation of texts: A complex networks approach. Information Processing & Management, 2019.

DOI arXiv

. Connecting Network Science and Information Theory. Elsevier Physica A: Statistical Mechanics and its Applications, 2019.

DOI arXiv

. Multi-scale analysis of languages and knowledge through complex networks (Ph.d. Thesis). ICMC-USP, 2019.

PDF DOI

. An image analysis approach to text analytics based on complex networks. Physica A: Statistical Mechanics and its Applications, 2018.

DOI arXiv

. How Integrated are Theoretical and Applied Physics?. Scientometrics, 2018.

DOI arXiv

. The Dynamics of Knowledge Acquisition via Self-Learning in Complex Networks. Chaos: An Interdisciplinary Journal of Nonlinear Science, 2018.

DOI arXiv

. Representation of texts as complex networks: a mesoscopic approach. Journal of Complex Networks, 2018.

DOI arXiv

. Text Networks (CDT-4). 2018.

DOI ResearchGate

. Knowledge Acquisition: A Complex Networks Approach. Information Sciences, 2017.

DOI arXiv

. On the Calligraphy of Books. Proceedings of TextGraphs-11: the Workshop on Graph-based Methods for Natural Language Processing, ACL 2017, 2017.

PDF DOI arXiv

. Topic segmentation via community detection in complex networks. Chaos: An Interdisciplinary Journal of Nonlinear Science, 2016.

DOI arXiv

. Efficient parallelization on GPU of an image smoothing method based on a variational model. Journal of Real-Time Image Processing, 2016.

DOI

. Using complex networks for text classification: Discriminating informative and imaginative documents. EPL (Europhysics Letters), 2016.

DOI arXiv

. Minimal paths between communities induced by geographical networks. Journal of Statistical Mechanics: Theory and Experiment, 2016.

DOI arXiv

. A framework for analyzing the relationship between gene expression and morphological, topological, and dynamical patterns in neuronal networks. Journal of neuroscience methods, 2015.

DOI

. Análise estrutural e dinâmica de redes biológicas (Master's Dissertation). ICMC-USP, 2015.

PDF DOI