Diego R. Amancio

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 69

Top Topics

Authorship Attribution

Topological Properties

Artificially Generated

Complex Networks

Top Venues

J. Informetrics

Publications

Thiago C. Silva, Paulo V. B. Wilhelm, Diego R. Amancio
Machine learning and economic forecasting: the role of international trade networks. CoRR (2024)
Adilson Vital Jr., Filipi N. Silva, Osvaldo N. Oliveira Jr., Diego R. Amancio
Predicting citation impact of research papers using GPT and other text embeddings. CoRR (2024)
Jorge A. V. Tohalino, Thiago C. Silva, Diego R. Amancio
Using word embedding to detect keywords in texts modeled as complex networks. Scientometrics 129 (7) (2024)
Bárbara C. e Souza, Filipi Nascimento Silva, Henrique Ferraz de Arruda, Giovana D. da Silva, Luciano da F. Costa, Diego R. Amancio
Text characterization based on recurrence networks. Inf. Sci. 641 (2023)
Jorge A. V. Tohalino, Thiago C. Silva, Diego R. Amancio
Using citation networks to evaluate the impact of text length on the identification of relevant concepts. CoRR (2023)
Ana C. M. Brito, Filipi Nascimento Silva, Diego R. Amancio
Analyzing the influence of prolific collaborations on authors productivity and visibility. Scientometrics 128 (4) (2023)
Adilson Vital Jr., Filipi Nascimento Silva, Diego R. Amancio
Comparing biased random walks in graph embedding and link prediction. CoRR (2023)
Lucas Guerreiro, Filipi Nascimento Silva, Diego R. Amancio
Identifying the perceived local properties of networks reconstructed from biased random walks. CoRR (2022)
Bárbara C. e Souza, Filipi Nascimento Silva, Henrique Ferraz de Arruda, Luciano da F. Costa, Diego R. Amancio
Accessibility and Trajectory-Based Text Characterization. CoRR (2022)
Jorge A. V. Tohalino, Diego R. Amancio
On predicting research grants productivity via machine learning. J. Informetrics 16 (2) (2022)
Adilson Vital Jr., Diego R. Amancio
A comparative analysis of local similarity metrics and machine learning approaches: application to link prediction in author citation networks. Scientometrics 127 (10) (2022)
Giovana D. da Silva, Filipi Nascimento Silva, Henrique Ferraz de Arruda, Bárbara C. e Souza, Luciano da F. Costa, Diego R. Amancio
Using Full-Text Content to Characterize and Identify Best Seller Books. CoRR (2022)
Jorge A. V. Tohalino, Thiago C. Silva, Diego R. Amancio
Using virtual edges to extract keywords from texts modeled as complex networks. CoRR (2022)
Lucas Guerreiro, Filipi Nascimento Silva, Diego R. Amancio
Classification of network topology and dynamics via sequence characterization. CoRR (2022)
Lucas Guerreiro, Filipi Nascimento Silva, Diego R. Amancio
A comparative analysis of knowledge acquisition performance in complex networks. Inf. Sci. 555 (2021)
Ana C. M. Brito, Filipi Nascimento Silva, Henrique Ferraz de Arruda, Cesar H. Comin, Diego R. Amancio, Luciano da F. Costa
Classification of abrupt changes along viewing profiles of scientific articles. J. Informetrics 15 (2) (2021)
Felipe L. Gewers, Gustavo R. Ferreira, Henrique Ferraz de Arruda, Filipi Nascimento Silva, Cesar H. Comin, Diego R. Amancio, Luciano da Fontoura Costa
Principal Component Analysis: A Natural Approach to Data Exploration. ACM Comput. Surv. 54 (4) (2021)
Jorge A. V. Tohalino, Diego R. Amancio
On predicting research grants productivity. CoRR (2021)
Jorge A. V. Tohalino, Laura V. C. Quispe, Diego R. Amancio
Analyzing the relationship between text features and grants productivity. Scientometrics 126 (5) (2021)
Ana C. M. Brito, Filipi Nascimento Silva, Diego R. Amancio
Associations between author-level metrics in subsequent time periods. J. Informetrics 15 (4) (2021)
Adilson Vital Jr., Diego R. Amancio
A comparative analysis of local network similarity measurements: application to author citation networks. CoRR (2021)
Henrique Ferraz de Arruda, Sandro M. Reia, Filipi Nascimento Silva, Diego R. Amancio, Luciano da F. Costa
A pattern recognition approach for distinguishing between prose and poetry. CoRR (2021)
Ana C. M. Brito, Filipi Nascimento Silva, Diego R. Amancio
Analyzing the influence of prolific collaborations on authors productivity and visibility. CoRR (2021)
Jorge A. V. Tohalino, Diego R. Amancio
Language Networks: a Practical Approach. CoRR (2020)
Ana C. M. Brito, Filipi Nascimento Silva, Henrique Ferraz de Arruda, Cesar H. Comin, Diego R. Amancio, Luciano da F. Costa
How are scientific works viewed? CoRR (2020)
Xiomara S. Q. Chacón, Thiago C. Silva, Diego R. Amancio
Comparing the impact of subfields in scientific journals. CoRR (2020)
Laura V. C. Quispe, Jorge A. V. Tohalino, Diego R. Amancio
Using word embeddings to improve the discriminability of co-occurrence text networks. CoRR (2020)
Ana C. M. Brito, Filipi Nascimento Silva, Diego R. Amancio
Associations between author-level metrics in subsequent time periods. CoRR (2020)
Thiago C. Silva, Diego R. Amancio, Benjamin Miranda Tabak
Modeling Economic Networks with Firm-to-Firm Wire Transfers. CoRR (2020)
Lucas Guerreiro, Filipi Nascimento Silva, Diego R. Amancio
A comparative analysis of knowledge acquisition performance in complex networks. CoRR (2020)
Xiomara S. Q. Chacón, Thiago C. Silva, Diego R. Amancio
Comparing the impact of subfields in scientific journals. Scientometrics 125 (1) (2020)
Jorge A. V. Tohalino, Laura V. C. Quispe, Diego R. Amancio
Analyzing the relationship between text features and research proposal success. CoRR (2020)
Edilson Anselmo Corrêa Jr., Vanessa Q. Marinho, Diego R. Amancio
Semantic flow in language networks. CoRR (2019)
Henrique Ferraz de Arruda, Vanessa Q. Marinho, Luciano da F. Costa, Diego R. Amancio
Paragraph-based representation of texts: A complex networks approach. Inf. Process. Manag. 56 (3) (2019)
Henrique Ferraz de Arruda, Vanessa Q. Marinho, Luciano da F. Costa, Diego R. Amancio
Paragraph-based complex networks: application to document classification and authenticity verification. CoRR (2018)
Edilson Anselmo Corrêa Júnior, Alneu de Andrade Lopes, Diego R. Amancio
Word sense disambiguation: A complex network approach. Inf. Sci. (2018)
Felipe L. Gewers, Gustavo R. Ferreira, Henrique Ferraz de Arruda, Filipi Nascimento Silva, Cesar H. Comin, Diego R. Amancio, Luciano da F. Costa
Principal Component Analysis: A Natural Approach to Data Exploration. CoRR (2018)
Edilson Anselmo Corrêa Jr., Diego R. Amancio
Word sense induction using word embeddings and community detection in complex networks. CoRR (2018)
Thales S. Lima, Henrique Ferraz de Arruda, Filipi Nascimento Silva, Cesar H. Comin, Diego R. Amancio, Luciano da F. Costa
The Dynamics of Knowledge Acquisition via Self-Learning in Complex Networks. CoRR (2018)
Camilo Akimushkin, Diego R. Amancio, Osvaldo N. Oliveira Jr.
On the role of words in the network structure of texts: application to authorship attribution. CoRR (2017)
Vanessa Q. Marinho, Henrique Ferraz de Arruda, Thales S. Lima, Luciano da F. Costa, Diego R. Amancio
On the "Calligraphy" of Books. CoRR (2017)
Henrique Ferraz de Arruda, Vanessa Q. Marinho, Thales S. Lima, Diego R. Amancio, Luciano da F. Costa
An Image Analysis Approach to the Calligraphy of Books. CoRR (2017)
Jorge Valverde Tohalino, Diego R. Amancio
Extractive Multi-document Summarization Using Multilayer Networks. CoRR (2017)
Henrique Ferraz de Arruda, Filipi Nascimento Silva, Luciano da F. Costa, Diego R. Amancio
Knowledge acquisition: A Complex networks approach. Inf. Sci. 421 (2017)
Vanessa Q. Marinho, Graeme Hirst, Diego R. Amancio
Labelled network motifs reveal stylistic subtleties in written texts. CoRR (2017)
Leandro Borges dos Santos, Edilson Anselmo Corrêa Júnior, Osvaldo N. Oliveira Jr., Diego R. Amancio, Leticia Lessa Mansur, Sandra M. Aluísio
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts. CoRR (2017)
Edilson Anselmo Corrêa Júnior, Filipi Nascimento Silva, Luciano da F. Costa, Diego R. Amancio
Patterns of authors contribution in scientific manuscripts. J. Informetrics 11 (2) (2017)
Leandro Borges dos Santos, Edilson Anselmo Corrêa Júnior, Osvaldo N. Oliveira Jr., Diego R. Amancio, Leticia Lessa Mansur, Sandra M. Aluísio
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts. ACL (1) (2017)
Jorge Valverde Tohalino, Diego R. Amancio
Extractive Multi Document Summarization using Dynamical Measurements of Complex Networks. CoRR (2017)
Henrique Ferraz de Arruda, Filipi Nascimento Silva, Cesar H. Comin, Diego R. Amancio, Luciano da Fontoura Costa
Network Information Science. CoRR (2017)
Henrique Ferraz de Arruda, Filipi Nascimento Silva, Luciano da Fontoura Costa, Diego R. Amancio
Knowledge Acquisition: A Complex Networks Approach. CoRR (2017)
Edilson Anselmo Corrêa Júnior, Filipi Nascimento Silva, Luciano da Fontoura Costa, Diego R. Amancio
Patterns of authors contribution in scientific manuscripts. CoRR (2016)
Mayra Z. Rodriguez, Cesar H. Comin, Dalcimar Casanova, Odemir M. Bruno, Diego R. Amancio, Francisco Aparecido Rodrigues, Luciano da F. Costa
Clustering Algorithms: A Comparative Approach. CoRR (2016)
Vanessa Q. Marinho, Graeme Hirst, Diego R. Amancio
Authorship attribution via network motifs identification. CoRR (2016)
Edilson Anselmo Corrêa Júnior, Alneu de Andrade Lopes, Diego R. Amancio
Word sense disambiguation via bipartite representation of complex networks. CoRR (2016)
Filipi Nascimento Silva, Diego R. Amancio, Maria Bardosova, Luciano da F. Costa, Osvaldo N. Oliveira Jr.
Using network science and text analytics to produce surveys in a scientific topic. J. Informetrics 10 (2) (2016)
Camilo Akimushkin, Diego R. Amancio, Osvaldo N. Oliveira Jr.
Text authorship identified using the dynamics of word co-occurrence networks. CoRR (2016)
Henrique Ferraz de Arruda, Filipi Nascimento Silva, Vanessa Q. Marinho, Diego R. Amancio, Luciano da Fontoura Costa
Mesoscopic representation of texts as complex networks. CoRR (2016)
Jeaneth Machicao, Edilson Anselmo Corrêa Júnior, Gisele Helena Barboni Miranda, Diego R. Amancio, Odemir M. Bruno
Authorship Attribution Based on Life-Like Network Automata. CoRR (2016)
Diego R. Amancio, Osvaldo N. Oliveira Jr., Luciano da Fontoura Costa
Topological-collaborative approach for disambiguating authors' names in collaborative networks. Scientometrics 102 (1) (2015)
Diego R. Amancio, Filipi Nascimento Silva, Luciano da F. Costa
Concentric network symmetry grasps authors' styles in word adjacency networks. CoRR (2015)
Diego R. Amancio
Comparing the topological properties of real and artificially generated scientific manuscripts. Scientometrics 105 (3) (2015)
Diego R. Amancio
Comparing the writing style of real and artificial papers. CoRR (2015)
Diego R. Amancio
Network analysis of named entity interactions in written texts. CoRR (2015)
Henrique Ferraz de Arruda, Luciano da Fontoura Costa, Diego R. Amancio
Classifying informative and imaginative prose using complex networks. CoRR (2015)
Diego R. Amancio
Authorship recognition via fluctuation analysis of network topology and word intermittency. CoRR (2015)
Henrique Ferraz de Arruda, Luciano da Fontoura Costa, Diego R. Amancio
Topic segmentation via community detection in complex networks. CoRR (2015)
Filipi Nascimento Silva, Diego R. Amancio, Maria Bardosova, Osvaldo N. Oliveira Jr., Luciano da Fontoura Costa
Using network science and text analytics to produce surveys in a scientific topic. CoRR (2015)
Diego R. Amancio
A complex network approach to stylometry. CoRR (2015)
Diego R. Amancio
Probing the topological properties of complex networks modeling short written texts. CoRR (2014)
Diego R. Amancio
A perspective on the advancement of natural language processing tasks via topological analysis of complex networks. CoRR (2014)
Thiago C. Silva, Diego R. Amancio
Network-based stochastic competitive learning approach to disambiguation in collaborative networks CoRR (2013)
Thiago C. Silva, Diego R. Amancio
Word sense disambiguation via high order of learning in complex networks CoRR (2013)
Diego R. Amancio, Osvaldo N. Oliveira Jr., Luciano da Fontoura Costa
Unveiling the relationship between complex networks metrics and word senses CoRR (2013)
Thiago C. Silva, Diego R. Amancio
Discriminating word senses with tourist walks in complex networks. CoRR (2013)
Diego R. Amancio, Osvaldo N. Oliveira Jr., Luciano da F. Costa
Fast community unfolding via sampling processes in complex networks. CoRR (2013)
Diego R. Amancio, Osvaldo N. Oliveira Jr., Luciano da F. Costa
Topological-collaborative approach for disambiguating authors' names in collaborative networks. CoRR (2013)
Diego R. Amancio, Osvaldo N. Oliveira Jr., Luciano da F. Costa
Identification of Literary Movements Using Complex Networks to Represent Texts CoRR (2013)
Diego R. Amancio, Osvaldo N. Oliveira Jr., Luciano da Fontoura Costa
Three-feature model to reproduce the topology of citation networks and the effects from authors' visibility on their h-index CoRR (2013)
Diego R. Amancio, Cesar H. Comin, Dalcimar Casanova, Gonzalo Travieso, Odemir Martinez Bruno, Francisco Aparecido Rodrigues, Luciano da F. Costa
A systematic comparison of supervised classifiers. CoRR (2013)
Matheus P. Viana, Diego R. Amancio, Luciano da F. Costa
On time-varying collaboration networks. J. Informetrics 7 (2) (2013)
Diego R. Amancio, Sandra M. Aluísio, Osvaldo N. Oliveira Jr., Luciano da Fontoura Costa
Complex networks analysis of language complexity CoRR (2013)
Diego R. Amancio, Osvaldo N. Oliveira Jr., Luciano da Fontoura Costa
On the use of topological features and hierarchical characterization for disambiguating names in collaborative networks CoRR (2013)
Diego R. Amancio, Osvaldo N. Oliveira Jr., Luciano da F. Costa
Structure-semantics interplay in complex networks and its effects on the predictability of similarity in texts CoRR (2013)
Diego R. Amancio, Osvaldo N. Oliveira Jr., Luciano da Fontoura Costa
Using Complex Networks to Quantify Consistency in the Use of Words CoRR (2013)
Matheus P. Viana, Diego R. Amancio, Luciano da Fontoura Costa
On time-varying collaboration networks CoRR (2013)
Diego R. Amancio, Eduardo G. Altmann, Diego Rybski, Osvaldo N. Oliveira Jr., Luciano da F. Costa
Probing the statistical properties of unknown texts: application to the Voynich Manuscript CoRR (2013)
Diego R. Amancio, Osvaldo N. Oliveira Jr., Luciano da Fontoura Costa
Three-feature model to reproduce the topology of citation networks and the effects from authors' visibility on their h-index. J. Informetrics 6 (3) (2012)
Diego R. Amancio, Maria das Graças Volpe Nunes, Osvaldo N. Oliveira Jr., Luciano da F. Costa
Using complex networks concepts to assess approaches for citations in scientific papers. Scientometrics 91 (3) (2012)
Diego R. Amancio, Eduardo G. Altmann, Osvaldo N. Oliveira Jr., Luciano da Fontoura Costa
Comparing intermittency and network measurements of words and their dependency on authorship CoRR (2011)
Diego R. Amancio, Renato Fabbri, Osvaldo N. Oliveira Jr., Maria das Graças Volpe Nunes, Luciano da Fontoura Costa
Opinion Discrimination Using Complex Network Features. CompleNet (2010)