Filipi N. Silva
Scholarly record

Publications

Journal articles, conference papers, book chapters, and preprints. Citation and h-index metrics are from Google Scholar.

60+Publications
2,600+Citations
23h-index

Publication list

Last updated August 17, 2026
75 records
  1. 2026
    Figure from The Tone of Awareness: Topic, Sentiment, and Toxicity Maps During Mental Health Month on TikTok.

    The Tone of Awareness: Topic, Sentiment, and Toxicity Maps During Mental Health Month on TikTok

    Henrique Ferraz de Arruda, Andreia Sofia Teixeira, Pranay Gundala Reddy, Anindya Mondal, Kleber Andrade Oliveira, Filipi Nascimento Silva

    PreprintOpen accessView preprint
  2. 2026
    Figure from Recovering link-weight structure in complex networks with weight-aware walks.

    Recovering link-weight structure in complex networks with weight-aware walks

    Adilson Vital, Filipi N. Silva, Diego Amancio

    Information SciencesarticleOpen accessPublished versionPreprint
  3. 2026
    Figure from Heuristic and exact modularity optimization with size-constrained communities.

    Heuristic and exact modularity optimization with size-constrained communities

    Filipi N. Silva, Samin Aref, Vincent Traag, Santo Fortunato

    PreprintOpen accessView preprint
  4. 2026
    Figure from From Node2Vec to GPT-based GraphRAG: scientific impact prediction across graph and language models.

    From Node2Vec to GPT-based GraphRAG: scientific impact prediction across graph and language models

    Adilson Vital, Filipi N. Silva, Diego Amancio

    PreprintOpen accessView preprint
  5. 2026
    Comparison of clustering algorithms for single-cell RNA sequencing networks.

    Network clustering algorithms and preprocessing pipelines for robust cell type identification in single-cell RNA sequencing data

    Fatemeh Sadat Fatemi Nasrollahi, Filipi Nascimento Silva, Shiwei Liu, Soumilee Chaudhuri, Meichen Yu, Juexin Wang, Kwangsik Nho, et al.

    Scientific ReportsarticleOpen accessPublished versionPreprint
  6. 2026
    Timeline and activity patterns from the study of coordinated campaigns on X.

    Israel-Hamas War on X: A Case Study of Coordinated Campaigns and Information Integrity

    Tuğrulcan Elmas, Filipi Nascimento Silva, Manita Pote, Priyanka Dey, Keng-Chi Chang, Jinyi Ye, Luca Luceri, et al.

    PreprintOpen accessView preprint
  7. 2026
    Figure from Linking Global Science Funding to Research Publications.

    Linking Global Science Funding to Research Publications

    Jacob Aarup Dalsgaard, Filipi Nascimento Silva, Jin Ai

    PreprintOpen accessView preprint
  8. 2026
    Figure from Leveraging GANs for citation intent classification and its impact on citation network analysis.

    Leveraging GANs for citation intent classification and its impact on citation network analysis

    Davi A. Bezerra, Filipi N. Silva, Diego R. Amancio

    Journal of InformetricsarticleOpen accessPublished versionPreprint
  9. 2026
    Weighted-network structure used to study scale invariance and statistical significance.

    Scale invariance and statistical significance in complex weighted networks

    Filipi N. Silva, Sadamori Kojaku, Alessandro Flammini, Filippo Radicchi, Santo Fortunato

    Physical review. EarticlePublished versionPreprint
  10. 2026

    Detectability threshold in weighted modular networks

    Filippo Radicchi, Filipi N. Silva, Alessandro Flammini, Santo Fortunato, Sadamori Kojaku

    Physical review. EarticleOpen accessPublished versionPreprint
  11. 2025
    Figure from Predicting citation impact of research papers using GPT and other text embeddings.

    Predicting citation impact of research papers using GPT and other text embeddings

    Adilson Vital, Filipi N. Silva, Osvaldo N. Oliveira, Diego R. Amancio

    Physica A Statistical Mechanics and its ApplicationsarticlePublished versionPreprint
  12. 2025
    Three types of triadic novelty in weighted co-occurrence networks.

    Triadic Novelty: A Typology and Measurement Framework for Recognizing Novel Contributions in Science

    Ai, Jin, Steinberg, Richard S., Guo, Chao, Silva, Filipi Nascimento

    PreprintOpen accessView preprint
  13. 2025
    Figure from The Rise of Bluesky.

    The Rise of Bluesky

    Ozgur Can Seckin, Filipi Nascimento Silva, Bao Tran Truong, Sangyeon Kim, Fan Huang, Nick Liu, Alessandro Flammini, Filippo Menczer

    PreprintOpen accessView preprint
  14. 2025
    Complex-network perspective on the science of science.

    Science of Science: a complex network perspective

    Sandro M. Reia, Filipi N. Silva, Henrique Ferraz de Arruda

    Frontiers in Research Metrics and AnalyticseditorialOpen accessPublished version
  15. 2025
    Network map of research themes in wound-healing materials.

    Using network analysis and large-language models to obtain a landscape of the literature on dressing materials for wound healing: The predominance of chitosan and other …

    Jaromír Klarák, Ana Caroline Medeiros Brito, Luan F. Moreira, Filipi N. Silva, Diego R. Amancio, Robert Andok, Maria Cristina Ferreira de Oliveira, et al.

    International Journal of Biological MacromoleculesarticleOpen accessPublished version
  16. 2025
    Research-interest similarity represented through transition probabilities.

    Measuring research interest similarity with transition probabilities

    Attila Varga, Sadamori Kojaku, Filipi Nascimento Silva

    Quantitative Science StudiesarticleOpen accessPublished versionPreprint
  17. 2024
    Figure from Comparing random walks in graph embedding and link prediction.

    Comparing random walks in graph embedding and link prediction

    Adilson Vital, Filipi Nascimento Silva, Diego Raphael Amancio

    PLoS ONEarticleOpen accessPublished versionPreprint
  18. 2024
    Overview of the full-text analysis used to characterize best seller books.

    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 R. Amancio

    PLoS ONEarticleOpen accessPublished version
  19. 2024
    The decentralized brainlife.io platform and neuroscience workflow.

    brainlife. io: A decentralized and open-source cloud platform to support neuroscience research

    Soichi Hayashi, Bradley Caron, Anibal Sólon Heinsfeld, Sophia Vinci‐Booher, Brent McPherson, Daniel Bullock, Giulia Bertò, et al.

    Nature MethodsarticleOpen accessPublished versionPreprint
  20. 2024
    Figure from Recovering network topology and dynamics from sequences: A machine learning approach.

    Recovering network topology and dynamics from sequences: A machine learning approach

    Lucas Guerreiro, Filipi N. Silva, Diego R. Amancio

    Physica A Statistical Mechanics and its ApplicationsarticlePublished versionPreprint
  21. 2024
    Figure from Identifying the perceived local properties of networks reconstructed from biased random walks.

    Identifying the perceived local properties of networks reconstructed from biased random walks

    Lucas Guerreiro, Filipi Nascimento Silva, Diego Raphael Amancio

    PLoS ONEarticleOpen accessPublished versionPreprint
  22. 2024
    Topic evolution in the history of Chemistry of Materials.

    History of Chemistry of Materials According to Topic Evolution Based on Network Analysis and Natural Language Processing

    Ana Caroline Medeiros Brito, Maria Cristina Ferreira de Oliveira, Osvaldo N. Oliveira, Filipi N. Silva, Diego R. Amancio

    Chemistry of MaterialseditorialOpen accessPublished version
  23. 2023
    Network and language-processing pipeline for mapping materials applications.

    Network analysis and natural language processing to obtain a landscape of the scientific literature on materials applications

    Ana Caroline Medeiros Brito, Maria Cristina Ferreira de Oliveira, Osvaldo N. Oliveira, Filipi N. Silva, Diego R. Amancio

    ACS Applied Materials & InterfacesarticlePublished version
  24. 2023
    Figure from Text characterization based on recurrence networks.

    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 R. Amancio

    Information SciencesarticlePublished versionPreprint