List of publications
This list of publications encompasses mostly journal papers. For a full list of papers and impact metrics, please refer to both Google Scholar and ResearcherID pages.
IRecent Publications:
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, 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
65. "Text characterization based on recurrence networks".
Souza B.C., Silva F.N., Arruda H.F., Costa L.F. and AMANCIO D.R.
Manuscript under review, 2022.
64. "Analyzing the influence of prolific collaborations on authors productivity and visibility"
Brito A.C.M, Silva F.N. and AMANCIO D.R.
Manuscript under review, 2022.
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