Attainment gap; achievement gap; high-school; ethnic students

Rocha, Luis E.C. ORCID: https://orcid.org/0000-0001-9046-8739 and Nascimento, Luana de F. (2019) Assessing student’s achievement gaps between ethnic groups in Brazil. Journal of Intelligence, 7 (1):7. ISSN 2079-3200 (Online) (doi:10.3390/jintelligence7010007)

Consumer complaints, network science, machine learning

Rocha, L. E. C. ORCID: https://orcid.org/0000-0001-9046-8739 and Holme, P. (2010) The network organisation of consumer complaints. EPL (Europhysics Letters), 91 (2). ISSN 0295-5075 (Print), 1286-4854 (Online) (doi:10.1209/0295-5075/91/28005)

Data Visualization, Temporal Networks, Health

Linhares, Claudio D. G., Ponciano, Jean R., Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739, Paiva, Jose Gustavo de S. and Travencolo, Bruno A. N. (2017) Analise temporal de uma rede de contato hospitalar utilizando tecnicas de visualizacao de informacao. In: Anais of the 17º WIM - Workshop de Informática Médica. Sociedade Brasileira de Computacao.

Dynamic networks, Gillespie algorithm, Numerical simulation

Masuda, Naoki and Rocha, Luis E.C. ORCID: https://orcid.org/0000-0001-9046-8739 (2018) A gillespie algorithm for non-markovian stochastic processes. SIAM Review, 60 (1). pp. 95-115. ISSN 0036-1445 (Print), 1095-7200 (Online) (doi:10.1137/16M1055876)

Incomplete information, temporal networks

Holme, Petter and Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 (2017) Sensitivity to temporal and topological misinformation in predictions of epidemic outbreaks. In: Masuda, Naoki and Holme, Petter, (eds.) Temporal Network Epidemiology. Theoretical Biology (THBIO) . Springer, Singapore, pp. 43-55. ISBN 978-9811052866 ISSN 2522-0438 (doi:10.1007/978-981-10-5287-3_3)

Individual-based model, temporal networks, numerical methods

Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 and Masuda, Naoki (2016) Individual-based approach to epidemic processes on arbitrary dynamic contact networks. Scientific Reports, 6 (1):31456. ISSN 2045-2322 (Print), 1475-2743 (Online) (doi:10.1038/srep31456)

Public Health, Complex Systems, Cities, Scaling

Rocha, Luis E.C. ORCID: https://orcid.org/0000-0001-9046-8739, Thorson, Anna E. and Lambiotte, Renaud (2015) The non-linear health consequences of living in larger cities. Journal of Urban Health, 92 (5). pp. 785-799. ISSN 1099-3460 (Print), 1468-2869 (Online) (doi:10.1007/s11524-015-9976-x)

Random Walks, Page-Rank, Temporal Networks

Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 and Masuda, Naoki (2014) Random walk centrality for temporal networks. New Journal of Physics, 16 (6):063023. ISSN 1367-2630 (Online) (doi:10.1088/1367-2630/16/6/063023)

Random walks, dynamic networks, Systems

Delvenne, J.-C., Lambiotte, R. and Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 (2014) Lifetime of Transient Dynamics on Networks. In: 21st International Symposium on Mathematical Theory of Networks and Systems (MTNS 2014), July 7-11, 2014, Groningen, the Netherlands.

Respondent-sampling method, sampling, hard-to-reach population, social networks

Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739, Thorson, Anna E., Lambiotte, Renaud and Liljeros, Fredrik (2016) Respondent-driven sampling bias induced by community structure and response rates in social networks. Journal of the Royal Statistical Society: Series A (Statistics in Society), 180 (1). pp. 99-118. ISSN 0964-1998 (Print), 1467-985X (Online) (doi:10.1111/rssa.12180)

Social network analysis, organisational networks, business networks, network science, big data, ethics

Cronin, Bruce ORCID: https://orcid.org/0000-0002-3776-8924, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Correa Da Rocha, Luis ORCID: https://orcid.org/0000-0001-9046-8739, Zhu, Zhen ORCID: https://orcid.org/0000-0003-0258-1454, Pallotti, Francesca, Gorgoni, Sara, Conaldi, Guido ORCID: https://orcid.org/0000-0003-3552-7307 and De Vita, Riccardo (2020) Ethical implications of network data in business and management settings. Social Networks, 67. pp. 29-40. ISSN 0378-8733 (doi:10.1016/j.socnet.2020.09.001)

Temporal Networks, Community structure, Temporal patterns, Random walks

Delvenne, Jean-Charles, Lambiotte, Renaud and Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 (2015) Diffusion on networked systems is a question of time or structure. Nature Communications, 6 (1). ISSN 2041-1723 (Online) (doi:10.1038/ncomms8366)

Toy model, diffusion, burstness, degree heterogeneity

Aoki, Takaaki, Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 and Gross, Thilo (2016) Temporal and structural heterogeneities emerging in adaptive temporal networks. Physical Review E, 93 (4). ISSN 2470-0045 (Print), 2470-0045 (Online) (doi:10.1103/PhysRevE.93.040301)

Transportation Networks, Complex Systems, Airports

Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 (2017) Dynamics of air transport networks: A review from a complex systems perspective. Chinese Journal of Aeronautics, 30 (2). pp. 469-478. ISSN 1000-9361 (doi:10.1016/j.cja.2016.12.029)

Tuberculosis, Big Data

Andre, E., Isaacs, C., Affolabi, D., Alagna, R., Brockmann, D., de Jong, B. C., Cambau, E., Churchyard, G., Cohen, T., Delmee, M., Delvenne, J-C., Farhat, M., Habib, A., Holme, P., Keshavjee, S., Khan, A., Lightfoot, P., Moore, D., Moreno, Y., Mundade, Y., Pai, M., Patel, S., Nyaruhirira, A. U., Rocha, L. E. C. ORCID: https://orcid.org/0000-0001-9046-8739, Takle, J., Trébucq, A., Creswell, J. and Boehme, C. (2016) Connectivity of diagnostic technologies: improving surveillance and accelerating tuberculosis elimination. The International Journal of Tuberculosis and Lung Disease, 20 (8). pp. 999-1003. ISSN 1027-3719 (Print), 1815-7920 (Online) (doi:10.5588/ijtld.16.0015)

Visualization, temporal networks

Linhares, Claudio D. G., Travençolo, Bruno A. N., Paiva, Jose Gustavo S. and Da Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 (2017) DyNetVis: a system for visualization of dynamic networks. In: Proceedings of the Symposium on Applied Computing - SAC '17. Association for Computing Machinery (ACM), New York, pp. 187-194. ISBN 978-1-4503-4486-9 (doi:10.1145/3019612.3019686)

airport networks, complex networks, data science

Da Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 (2009) Structural evolution of the Brazilian airport network. Journal of Statistical Mechanics: Theory and Experiment:P04020. ISSN 1742-5468 (Online) (doi:10.1088/1742-5468/2009/04/P04020)

complex networks, review, complex systems

Costa, Luciano da Fontoura, Oliveira Jr., Osvaldo N., Travieso, Gonzalo, Aparecido Rodrigues, Francisco, Villas Boas, Paulino Ribeiro, Antiqueira, Lucas, Viana, Matheus Palhares and Correa Da Rocha, Luis Enrique ORCID: https://orcid.org/0000-0001-9046-8739 (2011) Analyzing and modeling real-world phenomena with complex networks: A survey of applications. Advances in Physics, 60 (3). pp. 329-412. ISSN 0001-8732 (Print), 1460-6976 (Online) (doi:10.1080/00018732.2011.572452)

epidemic modeling, network science, simulations

Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739, Liljeros, Fredrik and Holme, Petter (2011) Simulated epidemics in an empirical spatiotemporal network of 50,185 sexual contacts. PLoS Computational Biology, 7 (3):e1001109. ISSN 1553-734X (Print), 1553-7358 (Online) (doi:10.1371/journal.pcbi.1001109)

epidemic modelling, temporal network, simulations

Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 and Blondel, Vincent (2013) Bursts of vertex activation and epidemics in evolving networks. PLoS Computational Biology, 9 (3):e1002974. ISSN 1553-734X (Print), 1553-7358 (Online) (doi:10.1371/journal.pcbi.1002974)

network epidemiology, temporal networks, vaccination protocols

Lee, Sungmin, Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739, Liljeros, Fredrik and Holme, Petter (2012) Exploiting temporal network structures of human interaction to effectively immunize populations. PLoS ONE, 7 (5):e36439. ISSN 1932-6203 (Online) (doi:10.1371/journal.pone.0036439)

network sampling, misinformation, network epidemiology

Holme, Petter and Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 (2019) Impact of misinformation in temporal network epidemiology. Network Science, 7 (1). pp. 52-69. ISSN 2050-1242 (Print), 2050-1250 (Online) (doi:10.1017/nws.2018.28)

network visualisation; network science; information visualisation; temporal networks; time-varying networks; dynamic networks; contact networks; random walks; epidemics

Linhares, Claudio, Ponciano, Jean, Paiva, Jose Gustavo, Travencolo, Bruno and Correa Da Rocha, Luis ORCID: https://orcid.org/0000-0001-9046-8739 (2019) Visualisation of structure and processes on temporal networks. In: Holme, Petter and Saramaki, Jari, (eds.) Temporal Network Theory. Computational Social Sciences book series (CSS) . Springer, Switzerland, pp. 83-105. ISBN 978-3030234942; 978-3030234959 (doi:10.1007/978-3-030-23495-9_5)

prostitution, sexual networks, economics, online data

Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739, Holme, Petter and Liljeros, Fredrik (2016) Sexual and communication networks of tnternet-mediated prostitution. In: Cunningham, Scott and Shah, Manisha, (eds.) The Oxford Handbook of the Economics of Prostitution. Oxford University Press, pp. 57-97. ISBN 978-0199915248

sampling, temporal networks

Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739, Masuda, Naoki and Holme, Petter (2017) Sampling of temporal networks: methods and biases. Physical Review E, 96 (5):052302. ISSN 2470-0045 (Print), 2470-0053 (Online) (doi:10.1103/PhysRevE.96.052302)

sexual contacts, prostitution, data science

Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739, Liljeros, Fredrik and Holme, Petter (2010) Information dynamics shape the sexual networks of Internet-mediated prostitution. Proceedings of the National Academy of Sciences of the United States of America, 107 (13). pp. 5706-5711. ISSN 0027-8424 (Print), 1091-6490 (Online) (doi:10.1073/pnas.0914080107)

social networks, opinion dynamics, social influence, bias

Correa Da Rocha, Luis ORCID: https://orcid.org/0000-0001-9046-8739 and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2019) Modelling opinion dynamics in the age of algorithmic personalisation. Scientific Reports, 9:7261. ISSN 2045-2322 (Online) (doi:10.1038/s41598-019-43830-2)

spreading process, social networks

Da Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 (2009) Bad news travels fast! | Notícia ruim corre depressa! Revista Brasileira de Ensino de Fisica. ISSN 1806-1117 (Print), 1806-9126 (Online) (doi:10.1590/S1806-11172009000300003)

time series analysis, Syria Conflict, death tolls

Fujita, Kazuki, Shinomoto, Shigeru and Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 (2017) Correlations and forecast of death tolls in the Syrian conflict. Scientific Reports, 7:15737. ISSN 2045-2322 (Online) (doi:10.1038/s41598-017-15945-x)