Clustering algorithms: A comparative approach MZ Rodriguez, CH Comin, D Casanova, OM Bruno, DR Amancio, ... PloS one 14 (1), e0210236, 2019 | 577 | 2019 |
A systematic comparison of supervised classifiers DR Amancio, CH Comin, D Casanova, G Travieso, OM Bruno, ... PloS one 9 (4), e94137, 2014 | 277 | 2014 |
Principal component analysis: A natural approach to data exploration FL Gewers, GR Ferreira, HFD Arruda, FN Silva, CH Comin, DR Amancio, ... ACM Computing Surveys (CSUR) 54 (4), 1-34, 2021 | 242 | 2021 |
Using network science and text analytics to produce surveys in a scientific topic FN Silva, DR Amancio, M Bardosova, LF Costa, ON Oliveira Jr Journal of Informetrics 10 (2), 487-502, 2016 | 125 | 2016 |
A complex network approach to stylometry DR Amancio PloS one 10 (8), e0136076, 2015 | 102 | 2015 |
Patterns of authors contribution in scientific manuscripts EA Corrêa Jr, FN Silva, LF Costa, DR Amancio Journal of Informetrics 11 (2), 498-510, 2017 | 86 | 2017 |
Text authorship identified using the dynamics of word co-occurrence networks C Akimushkin, DR Amancio, ON Oliveira Jr PloS one 12 (1), e0170527, 2017 | 85 | 2017 |
Word sense disambiguation: A complex network approach EA Correa Jr, AA Lopes, DR Amancio Information Sciences 442, 103-113, 2018 | 84 | 2018 |
Probing the statistical properties of unknown texts: application to the Voynich manuscript DR Amancio, EG Altmann, D Rybski, ON Oliveira Jr, LF Costa PLoS One 8 (7), e67310, 2013 | 82 | 2013 |
Extractive multi-document summarization using multilayer networks JV Tohalino, DR Amancio Physica A: Statistical Mechanics and its Applications 503, 526-539, 2018 | 81 | 2018 |
Knowledge acquisition: A complex networks approach HF de Arruda, FN Silva, LF Costa, DR Amancio Information Sciences 421, 154-166, 2017 | 81 | 2017 |
Using complex networks for text classification: Discriminating informative and imaginative documents HF de Arruda, LF Costa, DR Amancio Europhysics Letters 113 (2), 28007, 2016 | 79 | 2016 |
Comparing the topological properties of real and artificially generated scientific manuscripts DR Amancio Scientometrics 105, 1763-1779, 2015 | 79 | 2015 |
Probing the topological properties of complex networks modeling short written texts DR Amancio PloS one 10 (2), e0118394, 2015 | 76 | 2015 |
Structure-semantics interplay in complex networks and its effects on the predictability of similarity in texts DR Amancio, ON Oliveira Jr, LF Costa Physica A: Statistical Mechanics and its Applications, 2012 | 69 | 2012 |
Complex networks analysis of manual and machine translations DR Amancio, L Antiqueira, TAS Pardo, L da F. COSTA, ON Oliveira Jr, ... International Journal of Modern Physics C 19 (04), 583-598, 2008 | 68 | 2008 |
Using complex networks concepts to assess approaches for citations in scientific papers DR Amancio, MGV Nunes, ON Oliveira Jr, L da F. Costa Scientometrics 91 (3), 827-842, 2012 | 64 | 2012 |
Extractive summarization using complex networks and syntactic dependency DR Amancio, MGV Nunes, ON Oliveira Jr, LF Costa Physica A: Statistical Mechanics and its Applications 391 (4), 1855-1864, 2012 | 63 | 2012 |
Identification of literary movements using complex networks to represent texts DR Amancio, ON Oliveira, L da Fontoura Costa New Journal of Physics 14 (4), 043029, 2012 | 62 | 2012 |
Comparing intermittency and network measurements of words and their dependence on authorship DR Amancio, EG Altmann, ON Oliveira, L da Fontoura Costa New Journal of Physics 13 (12), 123024, 2011 | 61 | 2011 |