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

arXiv: abs/2103.13946

​

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.

arXiv: abs/2205.02172

​

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

arXiv: abs/2106.10700

​

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.

arXiv: abs/2201.06665

​

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.

arXiv: abs/2112.06607

​

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

arXiv: abs/2001.06889

​

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

arXiv: abs/2005.08254​

​

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

doi: 10.1162/qss_a_00070

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"

- Jornal da USP

- Rádio CBN

​

​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.

doi: 10.1093/comnet/cnx023

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.

doi: 10.1093/comnet/cnx047

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):

- University of São Paulo

​

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 

- Technological Innovation

*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.

doi: 10.1109/BRACIS.2016.071 

​

29. "Probing the topological properties of complex

networks modeling short written texts".

AMANCIO D.R.

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.

doi: 10.5194/npg-21-1127-2014

​

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:

- Motherboard

- FAPESP video

- FAPESP page (in Portuguese)

- Estado de Minas

- Correio Braziliense

​

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:

- Phys.org

- Springer

- EurekAlert.org

- Science Daily

- EPJ.org

​

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

​