IRecent Publications:
65. "Text characterization based on recurrence networks".
Souza B.C., Silva F.N., Arruda H.F., Silva G.D., Costa L.F. and AMANCIO D.R.
Information Sciences 641, 119124, 2023.
doi: 10.1016/j.ins.2023.119124
64. "Analyzing the influence of prolific collaborations on authors productivity and visibility"
Brito A.C.M, Silva F.N. and AMANCIO D.R.
Scientometrics 128 (4), 2471-2487, 2023.
doi: 10.1007/s11192-023-04669-7
​
69. "A comparative analysis of local similarity metrics and machine learning
approaches: application to link prediction in author citation networks".
Vital A. and AMANCIO D.R.
Scientometrics v. 127, 6011 - 6028, 2022.
doi: 10.1007/s11192-022-04484-6
​
68. "Using virtual edges to extract keywords from texts modeled as complex networks".
Tohalino J.A.V., Silva T.C. and AMANCIO D.R.
Manuscript under review, 2022.
​
67. "Finding contrasting patterns in rhythmic properties between prose and poetry."
Arruda H.F., Reia S.M., Silva F.N., AMANCIO D.R. and Costa L.F.
Physica A v. 598, 127387, 2022.
doi: 10.1016/j.physa.2022.127387
arXiv: abs/2107.08512
​
66. "On predicting research grants productivity via machine learning".
Tohalino J.A.V. and AMANCIO D.R.
Journal of Informetrics 16(2), 101260, 2022.
doi: 10.1016/j.joi.2022.101260
​
63. "Modeling supply-chain networks with firm-to-firm wire transfers".
Silva T.C., AMANCIO D.R and Tabak B.M.
Expert Systems with Applications v. 190, 116162, 2022.
doi: 10.1016/j.eswa.2021.116162
​
62. "Principal Component Analysis: a natural approach to data exploration."
Gewers F., Ferreira G.R., Arruda H.F., Silva F.N., Comin C.H., AMANCIO D.R. and Costa L.F.
ACM Computing Surveys (CSUR), 54(4) 1-34, 2021.
doi: 10.1145/3447755
arXiv: abs/1804.02502
​
61. "Analyzing the relationship between
text features and research proposal productivity"
Tohalino J.A.V., Quispe L.V.C. and AMANCIO D.R.
Scientometrics v. 26, 4255–4275, 2021.
doi: 10.1007/s11192-021-03926-x
​
60. " Financial literacy and the perceived value of stress
testing: an experiment using students in Brazil".
Silva T.C., Braz T., AMANCIO D.R. and Tabak B.M.
Emerging Markets Finance and Trade, 1-32, 2021.
doi: 10.1080/1540496X.2020.1856070
​
59. "Associations between author-level metrics in subsequent time periods".
Brito A.C.M, Silva F.N. and AMANCIO D.R.
Journal of Informetrics v. 15 (4), 101218, 2021.
arXiv: abs/2011.12479
doi: 10.1016/j.joi.2021.101218
-
58. "A comparative analysis of knowledge
acquisition performance in complex networks".
Guerreiro L., Silva F.N. and AMANCIO D.R.
Information Sciences, v. 555, p. 46-57, 2021.
arXiv: abs/2007.12028
doi: 10.1016/j.ins.2020.12.060
57. "Classification of abrupt changes along viewing profiles of scientific articles"
Brito A.C.M., Silva F.N., Arruda H.F., Comin C.H, AMANCIO D.R. and Costa L.F.
Journal of Informetrics v. 15 (2) 101158, 2021.
arXiv: abs/2005.04512
doi: 10.1016/j.joi.2021.101158
​
56. "Semantical flow in language networks discriminates
texts by genre and publication date".
Corrêa Jr. E.A., Marinho V.Q. and AMANCIO D.R.
Physica A, v. 557, p. 124895, 2020.
arXiv: abs/1905.07595
doi: 10.1016/j.physa.2020.124895
​
55. "Recency predicts bursts in the evolution of author citations".
Silva F.N., Tandon A., AMANCIO D.R., Flammini A., Menczer F., Milojevic S. and Fortunato S.
Quantitative Science Studies, p. 1-13, 2020.
arXiv: abs/1911.11926
Video abstract: youtu.be/DqssU1uhBsU
​
54. "Using word embeddings to improve the
discriminability of co-occurrence text networks".
Quispe L.V.C., Tohalino J.A.V. and AMANCIO D.R.
Physica A 562, 25344 (2021).
arXiv: abs/2003.06279
doi: 10.1016/j.physa.2020.125344
-
53. "Complex systems: features, similarity and connectivity".
Comin C.H., Peron T.K.D., Silva F.N., AMANCIO D.R., Rodrigues F.A. and Costa L.F.
Physics Reports v. 861, p. 1-41, 2020.
arXiv: abs/1606.05400
doi: 10.1016/j.physrep.2020.03.002
​
52. "A complex network approach to political analysis:
application to the Brazilian Chamber of Deputies".
Brito A.C.M, Silva F.N. and AMANCIO D.R.
PLoS ONE 15(3): e0229928, 2020.
arXiv: abs/1909.02346
doi: 10.1371/journal.pone.0229928
*Network visualization here
Video abstract: youtu.be/a3loxDXD_qQ
Media coverage (in Portuguese):
"Modelo matemático busca entender comportamento
dos partidos políticos no Congresso"
​
​51. "Overconfidence and the 2D:4D ratio".
Silva E.B., Silva T.C., Constantino M., AMANCIO D.R and Tabak B.M.
Journal of Behavioral and Experimental Finance, v. 25, p. 100278, 2020.
doi: 10.1016/j.jbef.2020.100278
​
50. "Comparing the impact of subfields in scientific journals".
Chacon X.S.Q., Silva T.C. and AMANCIO D.R.
Scientometrics (in Press), 2020.
arXiv: abs/2001.04244
doi: 10.1007/s11192-020-03651-x
​
49. "Word sense induction using word embeddings
and community detection in complex networks."
Corrêa Jr. E.A. and AMANCIO D.R.
Physica A, v. 523, p. 180-190, 2019.
arXiv: abs/1803.08476
doi: 10.1016/j.physa.2019.02.032
​
48. "Paragraph-based complex networks: application to
document classification and authenticity verification."
Arruda H.F, Marinho V.Q., Costa L.F. and AMANCIO D.R.
Information Processing & Management, v. 56 (3), 479-494, 2019.
arXiv: abs/1806.08467
doi: 10.1016/j.ipm.2018.12.008
​
47. "Clustering algorithms: a comparative approach."
Rodriguez M., Comin C.H., Casanova D., Bruno O.M., AMANCIO D.R. et al.
PLoS ONE, 14(1) e0210236, 2019.
arXiv: abs/1612.08388.
doi: 10.1371/journal.pone.0210236
​
46. "Connecting network science and information theory".
Arruda H.F., Silva F.N., Comin C.H., AMANCIO D.R. and Costa L.F.
Physica A, v. 515, p. 641-648, 2019.
doi: 10.1016/j.physa.2018.10.005
arXiv: abs/1704.03091​
​
45. "The dynamics of knowledge acquisition via self-learning in complex networks".
Lima T.S., Arruda H.F., Silva F.N., Comin C.H., AMANCIO D.R. and Costa L.F.
Chaos (Woodbury, N.Y.) v. 28, 083106, 2018.
doi: 10.1063/1.5027007
arXiv: abs/1802.09337
​
44. "Representation of texts as complex networks: a mesoscopic approach."
Arruda H.F., Silva F.N., Marinho V.Q., AMANCIO D.R. and Costa L.F.
Journal of Complex Networks, v. 6, p. 125-144, 2018.
arXiv: abs/1606.09636
​
43. "Word sense disambiguation: a complex network approach."
Corrêa Jr. E.A., Lopes A.A. and AMANCIO D.R.
Information Sciences, v. 442, p. 103-113, 2018.
doi: 10.1016/j.ins.2018.02.047
arXiv: abs/1606.07950
*Funded by Google Research Awards
​
42. "Labelled network subgraphs reveal stylistic subtleties in written texts".
Marinho V.Q., Hirst G. and AMANCIO D.R.
Journal of Complex Networks, v. 6(4), p. 620–638, 2018.
arXiv: abs/1705.00545
​
41. "Extractive multi-document summarization using multilayer networks."
Tohalino J.V. and AMANCIO D.R.
Physica A, v. 503, p. 526-539, 2018.
doi: 10.1016/j.physa.2018.03.013
arXiv: abs/1711.02608
​
40. "Authorship attribution based on life-like network automata".
Machicao J., Correa Jr. E.A., Miranda G.H.B., AMANCIO D.R. and Bruno O.M.
PLoS ONE, v. 13, p. e0193703, 2018.
doi: 10.1371/journal.pone.0193703
arXiv: abs/1610.06498
*Media coverage (in Portuguese):
​
39. "An image analysis approach to text analytics based on complex networks".
Arruda H.F., Marinho V.Q., Lima T.S., AMANCIO D.R. and Costa L.F.
Physica A, v. 510, p. 110-120, 2018.
doi: 10.1016/j.physa.2018.06.110
arXiv: abs/1708.07265
*Media coverage:
- MIT Technology Review: "On the 'calligraphy' of books"
​
38. "Text authorship identified using the dynamics of word co-occurrence networks".
Akimushikin C.V., AMANCIO D.R. and Oliveira Jr. O.N.
PLoS ONE, v. 12, p. e0170527, 2017.
doi: 10.1371/journal.pone.0170527
arXiv: abs/1608.01965
​
37. "Enriching complex networks with word embeddings for
detecting mild cognitive impairment from speech transcripts".
Santos L., Corrêa Jr. E.A., Oliveira Jr. O.N., AMANCIO D.R. et AL.
Proceedings of the 55th Annual Meeting of ACL, p. 1284, 2017.
doi: 10.18653/v1/P17-1118
​
36. "Patterns of authors contribution in scientific manuscripts".
Corrêa Jr. E.A., Silva F.N., Costa L.F. and AMANCIO D.R.
Journal of Informetrics, v. 11, p. 498-510, 2017.
doi: 10.1016/j.joi.2017.03.003
arXiv: abs/1609.05545
​
35. "Knowledge acquisition: a complex networks approach."
Arruda H.F., Silva F.N., Costa L.F. and AMANCIO D.R.
Information Sciences, v. 421C, p. 154-166, 2017.
doi: 10.1016/j.ins.2017.08.091
arXiv: abs/1703.03366
​
34. "On the role of words in the network structure of texts".
Akimushikin C.V., AMANCIO D.R. and Oliveira Jr. O.N.
Physica A, v. 495, p. 49-58, 2017.
doi: 10.1016/j.physa.2017.12.054
arXiv: abs/1705.04187
​
33. "Using complex networks for text classification:
discriminating informative and imaginative documents".
Arruda H.F., Costa L.F. and AMANCIO D.R.
EPL (Europhysics Letters), v. 113, p. 28007, 2016.
doi: 10.1209/0295-5075/113/28007
arXiv: abs/1507.07826
​
32. "Using network science and text analytics to produce surveys in a scientific topic".
Silva F.N., AMANCIO D.R., Bardosova M., Costa L.F. and Oliveira Jr. O.N.
Journal of Informetrics, v. 10, p. 487-502, 2016.
doi: 10.1016/j.joi.2016.03.008
arXiv: abs/1507.07826
*Media coverage (in Portuguese):
- São Paulo Research Foundation
*Supplementary Material:
- Visualization of scientific fields
​
31. "Topic segmentation via community detection in complex networks."
Arruda H.F., Costa L.F. and AMANCIO D.R.
Chaos (Woodbury, N.Y.), v. 26, p. 063120, 2016.
doi: 10.1063/1.4954215
arXiv: abs/1512.01384
​
30. "Network analysis of named entity co-occurrences in written texts".
AMANCIO D.R.
EPL (Europhysics Letters), v. 114, p. 58005, 2016.
doi: 10.1209/0295-5075/114/58005
arXiv: abs/1509.05281
​
--- . "Authorship attribution via network motifs identification".
Marinho V.Q., Hirst G. and AMANCIO D.R.
5th Brazilian Conference on Intelligent Systems, 2016.
​
29. "Probing the topological properties of complex
networks modeling short written texts".
PLoS ONE, v. 10, p. e0118394, 2015.
doi: 10.1371/journal.pone.0118394
arXiv: abs/1412.8504
​
28. "Authorship recognition via fluctuation analysis
of network topology and word intermittency."
AMANCIO D.R.
Journal of Statistical Mechanics, p. P03005, 2015.
doi: 10.1088/1742-5468/2015/03/P03005
arXiv: abs/1502.01245
​
27. "A complex network approach to stylometry".
AMANCIO D.R.
PLoS ONE, v. 10, p. e0136076, 2015.
doi: 10.1371/journal.pone.0136076
arXiv: abs/1506.09107
​
26. "Concentric network symmetry grasps authors'
styles in word adjacency networks".
AMANCIO D.R., Silva F.N. and Costa L.F.
EPL (Europhysics Letters), v. 110, p. 68001, 2015.
doi: 10.1209/0295-5075/110/68001
arXiv: abs/1504.02162
​
25. "Comparing the topological properties of real
and artificially generated scientific manuscripts."
AMANCIO D.R.
Scientometrics, v. 105, p. 1763-1779, 2015.
doi: 10.1007/s11192-015-1637-z
arXiv: abs/1506.05702
​
24. "Robustness of community structure to node removal."
AMANCIO D.R., Oliveira Jr. O.N. and Costa L.F.
Journal of Statistical Mechanics, p. P03003, 2015.
doi: 10.1088/1742-5468/2015/03/P03003
arXiv: abs/1308.6295
​
23. "A systematic comparison of supervised classifiers."
AMANCIO D.R. et al.
PLoS ONE, v. 9, p. e94137, 2014.
doi: 10.1371/journal.pone.0094137
arXiv: abs/1311.0202
​
22. "A perspective on the advancement of natural language
processing tasks via topological analysis of complex networks".
AMANCIO D.R.
Physics of Life Reviews, v. 11, p. 641-643, 2014.
doi: 10.1016/j.plrev.2014.07.010
arXiv: abs/1412.1342
*Invited comment on "Approaching human
language with complex networks"
​
21. "Correlations between climate network and relief data".
Peron T.K.D., Comin C.H., AMANCIO D.R., et al.
Nonlinear Processes in Geophysics, v. 21, p. 1127-1132, 2014.
​
20. "Topological-collaborative approach for
disambiguating authors' names in collaborative networks".
AMANCIO D.R., Oliveira Jr. O.N. and Costa L.F.
Scientometrics, v. 102, p. 465-485, 2014.
doi: 10.1007/s11192-014-1381-9
arXiv: abs/1311.1266
​
19. "On time-varying collaboration networks".
Viana M.P., AMANCIO D.R. and Costa L.F.
Journal of Informetrics, v. 7, p. 371-378, 2013.
doi: 10.1016/j.joi.2012.12.005
arXiv: abs/1302.4092
​
18. "Network-based stochastic competitive learning
approach to disambiguation in collaborative networks."
Silva T.C. and AMANCIO D.R.
Chaos (Woodbury, N.Y.), v. 23, p. 013139, 2013.
doi: 10.1063/1.4794795
arXiv: abs/1303.0344
​
17. "Probing the statistical properties of unknown
texts: application to the Voynich manuscript."
AMANCIO D.R., Altmann E.G., Rybski D. et al.
PLoS ONE, v. 8, p. e67310, 2013.
doi: 10.1371/journal.pone.0067310
arXiv: abs/1303.0347
*Media coverage:
- FAPESP page (in Portuguese)
​
16. "Discriminating word senses with tourist walks in complex networks".
Silva T.C. and AMANCIO D.R.
The European Physical Journal B, v. 86, p. 297, 2013.
doi: 10.1140/epjb/e2013-40025-4
arXiv: abs/1306.3920
*Editor's highlight
*Media coverage:
​
15. "Using complex networks to quantify consistency in the use of words".
AMANCIO D.R., Oliveira Jr. O.N. and Costa L.F.
Journal of Statistical Mechanics, p. P01004, 2012.
doi: 10.1088/1742-5468/2012/01/P01004
arXiv: abs/1302.4107
​
14. "Extractive summarization using
complex networks and syntactic dependency".
AMANCIO D.R., Nunes M.G.V., Oliveira Jr. O.N. and Costa L.F.
Physica A, v. 391, p. 1855-1864, 2012.
doi: 10.1016/j.physa.2011.10.015
​
13. "Using complex networks concepts to
assess approaches for citations in scientific papers".
AMANCIO D.R., Nunes M.G.V., Oliveira Jr. O.N. and Costa L.F.
Scientometrics, v. 90, p. 2, 2012.
doi: 10.1007/s11192-012-0630-z
​
12. "Three-feature model to reproduce the topology of citation
networks and the effects from authors visibility on their h-index"
AMANCIO D.R., Oliveira Jr. O.N. and Costa L.F.
Journal of Informetrics, v. 6, p. 427-434, 2012.
doi: 10.1016/j.joi.2012.02.005
arXiv: abs/1302.4095
​
11. "Unveiling the relationship between
complex networks metrics and word senses."
AMANCIO D.R., Oliveira Jr. O.N. and Costa L.F.
EPL (Europhysics Letters), v. 98, p. 18002, 2012.
doi: 10.1209/0295-5075/98/18002
arXiv: abs/1302.4465
​
10. "Identification of literary movements
using complex networks to represent texts".
AMANCIO D.R., Oliveira Jr. O.N. and Costa L.F.
New Journal of Physics, v. 14, p. 043029, 2012.
doi: 10.1088/1367-2630/14/4/043029
arXiv: abs/1302.4099
​
9. "Structure semantics interplay in complex networks
and its effects on the predictability of similarity in texts."
AMANCIO D.R., Oliveira Jr. O.N. and Costa L.F.
Physica A, v. 391, p. 4406-4419, 2012.
doi: 10.1016/j.physa.2012.04.011
arXiv: abs/1303.0350
​
8. "Word sense disambiguation via high
order of learning in complex networks."
Silva T.C. and AMANCIO, D. R.
EPL (Europhysics Letters), v. 98, p. 58001, 2012.
doi: 10.1209/0295-5075/98/58001
arXiv: abs/1302.4471
​
7. "On the use of topological features and hierarchical
characterization for disambiguating names in collaborative networks."
AMANCIO D.R., Oliveira Jr. O.N. and Costa L.F.
EPL (Europhysics Letters), v. 99, p. 48002, 2012.
doi: 10.1209/0295-5075/99/48002
arXiv: abs/1302.4504
​
6. "A decaying factor accounts for contained activity in neuronal
networks with no need of hierarchical or modular organization."
AMANCIO D.R., Oliveira Jr. O.N. and Costa L.F.
Journal of Statistical Mechanics, p. P11018, 2012.
doi: 10.1088/1742-5468/2012/11/P11018
arXiv: abs/1209.5411
​
5. "Complex networks analysis of language complexity."
AMANCIO D.R., Aluisio S.M., Oliveira Jr. O.N. and Costa L.F.
EPL (Europhysics Letters),, v. 100, p. 58002, 2012.
doi: 10.1209/0295-5075/100/58002
arXiv: abs/1302.4490
​
4. "Using metrics from complex
networks to evaluate machine translation".
AMANCIO D.R. et al.
Physica A, v. 390, p. 131-142, 2011.
doi: 10.1016/j.physa.2010.08.052
​
3. "On the concepts of complex networks to
quantify the difficulty in finding the way out of labyrinths".
AMANCIO D.R., Oliveira Jr. O.N. and Costa L.F.
Physica A, v. 390, p. 4673-4683, 2011.
doi: 10.1016/j.physa.2011.06.079
​
2. "Comparing intermittency and network
measurements of words and their dependence on authorship."
AMANCIO D.R., Altmann E.G., Oliveira Jr. O.N. and Costa L.F.
New Journal of Physics, v. 13, p. 123024, 2011.
doi: 10.1088/1367-2630/13/12/123024
arXiv: abs/1112.6045
​
1. "Complex network analysis of manual and machine translations".
AMANCIO D.R. et al.
International Journal of Modern Physics C, v. 19, p. 583, 2008.
doi: 10.1142/S0129183108012285
​
ISelected Publications:
"Principal Component Analysis: a natural approach to data exploration."
Gewers F., Ferreira G.R., Arruda H.F., Silva F.N., Comin C.H., AMANCIO D.R. and Costa L.F.
ACM Computing Surveys (CSUR), 54(4) 1-34, 2021.
doi: 10.1145/3447755
arXiv: abs/1804.02502
​
"Complex systems: features, similarity and connectivity".
Comin C.H., Peron T.K.D., Silva F.N., AMANCIO D.R., Rodrigues F.A. and Costa L.F.
Physics Reports v. 861, p. 1-41, 2020.
arXiv: abs/1606.05400
doi: 10.1016/j.physrep.2020.03.002
​
"Clustering algorithms: a comparative approach."
Rodriguez M., Comin C.H., Casanova D., Bruno O.M., AMANCIO D.R. et al.
PLoS ONE, 14(1) e0210236, 2019.
arXiv: abs/1612.08388.
doi: 10.1371/journal.pone.0210236
"Patterns of authors contribution in scientific manuscripts".
Corrêa Jr. E.A., Silva F.N., Costa L.F. and AMANCIO D.R.
Journal of Informetrics, v. 11, p. 498-510, 2017.
doi: 10.1016/j.joi.2017.03.003
arXiv: abs/1609.05545
​
"Using network science and text analytics to produce surveys in a scientific topic".
Silva F.N., AMANCIO D.R., Bardosova M., Costa L.F. and Oliveira Jr. O.N.
Journal of Informetrics, v. 10, p. 487-502, 2016.
doi: 10.1016/j.joi.2016.03.008
arXiv: abs/1507.07826
*Media coverage (in Portuguese):
- São Paulo Research Foundation
*Supplementary Material:
- Visualization of scientific fields
​
"A systematic comparison of supervised classifiers."
AMANCIO D.R. et al.
PLoS ONE, v. 9, p. e94137, 2014.
doi: 10.1371/journal.pone.0094137
arXiv: abs/1311.0202