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Artigo de periodico
Machine learning and economic forecasting: the role of international trade networks (2024)
Silva, Thiago Christiano ; Wilhelm, Paulo Victor Berri ; Amancio, Diego Raphael
Source: Physica A : statistical mechanics and its applications. Unidade: ICMC
Subjects: APRENDIZADO COMPUTACIONAL, REDES COMPLEXAS, COMÉRCIO INTERNACIONAL
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ABNT
SILVA, Thiago Christiano e WILHELM, Paulo Victor Berri e AMANCIO, Diego Raphael. Machine learning and economic forecasting: the role of international trade networks. Physica A : statistical mechanics and its applications, v. 649, p. 1-22, 2024Tradução . . Disponível em: https://doi.org/10.1016/j.physa.2024.129977. Acesso em: 08 out. 2025.
APA
Silva, T. C., Wilhelm, P. V. B., & Amancio, D. R. (2024). Machine learning and economic forecasting: the role of international trade networks. Physica A : statistical mechanics and its applications, 649, 1-22. doi:10.1016/j.physa.2024.129977
NLM
Silva TC, Wilhelm PVB, Amancio DR. Machine learning and economic forecasting: the role of international trade networks [Internet]. Physica A : statistical mechanics and its applications. 2024 ; 649 1-22.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2024.129977
Vancouver
Silva TC, Wilhelm PVB, Amancio DR. Machine learning and economic forecasting: the role of international trade networks [Internet]. Physica A : statistical mechanics and its applications. 2024 ; 649 1-22.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2024.129977
Artigo de periodico
Recovering network topology and dynamics from sequences: a machine learning approach (2024)
Guerreiro, Lucas ; Silva, Filipi Nascimento ; Amancio, Diego Raphael
Source: Physica A : statistical mechanics and its applications. Unidade: ICMC
Subjects: APRENDIZADO COMPUTACIONAL, REDES COMPLEXAS, HEURÍSTICA
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ABNT
GUERREIRO, Lucas e SILVA, Filipi Nascimento e AMANCIO, Diego Raphael. Recovering network topology and dynamics from sequences: a machine learning approach. Physica A : statistical mechanics and its applications, v. 638, p. 1-13, 2024Tradução . . Disponível em: https://doi.org/10.1016/j.physa.2024.129618. Acesso em: 08 out. 2025.
APA
Guerreiro, L., Silva, F. N., & Amancio, D. R. (2024). Recovering network topology and dynamics from sequences: a machine learning approach. Physica A : statistical mechanics and its applications, 638, 1-13. doi:10.1016/j.physa.2024.129618
NLM
Guerreiro L, Silva FN, Amancio DR. Recovering network topology and dynamics from sequences: a machine learning approach [Internet]. Physica A : statistical mechanics and its applications. 2024 ; 638 1-13.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2024.129618
Vancouver
Guerreiro L, Silva FN, Amancio DR. Recovering network topology and dynamics from sequences: a machine learning approach [Internet]. Physica A : statistical mechanics and its applications. 2024 ; 638 1-13.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2024.129618
Artigo de periodico
Finding contrasting patterns in rhythmic properties between prose and poetry (2022)
Arruda, Henrique Ferraz de ; Reia, Sandro Martinelli ; Silva, Filipi Nascimento ; Amancio, Diego Raphael ; Costa, Luciano da Fontoura
Source: Physica A. Unidades: ICMC, IFSC
Subjects: APRENDIZADO COMPUTACIONAL, REDES NEURAIS, ANÁLISE DE SÉRIES TEMPORAIS, RECONHECIMENTO DE TEXTO, TRATAMENTO AUTOMÁTICO DE TEXTOS E DISCURSOS
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ABNT
ARRUDA, Henrique Ferraz de et al. Finding contrasting patterns in rhythmic properties between prose and poetry. Physica A, v. 598, p. 127387-1-127387-13, 2022Tradução . . Disponível em: https://doi.org/10.1016/j.physa.2022.127387. Acesso em: 08 out. 2025.
APA
Arruda, H. F. de, Reia, S. M., Silva, F. N., Amancio, D. R., & Costa, L. da F. (2022). Finding contrasting patterns in rhythmic properties between prose and poetry. Physica A, 598, 127387-1-127387-13. doi:10.1016/j.physa.2022.127387
NLM
Arruda HF de, Reia SM, Silva FN, Amancio DR, Costa L da F. Finding contrasting patterns in rhythmic properties between prose and poetry [Internet]. Physica A. 2022 ; 598 127387-1-127387-13.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2022.127387
Vancouver
Arruda HF de, Reia SM, Silva FN, Amancio DR, Costa L da F. Finding contrasting patterns in rhythmic properties between prose and poetry [Internet]. Physica A. 2022 ; 598 127387-1-127387-13.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2022.127387
Artigo de periodico
Using virtual edges to improve the discriminability of co-occurrence text networks (2021)
Quispe, Laura Vanessa Cruz ; Tohalino, Jorge Andoni Valverde; Amancio, Diego Raphael
Source: Physica A. Unidade: ICMC
Subjects: RECONHECIMENTO DE TEXTO, PROCESSAMENTO DE LINGUAGEM NATURAL, REDES COMPLEXAS
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ABNT
QUISPE, Laura Vanessa Cruz e TOHALINO, Jorge Andoni Valverde e AMANCIO, Diego Raphael. Using virtual edges to improve the discriminability of co-occurrence text networks. Physica A, v. 562, n. Ja 2021, p. 1-13, 2021Tradução . . Disponível em: https://doi.org/10.1016/j.physa.2020.125344. Acesso em: 08 out. 2025.
APA
Quispe, L. V. C., Tohalino, J. A. V., & Amancio, D. R. (2021). Using virtual edges to improve the discriminability of co-occurrence text networks. Physica A, 562( Ja 2021), 1-13. doi:10.1016/j.physa.2020.125344
NLM
Quispe LVC, Tohalino JAV, Amancio DR. Using virtual edges to improve the discriminability of co-occurrence text networks [Internet]. Physica A. 2021 ; 562( Ja 2021): 1-13.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2020.125344
Vancouver
Quispe LVC, Tohalino JAV, Amancio DR. Using virtual edges to improve the discriminability of co-occurrence text networks [Internet]. Physica A. 2021 ; 562( Ja 2021): 1-13.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2020.125344
Artigo de periodico
Complex systems: features, similarity and connectivity (2020)
Comin, Cesar Henrique ; Peron, Thomas ; Silva, Filipi Nascimento ; Amancio, Diego Raphael ; Rodrigues, Francisco Aparecido ; Costa, Luciano da Fontoura
Source: Physics Reports. Unidades: ICMC, IFSC
Subjects: REDES COMPLEXAS, RECONHECIMENTO DE PADRÕES, REVISÃO SISTEMÁTICA
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ABNT
COMIN, Cesar Henrique et al. Complex systems: features, similarity and connectivity. Physics Reports, v. 861, p. 1-41, 2020Tradução . . Disponível em: https://doi.org/10.1016/j.physrep.2020.03.002. Acesso em: 08 out. 2025.
APA
Comin, C. H., Peron, T., Silva, F. N., Amancio, D. R., Rodrigues, F. A., & Costa, L. da F. (2020). Complex systems: features, similarity and connectivity. Physics Reports, 861, 1-41. doi:10.1016/j.physrep.2020.03.002
NLM
Comin CH, Peron T, Silva FN, Amancio DR, Rodrigues FA, Costa L da F. Complex systems: features, similarity and connectivity [Internet]. Physics Reports. 2020 ; 861 1-41.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physrep.2020.03.002
Vancouver
Comin CH, Peron T, Silva FN, Amancio DR, Rodrigues FA, Costa L da F. Complex systems: features, similarity and connectivity [Internet]. Physics Reports. 2020 ; 861 1-41.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physrep.2020.03.002
Artigo de periodico
Semantic flow in language networks discriminates texts by genre and publication date (2020)
Corrêa Junior, Edilson Anselmo; Marinho, Vanessa Queiroz; Amancio, Diego Raphael
Source: Physica A. Unidade: ICMC
Subjects: REDES COMPLEXAS, PROCESSAMENTO DE LINGUAGEM NATURAL, SEMÂNTICA
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ABNT
CORRÊA JUNIOR, Edilson Anselmo e MARINHO, Vanessa Queiroz e AMANCIO, Diego Raphael. Semantic flow in language networks discriminates texts by genre and publication date. Physica A, v. No 2020, p. 1-13, 2020Tradução . . Disponível em: https://doi.org/10.1016/j.physa.2020.124895. Acesso em: 08 out. 2025.
APA
Corrêa Junior, E. A., Marinho, V. Q., & Amancio, D. R. (2020). Semantic flow in language networks discriminates texts by genre and publication date. Physica A, No 2020, 1-13. doi:10.1016/j.physa.2020.124895
NLM
Corrêa Junior EA, Marinho VQ, Amancio DR. Semantic flow in language networks discriminates texts by genre and publication date [Internet]. Physica A. 2020 ; No 2020 1-13.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2020.124895
Vancouver
Corrêa Junior EA, Marinho VQ, Amancio DR. Semantic flow in language networks discriminates texts by genre and publication date [Internet]. Physica A. 2020 ; No 2020 1-13.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2020.124895
Artigo de periodico
Word sense induction using word embeddings and community detection in complex networks (2019)
Corrêa Jr., Edilson A; Amancio, Diego Raphael
Source: Physica A. Unidade: ICMC
Subjects: PROCESSAMENTO DE LINGUAGEM NATURAL, LINGUÍSTICA COMPUTACIONAL, REDES COMPLEXAS, SEMÂNTICA
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ABNT
CORRÊA JR., Edilson A e AMANCIO, Diego Raphael. Word sense induction using word embeddings and community detection in complex networks. Physica A, v. 523, n. Ju 2019, p. 180-190, 2019Tradução . . Disponível em: https://doi.org/10.1016/j.physa.2019.02.032. Acesso em: 08 out. 2025.
APA
Corrêa Jr., E. A., & Amancio, D. R. (2019). Word sense induction using word embeddings and community detection in complex networks. Physica A, 523( Ju 2019), 180-190. doi:10.1016/j.physa.2019.02.032
NLM
Corrêa Jr. EA, Amancio DR. Word sense induction using word embeddings and community detection in complex networks [Internet]. Physica A. 2019 ; 523( Ju 2019): 180-190.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2019.02.032
Vancouver
Corrêa Jr. EA, Amancio DR. Word sense induction using word embeddings and community detection in complex networks [Internet]. Physica A. 2019 ; 523( Ju 2019): 180-190.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2019.02.032
Artigo de periodico
On the role of words in the network structure of texts: application to authorship attribution (2018)
Akimushkin, Camilo; Amancio, Diego Raphael ; Oliveira Junior, Osvaldo Novais de
Source: Physica A. Unidades: ICMC, IFSC
Subjects: REDES COMPLEXAS, PROCESSAMENTO DE LINGUAGEM NATURAL, SEMÂNTICA DA PALAVRA
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ABNT
AKIMUSHKIN, Camilo e AMANCIO, Diego Raphael e OLIVEIRA JUNIOR, Osvaldo Novais de. On the role of words in the network structure of texts: application to authorship attribution. Physica A, v. 495, p. 49-58, 2018Tradução . . Disponível em: https://doi.org/10.1016/j.physa.2017.12.054. Acesso em: 08 out. 2025.
APA
Akimushkin, C., Amancio, D. R., & Oliveira Junior, O. N. de. (2018). On the role of words in the network structure of texts: application to authorship attribution. Physica A, 495, 49-58. doi:10.1016/j.physa.2017.12.054
NLM
Akimushkin C, Amancio DR, Oliveira Junior ON de. On the role of words in the network structure of texts: application to authorship attribution [Internet]. Physica A. 2018 ; 495 49-58.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2017.12.054
Vancouver
Akimushkin C, Amancio DR, Oliveira Junior ON de. On the role of words in the network structure of texts: application to authorship attribution [Internet]. Physica A. 2018 ; 495 49-58.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.physa.2017.12.054
Artigo de periodico
Labelled network subgraphs reveal stylistic subtleties in written texts (2018)
Marinho, Vanessa Queiroz; Hirst, Graeme; Amancio, Diego Raphael
Source: Journal of Complex Networks. Unidade: ICMC
Subjects: REDES COMPLEXAS, PROCESSAMENTO DE LINGUAGEM NATURAL
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ABNT
MARINHO, Vanessa Queiroz e HIRST, Graeme e AMANCIO, Diego Raphael. Labelled network subgraphs reveal stylistic subtleties in written texts. Journal of Complex Networks, v. 6, n. 4, p. 620-638, 2018Tradução . . Disponível em: https://doi.org/10.1093/comnet/cnx047. Acesso em: 08 out. 2025.
APA
Marinho, V. Q., Hirst, G., & Amancio, D. R. (2018). Labelled network subgraphs reveal stylistic subtleties in written texts. Journal of Complex Networks, 6( 4), 620-638. doi:10.1093/comnet/cnx047
NLM
Marinho VQ, Hirst G, Amancio DR. Labelled network subgraphs reveal stylistic subtleties in written texts [Internet]. Journal of Complex Networks. 2018 ; 6( 4): 620-638.[citado 2025 out. 08 ] Available from: https://doi.org/10.1093/comnet/cnx047
Vancouver
Marinho VQ, Hirst G, Amancio DR. Labelled network subgraphs reveal stylistic subtleties in written texts [Internet]. Journal of Complex Networks. 2018 ; 6( 4): 620-638.[citado 2025 out. 08 ] Available from: https://doi.org/10.1093/comnet/cnx047
Artigo de periodico
The dynamics of knowledge acquisition via self-learning in complex networks (2018)
Lima, Thales S.; Arruda, Henrique F.; Silva, Filipi N.; Comin, Cesar Henrique; Amancio, Diego Raphael ; Costa, Luciano da Fontoura
Source: Chaos. Unidades: ICMC, IFSC
Subjects: REDES COMPLEXAS, DESCOBERTA DE CONHECIMENTO
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ABNT
LIMA, Thales S. et al. The dynamics of knowledge acquisition via self-learning in complex networks. Chaos, v. 28, n. 8, p. 083106-1-083106-10, 2018Tradução . . Disponível em: https://doi.org/10.1063/1.5027007. Acesso em: 08 out. 2025.
APA
Lima, T. S., Arruda, H. F., Silva, F. N., Comin, C. H., Amancio, D. R., & Costa, L. da F. (2018). The dynamics of knowledge acquisition via self-learning in complex networks. Chaos, 28( 8), 083106-1-083106-10. doi:10.1063/1.5027007
NLM
Lima TS, Arruda HF, Silva FN, Comin CH, Amancio DR, Costa L da F. The dynamics of knowledge acquisition via self-learning in complex networks [Internet]. Chaos. 2018 ; 28( 8): 083106-1-083106-10.[citado 2025 out. 08 ] Available from: https://doi.org/10.1063/1.5027007
Vancouver
Lima TS, Arruda HF, Silva FN, Comin CH, Amancio DR, Costa L da F. The dynamics of knowledge acquisition via self-learning in complex networks [Internet]. Chaos. 2018 ; 28( 8): 083106-1-083106-10.[citado 2025 out. 08 ] Available from: https://doi.org/10.1063/1.5027007

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