Publications

Improving Natural Product Knowledge Extraction from Academic Literature with Enhanced PDF Text Extraction and Large Language Models

Published in In the proceedings of Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

Recommended citation: Paulo Carmo, Marcos Silva, Jonas Gwozdz, Edgard Marx, Ricardo Marcondes, "Improving Natural Product Knowledge Extraction from Academic Literature with Enhanced PDF Text Extraction and Large Language Models." In the proceedings of Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025. https://doi.org/10.1145/3672608.3707858

TRENCHANT: TRENd PrediCtion on Heterogeneous informAtion NeTworks

Published in Journal of Information and Data Management, 2023

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Recommended citation: P. Carmo, I. Reis, R. Marcacini, "TRENCHANT: TRENd PrediCtion on Heterogeneous informAtion NeTworks." Journal of Information and Data Management, 2023. https://sol.sbc.org.br/journals/index.php/jidm/article/view/2546

NatUKE: A Benchmark for Natural Product Knowledge Extraction from Academic Literature

Published in In the proceedings of 2023 IEEE 17th International Conference on Semantic Computing (ICSC), 2023

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Recommended citation: Paulo Do, Edgard Marx, Ricardo Marcacini, Marilia Valli, João Silva, Alan Pilon, "NatUKE: A Benchmark for Natural Product Knowledge Extraction from Academic Literature." In the proceedings of 2023 IEEE 17th International Conference on Semantic Computing (ICSC), 2023.

Embedding Propagation over Heterogeneous Information Networks

Published in Theses and Dissertations USP, 2023

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Recommended citation: Paulo Carmo, "Embedding Propagation over Heterogeneous Information Networks." Theses and Dissertations USP, 2023.

Embedding Propagation over Heterogeneous Information Networks (expanded summary)

Published in In the proceedings of Anais Estendidos do XXIX Simpósio Brasileiro de Sistemas Multimídia e Web, 2023

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Recommended citation: Paulo Carmo, Ricardo Marcacini, "Embedding Propagation over Heterogeneous Information Networks (expanded summary)." In the proceedings of Anais Estendidos do XXIX Simpósio Brasileiro de Sistemas Multimídia e Web, 2023. https://sol.sbc.org.br/index.php/webmedia_estendido/article/view/25655

Development of a novel chemoinformatic tool for natural product databases

Published in Future Drug Discovery, 2023

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Recommended citation: Paulo Carmo, Ricardo Marcacini, Marilia Valli, Jo\~{a}o Silva-Silva, Leonardo Ferreira, Alan Pilon, Vanderlan Silva, Adriano Andricopulo, Edgard Marx, "Development of a novel chemoinformatic tool for natural product databases." Future Drug Discovery, 2023. https://doi.org/10.4155/fdd-2023-0007

Instance Selection for Music Genre Classification using Heterogeneous Networks

Published in In the proceedings of Anais do XVIII Simpósio Brasileiro de Computação Musical, 2021

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Recommended citation: Angelo Silva, Paulo Carmo, Ricardo Marcacini, Diego Silva, "Instance Selection for Music Genre Classification using Heterogeneous Networks." In the proceedings of Anais do XVIII Simpósio Brasileiro de Computação Musical, 2021. https://sol.sbc.org.br/index.php/sbcm/article/view/19419

Embedding propagation over heterogeneous event networks for link prediction

Published in In the proceedings of 2021 IEEE International Conference on Big Data (Big Data), 2021

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Recommended citation: Paulo Carmo, Ricardo Marcacini, "Embedding propagation over heterogeneous event networks for link prediction." In the proceedings of 2021 IEEE International Conference on Big Data (Big Data), 2021.

Commodities trend link prediction on heterogeneous information networks

Published in In the proceedings of Anais do IX Symposium on Knowledge Discovery, Mining and Learning, 2021

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Recommended citation: P. Carmo, I. Filho, R. Marcacini, "Commodities trend link prediction on heterogeneous information networks." In the proceedings of Anais do IX Symposium on Knowledge Discovery, Mining and Learning, 2021. https://sol.sbc.org.br/index.php/kdmile/article/view/17464

Big data e ciência de dados: complementariedade conceitual no processo de tomada de decisão

Published in Brazilian Journal of Information Science: research trends, 2019

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Recommended citation: Sandro Rautenberg, Paulo Carmo, "Big data e ciência de dados: complementariedade conceitual no processo de tomada de decisão." Brazilian Journal of Information Science: research trends, 2019.

CIENTOMETRIA E MINERAÇÃO DE DADOS: um relato de uma experiência com recursos da Web de Dados

Published in In the proceedings of Encontro Brasileiro de Bibliometria e Cientometria; 6textordmasculine Encontro Brasileiro de Bibliometria e Cientometria, 2018

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Recommended citation: Paulo CARMO, Sandro RAUTENBERG, "CIENTOMETRIA E MINERAÇÃO DE DADOS: um relato de uma experiência com recursos da Web de Dados." In the proceedings of Encontro Brasileiro de Bibliometria e Cientometria; 6textordmasculine Encontro Brasileiro de Bibliometria e Cientometria, 2018.

Paulo do Carmo

Publications