Publications

Borges, H. M., Vasconcelos, V. V., & Pinheiro, F. L. (2024). How social rewiring preferences bridge polarized communities. Chaos, Solitons & Fractals, 180, 114594.

Ottersen, S. G., Pinheiro, F., & Bação, F. (2024). Triplet extraction leveraging sentence transformers and dependency parsing. Array, 21, 100334

Pilatti, G., Candia, C., Montini, A., & Pinheiro, F. L. (2023). From co-location patterns to an informal social network of gig economy workers. Applied Network Science, 8(1), 77.

Rita, P., Vong, C., Pinheiro, F., & Mimoso, J. (2023). A sentiment analysis of Michelin-starred restaurants. European Journal of Management and Business Economics, 32(3), 276-295.

Scott, I. J., de Castro Neto, M., & Pinheiro, F. L. (2023). Bringing trust and transparency to the opaque world of waste management with blockchain: a Polkadot parathread application. Computers & Industrial Engineering, 109347.

Lyra, M. S., Damásio, B., Pinheiro, F. L., & Bacao, F. (2022). Fraud, corruption, and collusion in public procurement activities, a systematic literature review on data-driven methods. Applied Network Science, 7(1), 83.

Pinheiro, F. L., Hartmann, D., Boschma, R., & Hidalgo, C. A. (2022). The time and frequency of unrelated diversification. Research Policy, 51(8), 104323.

Pinheiro, F. L., Balland, P. A., Boschma, R., & Hartmann, D. (2022). The dark side of the geography of innovation: relatedness, complexity and regional inequality in Europe. Regional Studies, 1-16.

Sarmento, P., Motta, M., Scott, I. J., Pinheiro, F. L., & de Castro Neto, M. (2022). Impact of COVID-19 lockdown measures on waste production behavior in Lisbon. Waste Management, 138, 189-198.

Curado, A., Damásio, B., Encarnação, S., Candia, C., & Pinheiro, F. L. (2021). Scaling behavior of public procurement activity. Plos one, 16(12), e0260806.

Lyra, M. S., Curado, A., Damásio, B., Bação, F., & Pinheiro, F. L. (2021). Characterization of the firm–firm public procurement co-bidding network from the State of Ceará (Brazil) municipalities. Applied Network Science, 6(1), 1-10.

Hartmann, D., Zagato, L., Gala, P., & Pinheiro, F. L. (2021). Why did some countries catch-up, while others got stuck in the middle? Stages of productive sophistication and smart industrial policies. Structural Change and Economic Dynamics, 58, 1-13.

Pinheiro, F. L., Pacheco, J. M., & Santos, F. C. (2021). Stable leaders pave the way for cooperation under time-dependent exploration rates. Royal Society Open Science, 8(2), 200910.

Hartmann, D., Ferraz, D., Bezerra, M., Pyka, A., & Pinheiro, F. L. (2021). Comparing cars with apples? Identifying the appropriate benchmark countries for relative ecological pollution rankings and international learning. Frontiers in Environmental Science, 522.

Waniek, M., Elbassioni, K., Pinheiro, F. L., Hidalgo, C. A., & Alshamsi, A. (2020). Computational aspects of optimal strategic network diffusion. Theoretical Computer Science, 814, 153-168.

Hartmann, D., Bezerra, M., Lodolo, B., & Pinheiro, F. L. (2020). International trade, development traps, and the core-periphery structure of income inequality. EconomiA, 21(2), 255-278.

Candia, C., Encarnação, S., & Pinheiro, F. L. (2019). The higher education space: connecting degree programs from individuals’ choices. EPJ Data Science, 8(1), 39.

Hartmann, D., Arata, A., Bezerra, M., & Pinheiro, F. L. (2019). The network effects of NGOs on social capital and innovation among smallholder farmers: a case study in Peru. The Annals of Regional Science, 1-26.

Vasconcelos, V. V., Levin, S. A., & Pinheiro, F. L. (2019). Consensus and polarization in competing complex contagion processes. Journal of the Royal Society Interface, 16(155), 20190196.

Ribeiro, A. S., Pinheiro, F. L., Santos, F. C., Polónia, A., & Pacheco, J. M. (2018). Structural and temporal patterns of the first global trading market. Royal Society Open Science, 5(8), 180577.

Alshamsi, A., Pinheiro, F. L., & Hidalgo, C. A. (2018). Optimal diversification strategies in the networks of related products and of related research areas. Nature communications, 9(1), 1328.

Pinheiro, F. L., & Hartmann, D. (2017). Intermediate levels of network heterogeneity provide the best evolutionary outcomes. Scientific reports, 7(1), 15242.

Pinheiro, F. L., Santos, F. C., & Pacheco, J. M. (2016). Linking individual and collective behavior in adaptive social networks. Physical review letters, 116(12), 128702.

Pinheiro, F. L., Vasconcelos, V. V., Santos, F. C., & Pacheco, J. M. (2014). Evolution of all-or-none strategies in repeated public goods dilemmas. PLoS computational biology, 10(11), e1003945.

Pinheiro, F. L., Santos, M. D., Santos, F. C., & Pacheco, J. M. (2014). Origin of peer influence in social networks. Physical review letters, 112(9), 098702.

Vukov, J., Pinheiro, F. L., Santos, F. C., & Pacheco, J. M. (2013). Reward from punishment does not emerge at all costs. PLoS Computational Biology, 9(1), e1002868.

Santos, M. D., Pinheiro, F. L., Santos, F. C., & Pacheco, J. M. (2012). Dynamics of N-person snowdrift games in structured populations. Journal of Theoretical Biology, 315, 81-86.

Pinheiro, F. L., Santos, F. C., & Pacheco, J. M. (2012). How selection pressure changes the nature of social dilemmas in structured populations. New Journal of Physics, 14(7), 073035.

Santos, F. C., Pinheiro, F. L., Lenaerts, T., & Pacheco, J. M. (2012). The role of diversity in the evolution of cooperation. Journal of theoretical biology, 299, 88-96.

Moreira, J. A., Pinheiro, F. L., Nunes, A., & Pacheco, J. M. (2012). Evolutionary dynamics of collective action when individual fitness derives from group decisions taken in the past. Journal of theoretical biology, 298, 8-15.

Pinheiro, F. L., Pacheco, J. M., & Santos, F. C. (2012). From local to global dilemmas in social networks. PloS one, 7(2), e32114.

Pacheco, J. M., Pinheiro, F. L., & Santos, F. C. (2009). Population structure induces a symmetry breaking favoring the emergence of cooperation. PLoS computational biology, 5(12), e1000596.

Zúquete, M., Orghian, D., & Pinheiro, F. L. (2023, June). A Moral Foundations Dictionary for the European Portuguese Language: The Case of Portuguese Parliamentary Debates. In International Conference on Computational Science (pp. 421-434). Cham: Springer Nature Switzerland.

Geller, M., Vasconcelos, V. V., & Pinheiro, F. L. (2023, June). Toxicity in Evolving Twitter Topics. In International Conference on Computational Science (pp. 40-54). Cham: Springer Nature Switzerland.

Pilatti, G., Pinheiro, F. L., & Montini, A. (2022, November). Gig economy and social network analysis: Topology of inferred network. In International Conference on Complex Networks and Their Applications (pp. 471-479). Cham: Springer International Publishing.

Duarte, C., Pinheiro, F., & Naranjo-Zolotov, M. (2022, June). Students’ networks influence on academic performance: An exploratory study. In 2022 17th Iberian Conference on Information Systems and Technologies (CISTI) (pp. 1-6). IEEE.

Lyra, M. S., Pinheiro, F. L., & Bacao, F. (2022). Public Procurement Fraud Detection: A Review Using Network Analysis. In Complex Networks & Their Applications X: Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021 10 (pp. 116-129). Springer International Publishing.

Pinheiro, F. L., & Santos, F. P. (2018, July). Local Wealth Redistribution Promotes Cooperation in Multiagent Systems. In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (pp. 786-794).

Encarnação, S., & Pinheiro, F. (2017). Padrões de Mobilidade dos Candidatos ao Ensino Superior em Portugal. In XI Congresso da Geografia Portuguesa (pp. 207-211). Faculdade de Letras da Universidade do Porto/Associação Portuguesa de Geógrafos.

Pinheiro, F. L., Santos, M. D., Santos, F. C., & Pacheco, J. M. (2015, July). The Universality of Peer-Influence in Social Networks. In Artificial Life Conference Proceedings (pp. 149-149). One Rogers Street, Cambridge, MA 02142-1209, USA journals-info@ mit. edu: MIT Press.

Pinheiro, F., Vasconcelos, V., Santos, F., & Pacheco, J. (2013, September). Self-organized game dynamics in complex networks. In Artificial Life Conference Proceedings (pp. 61-62). One Rogers Street, Cambridge, MA 02142-1209, USA journals-info@ mit. edu: MIT Press.

Vasconcelos, V., Pinheiro, F., Santos, F., & Pacheco, J. (2013, September). Bootstrapping back the climate with self-organization. In Artificial Life Conference Proceedings (pp. 182-183). One Rogers Street, Cambridge, MA 02142-1209, USA journals-info@ mit. edu: MIT Press.

Pinheiro, F. L., Santos, F. C., & Pacheco, J. M. (2012). Evolutionary Dynamics of Cooperation under the Distributed Prisoner’s Dilemma. In Bio-Inspired Models of Network, Information, and Computing Systems: 5th International ICST Conference, BIONETICS 2010, Boston, USA, December 1-3, 2010, Revised Selected Papers 5 (pp. 523-532). Springer Berlin Heidelberg.

Pinheiro, F. L., Santos, F. C., & Pacheco, J. M. (2012). Tracking the evolution of cooperation in complex networked populations. In Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics: 10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012. Proceedings 10 (pp. 86-96). Springer Berlin Heidelberg.

Gonçalves-Sá, J., & Pinheiro, F. (2023). Societal Implications of Recommendation Systems: A Technical Perspective. In Multidisciplinary Perspectives on Artificial Intelligence and the Law (pp. 47-63). Cham: Springer International Publishing.

(in press) Pinheiro, F. L., & Hartmann, D. (2022). Economic complexity and inequality at the national and regional level. arXiv e-prints, arXiv-2206. 

(in press) Candia, C., Pulgar, J., & Pinheiro, F. (2022). Interconnectedness in education systems. arXiv preprint arXiv:2203.05624.

Alpalhão, N., Sarmento, P., Pinheiro, F. L., Tremoceiro, J., & Neto, M. D. C. (2022, January). Prediction and simulation of the risk of traffic accidents using neural networks and gradient boosting with an hybrid classification/regression modelling approach in urban context. In Livro de Resumos da Conferência do Projeto de Investigação Científica “Fatores de Transformação Urbana (DRIVIT-UP)” em conjunto com I Conferência sobre Ciência de Dados para Ciências Sociais e VI Conferência de Planeamento Regional e Urbano.[Abstract book from the Conference of the Scientific Research Project “Drivers of urban transformation (DRIVIT-UP)” a joitly event with I Conference on Data Science for the Social Sciences And VI Conference on Regional and Urban Planning] (pp. 52-55). UA Editora.

(under review) Cardoso, B. H. F., Catela, E. Y. D. S., Viegas, G., Pinheiro, F. L., & Hartmann, D. (2023). Export complexity, industrial complexity and regional economic growth in Brazil. arXiv preprint arXiv:2312.07469.

Vasconcelos, V. V., Marquitti, F., Ong, T., McManus, L. C., Aguiar, M., Campos, A. B., ... & Zhan, Q. (2023). Rate-Induced Transitions in Networked Complex Adaptive Systems: Exploring Dynamics and Management Implications Across Ecological, Social, and Socioecological Systems. arXiv preprint arXiv:2309.07449.

Silva, J. F., Pinheiro, F., & Stavrik, B. (2023). Data science and statistics: a network analysis to understand the foreign investment (Vol. 59). Bank for International Settlements.

Lima, F., Pinheiro, F., Silva, J. F., & Matos, P. (2020). Foreign direct investment–using network analysis to understand the position of Portugal in a global FDI network. IFC Bulletins chapters, 52.

Hartmann, D., Bezerra, M., & Pinheiro, F. L. (2019). Identifying smart strategies for economic diversification and inclusive growth in developing economies. The case of Paraguay. The Case of Paraguay (March 5, 2019).

Zagato, L. M. D. J. C., Gala, P., Pinheiro, F. L., & Hartmann, D. (2019). A armadilha da renda média e os obstáculos à transformação estrutural: a curva S da complexidade econômica.

Pinheiro, F. L., Alshamsi, A., Hartmann, D., Boschma, R., & Hidalgo, C. (2018). Shooting low or high: do countries benefit from entering unrelated activities?. Papers in Evolutionary Economic Geography, 18(07).

Jun, B., Pinheiro, F., Buchmann, T., Yi, S. K., & Hidalgo, C. (2017). Meet me in the middle: The reunification of Germany's research network. arXiv preprint arXiv:1704.08426.