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Flávio Pinheiro. Completed the Mestrado integrado in Física in 2011 by Universidade de Lisboa, Doutoramento in Física in 2016/03/16 by Universidade do Minho and Licenciatura in Física in 2009 by Universidade de Lisboa. Is Conselho científico/técnico-científico ou orgão correspondente in Universidade Nova de Lisboa, Researcher in Universidade Nova de Lisboa MagIC and Assistant Professor in Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação. Published 42 articles in journals. Has 8 section(s) of books and 2 book(s). Organized 6 event(s). Participated in 1 event(s). Co-supervised 3 PhD thesis(es). Supervised 92 MSc dissertation(s) e co-supervised 46. Participates and/or participated as Co-Principal Investigator (Co-PI) in 1 project(s), Master Student Fellow in 1 project(s), Other in 2 project(s), Principal investigator in 1 project(s), Researcher in 4 project(s) and Scientific Initiation Fellow in 1 project(s). Works in the area(s) of Exact Sciences with emphasis on Computer and Information Sciences, Social Sciences with emphasis on Economic and Social Geography, Exact Sciences with emphasis on Physical Sciences and Exact Sciences with emphasis on Mathematics with emphasis on Applied Mathematics. In their professional activities interacted with 161 collaborator(s) co-authorship of scientific papers. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Emergência da cooperação; Redes complexas; Sistemas complexos; Teoria de jogos evolutiva; Dinâmica evolutiva; Teses de mestrado - 2011; economic complexity; Modelling; Multiagent Systems ; Simulation; Data Science; Network Science; Stochastic Processes; Emergent Behaviour; Complex Systems; Complex Contagion; Information Diffusion; relatedness; product space; unrelated diversification ; economic growth; Cooperation; Emergent behaviour; Simulation of complex systems; Social networks; Social simulation; Computational social sciences; Higher education systems; Network science; Text Mining; Document Clustering; Visual Analytics; Competitive Intelligence ; Stochastic Methods; Dynamic Systems; Game Theory; Markov Processes; Modeling and simulation; Self-organization; Climate Change; Signaling; Evolution; Complex networks; Influence maximization; Network contagion; Strategic diffusion; Foreign direct investment; Network analysis; Visualisation tools; Economic Complexity; Cleaner Production; Eco-Efficiency; Country Benchmark Network; international Learning; Diversification; Economic complexity; Economic development; Relatedness; Unrelated diversification; Brazil; Co-bidding network; Data mining; Public procurement; Traffic accidents; Urban Planning; Neural Networks; Gradient Boosting Framework; Corruption; PRISMA; Dark side of innovation; Geography of innovation; Regional diversification; Complexity; Regional inequality; Smart Specialisation Policy; Blockchain; Polkadot; Waste management; Recycling; Supply chain; Pay as you throw; Substrate; Parachain; Informal social network; Complex network; Gig economy; Social Network Analysis; Student Academic Performance; Centrality measures; Selection effect; Michelin-starred restaurants; Online restaurant reviews; Sentiment analysis; Text analytics; TripAdvisor; undifferentiated waste; recycled waste; waste collection circuits; tourism; residential; COVID-19; Climate change; Social Media Platforms; Twitter; Topic Modelling; Topic Evolution; Discourse Toxicity; SDG 11 - Sustainable Cities and Communities; SDG 16 - Peace, Justice and Strong Institutions; GPS data; Big Data; Co-location social network; General; Computer Networks and Communications; Computational Mathematics; Triplet extraction; NLP; Natural language processing; Knowledge Graph; Computer Science(all); Recommendation systems; Ethical risks; Societal threats; Decision-making; AI accountability; Privacy; Gamification; Supply chain management; Engineering(all); SDG 9 - Industry
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Identification

Personal identification

Full name
Flávio Pinheiro

Citation names

  • Flávio L. Pinheiro

Author identifiers

Ciência ID
FF13-AC10-064A
ORCID iD
0000-0002-0561-9641
Google Scholar ID
_nJlyEgAAAAJ
Scopus Author Id
35318417500

Addresses

  • Campus de Campolide, 1070-312, Lisboa, Lisboa, Portugal (Professional)

Websites

Knowledge fields

  • Exact Sciences - Computer and Information Sciences
  • Social Sciences - Economic and Social Geography
  • Exact Sciences - Physical Sciences
  • Exact Sciences - Mathematics - Applied Mathematics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2012/01/01 - 2016/03/16
Concluded
 Física (Doctorate)
Major in Sem especialidade
Universidade do Minho, Portugal
"Characterization of Self-organization Processes in Complex Networks " (THESIS/DISSERTATION)
2009 - 2011
Concluded
 Física (Integrated Master's Degree)
Major in Física Estatística e Não Linear
Universidade de Lisboa, Portugal
"The impact of diversity in the emergence of cooperation" (THESIS/DISSERTATION)
2005 - 2009
Concluded
 Física (Licenciate Degree)
Universidade de Lisboa, Portugal
Affiliation

Science

Category
Host institution		 Employer
2018/09 - Current Researcher (Research) Universidade Nova de Lisboa MagIC, Portugal
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2016/06/01 - 2018/08/31 Postdoc (Research) Massachusetts Institute of Technology Media Lab, United States
Massachusetts Institute of Technology Media Lab, United States
2016/04/01 - 2016/06/01 Postdoc (Research) Universidade Nova de Lisboa Centro Interdisciplinar de Ciências Sociais, Portugal
Universidade Nova de Lisboa Centro Interdisciplinar de Ciências Sociais, Portugal
2010/06/15 - 2010/06/15 Contracted Researcher (Research) Universidade de Lisboa Centro de Matemática Aplicações Fundamentais e Investigação Operacional, Portugal
Universidade de Lisboa Centro de Matemática Aplicações Fundamentais e Investigação Operacional, Portugal
2008/11/01 - 2009/10/30 Contracted Researcher (Research) Universidade de Lisboa Centro de Física Teórica e Computacional, Portugal
Universidade de Lisboa Centro de Física Teórica e Computacional, Portugal
2008/11/01 - 2009/04/30 Contracted Researcher (Research) Universidade de Lisboa Centro de Física Teórica e Computacional, Portugal
Universidade de Lisboa Centro de Física Teórica e Computacional, Portugal

Teaching in Higher Education

Category
Host institution		 Employer
2022/04/01 - Current Assistant Professor (University Teacher) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2018/09/01 - 2022/04/01 Invited Assistant Professor (University Teacher) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal

Positions / Appointments

Category
Host institution		 Employer
2018/09/01 - Current Conselho científico/técnico-científico ou orgão correspondente Universidade Nova de Lisboa, Portugal
Projects

Contract

Designation Funders
2025/01/01 - 2029/12/31 Information Management Research Center
UID/04152/2025
10.54499/UID/04152/2025
Universidade Nova de Lisboa MagIC, Portugal

Universidade Nova de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2025/02/01 - 2026/01/31 Embedded Knowledge and Networks: Complexity in Antitrust Collusion Mitigation
2024.07378.IACDC
10.54499/2024.07378.IACDC
Principal investigator
Universidade Nova de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2025/02/01 - 2026/01/31 Melhor Eficiência na Avaliação de Riscos e Irregularidades na Contratação Pública
2024.07601.IACDC
10.54499/2024.07601.IACDC
Universidade Nova de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2024/11/01 - 2025/12/31 NIRC - ENCOMPASS
NIRC
Co-Principal Investigator (Co-PI)
Universidade Nova de Lisboa, Portugal
 Galp Energia SGPS SA
Ongoing
2020/01/01 - 2024/12/31 Information Management Research Center
UIDB/04152/2020
10.54499/UIDB/04152/2020
Universidade Nova de Lisboa MagIC, Portugal

Universidade Nova de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2020/01/01 - 2022/12/31 MapIntel - Interactive Visual Analytics Platform for Competitive Intelligence
DSAIPA/DS/0116/2019
Team Member
Universidade Nova de Lisboa, Portugal

Universidade Nova de Lisboa MagIC, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2016/06/01 - 2020/05/31 Stochastic Dynamics of Collective Action
PTDC/MAT-STA/3358/2014
Team Member
Universidade do Minho Centro de Biologia Molecular e Ambiental, Portugal

Universidade do Minho, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2016/05/01 - 2019/10/31 Engineering Cooperation in Climate Governance
PTDC/EEI-SII/5081/2014
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2012/01/01 - 2015/12/31 CARACTERIZAÇÃO DE PROCESSOS DE AUTO-ORGANIZAÇÃO EM REDES COMPLEXAS ADAPTATIVAS
SFRH/BD/77389/2011
Researcher
Universidade do Minho, Portugal

Universidade do Porto Faculdade de Ciências, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2014/03/01 - 2015/08/31 MAS-G2 : Multi-Agent Simulation of Global Governance
EXPL/EEI-SII/2556/2013
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2013/01/01 - 2015/03/31 Strategic Project - UI 209 - 2013-2014
PEst-OE/MAT/UI0209/2013
Universidade de Lisboa Centro de Matemática Aplicações Fundamentais e Investigação Operacional, Portugal

Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2012/01/01 - 2014/12/31 Stochastic Co-evolutionary Dynamics of Signaling and Cooperation
PTDC/MAT/122897/2010
Provided by PTCRIS: 122897
Researcher
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia

Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2010/01/01 - 2013/06/30 Co-evolution and self-organization of cooperation
PTDC/FIS/101248/2008
Universidade Nova de Lisboa Laboratório para a Ciência da Computação e Informática, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal

Universidade de Lisboa Centro de Matemática Aplicações Fundamentais e Investigação Operacional, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2010/01 - 2013/06 Co-evolution and self-organization of cooperation
Provided by PTCRIS: 101248
Master Student Fellow
Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2006/09/01 - 2010/07/01 Cultural and Genetic Evolution of Cooperation
PDCT/HEC/60360/2004
Universidade de Lisboa Centro de Física Teórica e Computacional, Portugal

Universidade de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2006/09 - 2010/07 Cultural and Genetic Evolution of Cooperation
Provided by PTCRIS: 60360
Scientific Initiation Fellow
Fundação para a Ciência e a Tecnologia, I.P.
Concluded
Outputs

Publications

Book
  1. Pinheiro, F.L.; Santos, F.C.; Pacheco, J.M.. Tracking the evolution of cooperation in complex networked populations. 2012.
    10.1007/978-3-642-29066-4_8
  2. Pinheiro, F.L.; Santos, F.C.; Pacheco, J.M.. Evolutionary dynamics of cooperation under the distributed prisoner's dilemma. 2012.
    10.1007/978-3-642-32615-8_51
Book chapter
  1. Luís P. Semedo; Carolina Pinto; Beatriz Monteiro; Niclas Frederic Sturm; Bruno Damásio; Flávio L. Pinheiro. "Inference of Firm-Firm Competing Networks in the Portuguese Public Procurement Market". edited by Hocine Cherifi; Rocha, \{Luis M.\, 135-143. Springer, 2026.
    10.1007/978-3-032-16723-1_12
  2. Carolina Shaul; Bruno Damásio; Flávio L. Pinheiro. "Mapping Mobility Networks Between Government Roles in Portugal". edited by Hocine Cherifi; Rocha, \{Luis M.\, 206-217. Springer, 2026.
    10.1007/978-3-032-16723-1_18
  3. Niclas F. Sturm; Cristian Candia; Bruno Damásio; Flávio L. Pinheiro. "Augmenting Firm Diversification Behavior Prediction with Graph Embeddings". 2026.
    10.1007/978-3-032-16723-1_10
  4. Cristian Candia; Javier Pulgar; Flávio L. Pinheiro. "Interconnectedness in education systems". 2025.
    10.4337/9781802207309.00079
  5. Gonçalves-Sá, Joana; Pinheiro, Flávio. "Societal Implications of Recommendation Systems". Springer, 2024.
    https://doi.org/10.1007/978-3-031-41264-6_3
  6. Carolina Vasconcelos; Bruno Damásio; Luis G. Baltazar; Flavio L Pinheiro. "The data landscape in Portugal and opportunities for enhancing the TdC's audits of public procurement". 76-89. OECD Publishing, 2024.
    10.1787/35aeab1e-en
  7. Dominik Hartmann; Flávio L. Pinheiro. "Economic Complexity and Inequality at the National and Regional Levels". edited by Ping Chen; Wolfram Elsner; Andreas Pyka, 551-566. Taylor \& Francis, 2024.
    10.4324/9781003119128-39
  8. Nuno Alpalhão; Pedro Sarmento; Flavio L Pinheiro; João Tremoceiro; Miguel Castro Neto. "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". 52-55. UA Editora, 2022.
    https://doi.org/10.48528/pkzd-wz70
Conference paper
  1. Khristina Filonchik; José Pedro Diogo Pinto; Flávio L. Pinheiro; Fernando Bação. "Revealing Process Structure in Urban Mobility Networks". 2026.
    10.1007/978-3-032-16719-4_30
  2. Marcel Geller; Vítor V. Vasconcelos; Flávio L. Pinheiro. "Toxicity in Evolving Twitter Topics". Paper presented in International Conference on Computational Science, Prague, 2023.
    10.1007/978-3-031-36027-5_4
  3. Gustavo Pilatti; Flavio L Pinheiro; Alessandra Montini; Pilatti, Gustavo; Pinheiro, Flavio L.; Montini, Alessandra. "Gig Economy and Social Network Analysis". 2023.
    10.1007/978-3-031-21131-7_37
  4. Mafalda Zúquete; Diana Orghian; Flávio L. Pinheiro. "A Moral Foundations Dictionary for the European Portuguese Language: The Case of Portuguese Parliamentary Debates". Paper presented in International Conference on Computational Science, 2023.
    10.1007/978-3-031-35995-8_30
  5. Cristiana Duarte; Flavio L Pinheiro; Mijail Naranjo-Zolotov. "Students’ networks influence on academic performance". 2022.
    10.23919/CISTI54924.2022.9820019
  6. Marcos S. Lyra; Flavio L Pinheiro; Fernando Bacao. "Public Procurement Fraud Detection: A Review Using Network Analysis". 2022.
    10.1007/978-3-030-93409-5_11
  7. Filipa Lima; Flavio L Pinheiro; João Falcão Silva; Pedro Matos. "Foreign direct investment". 2020.
  8. Fernando P. Santos; Flavio L Pinheiro. "Local wealth redistribution promotes cooperation in multiagent systems". 2018.
  9. Pinheiro, Flavio; Vasconcelos, Vitor; Santos, Francisco; Pacheco, Jorge. "Self-organized game dynamics in complex networks". 2013.
    10.7551/978-0-262-31709-2-ch010
  10. Pinheiro, Flávio. "Bootstrapping back the climate with self-organization". 2013.
    10.7551/978-0-262-31709-2-ch027
Conference poster
  1. Parrinha, Catia; Flávio L. Pinheiro; Vicente, António T.; Scott, Ian J. "ENCOMPASS: Energy complexity mapping for pathways to advance sustainable systems in Iberia". Paper presented in Galp 5th Edition Innovation Day, 2025.
Journal article
  1. Tiago Gastão Gato Canário; Catarina Ribeiro Duarte; Flávio L. Pinheiro; João L. M. Pereira. "Taggus". Social Network Analysis and Mining 16 (2026): https://novaresearch.unl.pt/en/publications/e66e193d-4f64-4cc8-93da-999711fe64ec.
    10.1007/s13278-026-01584-6
  2. Sebastião M. Rosalino; António Curado; Flávio L. Pinheiro. "Multidimensional coalition structures in the 9th European Parliament". Applied Network Science (2026): https://novaresearch.unl.pt/en/publications/4f829a8a-646b-4009-a084-730d357d8b81.
    10.48550/arXiv.2507.03214
  3. Flávia A. Rodrigues; Niclas F. Sturm; Flávio L. Pinheiro. "A Linguistic Comparison Between Human and AI-generated Content". iScience (2026): https://doi.org/10.1016/j.isci.2026.114976.
    10.1016/j.isci.2026.114976
  4. Parrinha, Catia; Hartmann, Dominik; Flávio L. Pinheiro. "The Economic Complexity of EU Regional Cohesion Funds". in preparation (2026):
  5. Ben-Hur Francisco Cardoso; Laís Souza; Flávio L. Pinheiro; Liana Bohn; Dominik Hartmann. "Unpacking gender and race segregation along occupational skills and socio-economic status in Brazil". Nature Human Behaviour (2025): https://doi.org/10.1038/s41562-025-02272-9.
    10.1038/s41562-025-02272-9
  6. Flávio L. Pinheiro; Vítor V. Vasconcelos. "Heterogeneous update processes shape information cascades in social network". Scientific Reports 15 (2025): 1-11. https://novaresearch.unl.pt/en/publications/408ee350-629c-4a4f-b387-cfdac5d6248c.
    10.1038/s41598-025-97809-3
  7. Sturm, Niclas Frederic; Candia, Cristian; Damásio, Bruno; Pinheiro, Flávio L.. "High earnings through firm influence: the role of hierarchical structures in public procurement". EPJ Data Science 14 1 (2025): https://doi.org/10.1140/epjds/s13688-025-00543-z.
    10.1140/epjds/s13688-025-00543-z
  8. Cardoso, Ben-Hur Francisco; Catela, Eva Yamila da Silva; Viegas, Guilherme; Pinheiro, Flávio L.; Hartmann, Dominik. "Did industrial and export complexity drive regional economic growth in Brazil?". PLOS ONE 19 12 (2024): e0313945. https://doi.org/10.1371/journal.pone.0313945.
    10.1371/journal.pone.0313945
  9. Geraldo Timbe; Flavio L Pinheiro; Wouter Bam; Dominik Hartmann; Karolien De Bruyne. "Is natural resource abundance a curse or an opportunity?". Resources Policy 98 (2024): 1-14. https://novaresearch.unl.pt/en/publications/e5f17628-0381-4af0-971c-552da354a91d.
    10.2139/ssrn.4793284
  10. Gustavo R. Pilatti; Flavio L. Pinheiro; Alessandra A. Montini. "Systematic Literature Review on Gig Economy: Power Dynamics, Worker Autonomy, and the Role of Social Networks". Administrative Sciences (2024): https://doi.org/10.3390/admsci14100267.
    10.3390/admsci14100267
  11. Cardoso, Ben-Hur; Souza, Laís; Pinheiro, Flavio L.; Bohn, Liana; Hartmann, Dominik. "Unpacking Gender and Race Segregation along Occupational Skills and Socioeconomic status". SSRN Electronic Journal (2024): https://doi.org/10.2139/ssrn.4771676.
    Open access • 10.2139/ssrn.4771676
  12. Borges, Henrique M.; Vasconcelos, Vítor V.; Pinheiro, Flávio L.. "How social rewiring preferences bridge polarized communities". Chaos, Solitons & Fractals 180 (2024): 114594. http://dx.doi.org/10.1016/j.chaos.2024.114594.
    10.1016/j.chaos.2024.114594
  13. Ottersen, Stuart Gallina; Pinheiro, Flávio; Bação, Fernando. "Triplet extraction leveraging sentence transformers and dependency parsing". (2024): http://hdl.handle.net/10362/161972.
    https://doi.org/10.1016/j.array.2023.100334
  14. Pilatti, Gustavo; Candia, Cristian; Montini, Alessandra; Pinheiro, Flávio L.. "From Co-Location Patterns to an Informal Social Network of Gig Economy Workers". (2023): http://hdl.handle.net/10362/160258.
    https://doi.org/10.21203/rs.3.rs-2742628/v1
  15. Scott, Ian; Neto, Miguel de Castro; Pinheiro, Flavio L.; Ian Scott; Miguel Castro Neto; Flavio L Pinheiro. "Bringing trust and transparency to the opaque world of waste management with blockchain". (2023): http://hdl.handle.net/10362/130230.
    https://doi.org/10.2139/ssrn.3825072
  16. Hartmann, Dominik; Arata, Atilio; Bezerra, Mayra; Pinheiro, Flavio L.; Dominik Hartmann; Atilio Arata; Mayra Bezerra; Flavio L Pinheiro. "The network effects of NGOs on social capital and innovation among smallholder farmers". Annals Of Regional Science (2023): http://hdl.handle.net/10362/158372.
    https://doi.org/10.2139/ssrn.3312468
  17. Rita, Paulo; Vong, Celeste; Pinheiro, Flávio; Mimoso, João; Paulo Rita; Celeste Vong; Flavio L Pinheiro; João Mimoso. "A sentiment analysis of Michelin-starred restaurants". European Journal of Management and Business Economics (2023): http://hdl.handle.net/10362/143310.
    https://doi.org/10.1108/EJMBE-11-2021-0295
  18. Lyra, Marcos S.; Damásio, Bruno; Pinheiro, Flávio L.; Bacao, Fernando. "Fraud, corruption, and collusion in public procurement activities, a systematic literature review on data-driven methods". Applied Network Science 7 1 (2022): http://dx.doi.org/10.1007/s41109-022-00523-6.
    Published • 10.1007/s41109-022-00523-6
  19. Pedro Sarmento; Marcel Motta; Ian J. Scott; Flávio L. Pinheiro; Miguel de Castro Neto. "Impact of COVID-19 lockdown measures on waste production behavior in Lisbon". Waste Management 138 (2022): 189-198. https://doi.org/10.1016/j.wasman.2021.12.002.
    10.1016/j.wasman.2021.12.002
  20. António Curado; Hyejin Youn; Bruno Damásio; Sara Encarnação; Cristian Candia; Flávio L. Pinheiro. "Scaling behavior of public procurement activity". PLOS ONE (2021): https://doi.org/10.1371/journal.pone.0260806.
    10.1371/journal.pone.0260806
  21. Marcos da Silva Lyra; António Curado; Bruno Damásio; Fernando Bacao; Flavio L Pinheiro. "Characterization of the Firm-Firm Public Procurement Co-Bidding Network from the State of Ceará (Brazil) Municipalities". Applied Network Science 6 1 (2021): 1-10. https://novaresearch.unl.pt/en/publications/5ce143f5-77de-451c-a7be-79ca474410f5.
    10.1007/s41109-021-00418-y
  22. Dominik Hartmann; Diogo Ferraz; Mayra Bezerra; Andreas Pyka; Flavio L Pinheiro. "Comparing cars with apples? Identifying the appropriate benchmark countries for relative ecological pollution rankings and international learning". Frontiers in Environmental Science 9 (2021): 1-17. https://novaresearch.unl.pt/en/publications/f5ae9001-875c-4ae0-91d1-3c4c5731cb93.
    10.3389/fenvs.2021.779378
  23. Dominik Hartmann; Ligia Zagato; Paulo Gala; Flavio L. Pinheiro. "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 (2021): 1-13. https://doi.org/10.1016/j.strueco.2021.04.007.
    10.1016/j.strueco.2021.04.007
  24. Flavio L Pinheiro; Dominik Hartmann; Ron Boschma; César A. Hidalgo. "The time and frequency of unrelated diversification". Research Policy (2021): https://novaresearch.unl.pt/en/publications/2e69b843-1e62-443e-86e8-15c1f0239563.
    10.1016/j.respol.2021.104323
  25. Flávio L. Pinheiro; Jorge M. Pacheco; Francisco C. Santos. "Stable leaders pave the way for cooperation under time-dependent exploration rates". Royal Society Open Science 8 2 (2021): 200910-200910. https://doi.org/10.1098/rsos.200910.
    10.1098/rsos.200910
  26. Sarmento, Pedro; Nascimento, Marcel Motta do; Ian Scott; Flávio L. Pinheiro; Neto, Miguel de Castro Simões Ferreira. "Exploring the differential impact of COVID-19 lockdown measures on waste production behavior in Lisbon". Waste Management (2021):
    Under revision
  27. Marcin Waniek; Khaled Elbassioni; Flavio L Pinheiro; César A. Hidalgo; Aamena Alshamsi. "Computational aspects of optimal strategic network diffusion". Theoretical Computer Science 814 (2020): 153-168. https://novaresearch.unl.pt/en/publications/d7cae421-0883-46e8-91e8-61abcb5b7fd0.
    10.1016/j.tcs.2020.01.027
  28. Cristian Candia; Sara Encarnação; Flavio L Pinheiro. "The higher education space". EPJ Data Science 8 1 (2019): https://novaresearch.unl.pt/en/publications/4c31a9e7-ff7e-4d5c-95f6-c4294703f5d8.
    10.1140/epjds/s13688-019-0218-4
  29. Vítor V. Vasconcelos; Simon A. Levin; Flávio L. Pinheiro. "Consensus and polarization in competing complex contagion processes". Journal of The Royal Society Interface 16 155 (2019): 20190196-20190196. https://doi.org/10.1098/rsif.2019.0196.
    10.1098/rsif.2019.0196
  30. Hartmann, D.; Bezerra, M.; Lodolo, B.; Pinheiro, F.L.. "International trade, development traps, and the core-periphery structure of income inequality". EconomiA (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85076971312&partnerID=MN8TOARS.
    10.1016/j.econ.2019.09.001
  31. Aamena Alshamsi; Flávio L. Pinheiro; Cesar A. Hidalgo. "Optimal diversification strategies in the networks of related products and of related research areas". Nature Communications (2018): https://doi.org/10.1038/s41467-018-03740-9.
    10.1038/s41467-018-03740-9
  32. Ana Sofia Ribeiro; Flávio L. Pinheiro; Francisco C. Santos; Amélia Polónia; Jorge M. Pacheco. "Structural and temporal patterns of the first global trading market". Royal Society Open Science (2018): https://doi.org/10.1098/rsos.180577.
    10.1098/rsos.180577
  33. Flávio L. Pinheiro; Dominik Hartmann. "Intermediate Levels of Network Heterogeneity Provide the Best Evolutionary Outcomes". Scientific Reports 7 1 (2017): https://doi.org/10.1038/s41598-017-15555-7.
    10.1038/s41598-017-15555-7
  34. Pinheiro, F.L.; Santos, F.C.; Pacheco, J.M.. "Linking Individual and Collective Behavior in Adaptive Social Networks". Physical Review Letters 116 12 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-84962359847&partnerID=MN8TOARS.
    10.1103/PhysRevLett.116.128702
  35. Pinheiro, F.L.; Santos, M.D.; Santos, F.C.; Pacheco, J.M.. "Origin of peer influence in social networks". Physical Review Letters 112 9 (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84896378510&partnerID=MN8TOARS.
    10.1103/PhysRevLett.112.098702
  36. Pinheiro, F.L.; Vasconcelos, V.V.; Santos, F.C.; Pacheco, J.M.. "Evolution of All-or-None Strategies in Repeated Public Goods Dilemmas". PLoS Computational Biology 10 11 (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84912058832&partnerID=MN8TOARS.
    10.1371/journal.pcbi.1003945
  37. Vukov, J.; Pinheiro, F.L.; Santos, F.C.; Pacheco, J.M.. "Reward from Punishment Does Not Emerge at All Costs". PLoS Computational Biology 9 1 (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84873516952&partnerID=MN8TOARS.
    10.1371/journal.pcbi.1002868
  38. Pinheiro, F.L.; Pacheco, J.M.; Santos, F.C.. "From local to global dilemmas in social networks". PLoS ONE 7 2 (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84857433094&partnerID=MN8TOARS.
    10.1371/journal.pone.0032114
  39. Santos, M.D.; Pinheiro, F.L.; Santos, F.C.; Pacheco, J.M.. "Dynamics of N-person snowdrift games in structured populations". Journal of Theoretical Biology 315 (2012): 81-86. http://www.scopus.com/inward/record.url?eid=2-s2.0-84868217182&partnerID=MN8TOARS.
    10.1016/j.jtbi.2012.09.001
  40. Pinheiro, F.L.; Santos, F.C.; Pacheco, J.M.. "How selection pressure changes the nature of social dilemmas in structured populations". New Journal of Physics 14 (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84864360552&partnerID=MN8TOARS.
    10.1088/1367-2630/14/7/073035
  41. Santos, F.C.; Pinheiro, F.L.; Lenaerts, T.; Pacheco, J.M.. "The role of diversity in the evolution of cooperation". Journal of Theoretical Biology 299 (2012): 88-96. http://www.scopus.com/inward/record.url?eid=2-s2.0-84857913058&partnerID=MN8TOARS.
    10.1016/j.jtbi.2011.09.003
  42. Moreira, J.A.; Pinheiro, F.L.; Nunes, A.; Pacheco, J.M.. "Evolutionary dynamics of collective action when individual fitness derives from group decisions taken in the past". Journal of Theoretical Biology 298 (2012): 8-15. http://www.scopus.com/inward/record.url?eid=2-s2.0-84855791955&partnerID=MN8TOARS.
    10.1016/j.jtbi.2011.12.027
  43. Pacheco, J.M.; Pinheiro, F.; Santos, F.C.. "Population structure induces a symmetry breaking favoring the emergence of cooperation". PLoS Computational Biology 5 12 (2009): http://www.scopus.com/inward/record.url?eid=2-s2.0-74549144963&partnerID=MN8TOARS.
    10.1371/journal.pcbi.1000596
Report
  1. Elsa Natália; Rafael Borges; Luís Semedo; Carolina Vasconcelos; Niclas Frederic Sturm; Bruno Damásio; Flávio L. Pinheiro. 2026. Embedded Knowledge and Networks. https://novaresearch.unl.pt/en/publications/5f87b449-ffff-4ca9-bebe-bc196a1a4d35.
    10.5281/zenodo.18462756
Thesis / Dissertation
  1. Pinheiro, Flávio Luis Portas. "Characterization of self-organization processes in complex networks". PhD, 2016. http://hdl.handle.net/1822/41856.
  2. Pinheiro, Flávio Luís Portas, 1987-. "The impact of diversity in the emergence of cooperation". Master, 2011. http://hdl.handle.net/10451/8759.
Working paper
  1. Vítor V. Vasconcelos; Flávia M. D. Marquitti; Theresa Ong; Lisa C. McManus; Marcus Aguiar; Amanda B. Campos; Partha S. Dutta; et al. 2023. "Rate-Induced Transitions in Networked Complex Adaptive Systems". https://novaresearch.unl.pt/en/publications/ba8156e4-51a3-4708-b820-c3733295802d.
    10.48550/arXiv.2309.07449
  2. Cristian Candia; Javier Pulgar; Flavio L Pinheiro. 2022. "Interconnectedness in Education Systems". https://novaresearch.unl.pt/en/publications/00e992c1-fb48-438a-8101-35577d9f1d8d.
    10.48550/arXiv.2203.05624
  3. Flavio L Pinheiro; Pierre-Alexandre Balland; Ron Boschma; Dominik Hartmann. 2022. "The Dark Side of the Geography of Innovation. Relatedness, Complexity, and Regional Inequality in Europe". https://novaresearch.unl.pt/en/publications/30d82dd0-7c50-4829-a38c-0c3dc58c794d.
    10.1080/00343404.2022.2106362
  4. Flávio L. Pinheiro; Aamena Alshamsi; Dominik Hartmann; Ron Boschma; Cesar A. Hidalgo. 2018. "Shooting Low or High: Do Countries Benefit from Entering Unrelated Activities?". https://arxiv.org/abs/1801.05352.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2026/07 Knowledge Networks: from diversification patterns to development traps 25.º Encontro dos Caminhos da Complexidade
Fundação Oriente (Portugal)
2026/04/08 Relatedness, Complexity, and Regional Cohesion in Europe RISIS Seminars
USI – Università della Svizzera Italiana (Italy)
2026/01/08 How Networks Constrain What We Do and What We Learn Siemens Innovation Day
Siemens Mobility (Lisboa, Portugal)
2025/04/16 Economic Networks: from diversification patterns to development traps Research Seminars of the Physics Department at FCUL
Faculdade de Ciências da Universidade de Lisboa (Portugal)
2024/06/06 Economic Networks¿from diversification patterns ¿to development traps International Workshop: Economic complexity and opportunities for smart and sustainable growth
Magic Information Management Research Center (Lisboa, Portugal)
2024/02/27 Análise de Redes e modelos de aprendizagem social Learn and Drink!
GALP (Lisboa, Portugal)
2023/05/12 Tracking the Emergence of Cooperation in Complex Networks CRiSS-LAB Seminar Series
Universidad del Desarrollo (Santiago, Chile)
2021/10 O papel da Análise de Redes na representação e descodificação de estruturas de dados complexas 3a Jornadas de Gestão de Informação
(Santarém, Portugal)
2021/10 A Complexity approach to study public procurement contracts DataCICS Seminars
Universidad del Desarollo (Santiago, Chile)
2019/09 Living in the Network CARA 2019 – Colóquio de Análise de Redes
ISEG/UL (Lisboa, Portugal)
2019/02 Foreign direct investment, understanding the position of Portugal in a European FDI network Conference on external Statistics by Banco de Portugal
Banco de Portugal (Lisboa, Portugal)
2018/11/20 Data Science for the Social Good Master Class Series at the Porto Business School
Universidade do Porto Business School (Porto, Portugal)
2018/07/01 From Consensus to Polarization Under Complex Contagion The Ninth International Conference on Complex Systems
(Boston, United States)
2018/07/01 Local Wealth Redistribution and the Sustainability of Cooperation in Multiagent Systems International Conference on Autonomous Agents and Multi Agent Systems 2018
(Stockholm, Sweden)
2017/09/02 When to Target hubs? Strategic Diffusion in Complex Networks Conference of Complex Systems 2017
(Cancun, Mexico)
2017/09/01 Unveiling the Higher Education Network Conference of Complex Systems 2017
(Cancun, Mexico)
2017/07/02 From local to global social dilemmas in complex networks Seminar at Max Planck Institute
(Leipzig, Germany)
2017/07/01 Mapping the Higher Education Network International Conference on Computational Social Sciences
(Cologne, Germany)
2017/06/01 How spatial structure impacts the functioning of complex systems Geography Seminars FSCH
(Lisboa, Portugal)
2017/06/01 Mapping the Higher Education Network NetSci - Education
(Indiana, United States)
2017/04/01 How Countries Jump in the Product Space? American Association of Geography Economic Geography Sessions
(Boston, United States)
2017/03/01 How Countries Jump in the Product Space? Innovation Space Workshop
(Riyadh, Saudi Arabia)
2017/01/01 How Countries Jump in the Product Space? B4 - Bots, Bits, Brain and Behavior,
Social Complexity Research Center at Unversidad del Desarrollo (Santiago, Chile)
2015/07/01 The universality of peer-influence in social networks MAP-Fis Conference 2015
(Braga, Portugal)
2015/06/01 The universality of peer-influence in social networks European Conference on Artifial Life 13
(York, United Kingdom)
2015/04/01 The universality of peer-influence in social networks CompleNet 2015
(New York, United States)
2013/09/01 Self-Organized Game Dynamics in Complex Networks European Conference on Complex Systems 13,
(Barcelona, Spain)
2012/09/01 Self-Organized Game Dynamics in Complex Networks Social Structure Summer School
(Göttingen, Germany)
2012/04/01 Tracking the Evolution of Cooperation in Complex Networked Populations EvoBio 2012
(Malaga, Spain)
2012/02/01 From Local to Global Dilemmas in Complex Networks Dynamical Systems Applied to Biology and Natural Sciences
Universidade de Lisboa (Lisboa, Portugal)
2012/01/01 Tracking the Emergence of cooperation in complex networks MAP-Fis Conference 2012
Universidade do Minho (Braga, Portugal)
2011/11/01 An introduction to complex networks Oficinas de Investigação do CITCEM 2012
(Porto, Portugal)

Supervision

Thesis Title
Role		 Degree Subject (Type)
Institution / Organization
2026 - 2026 To fork or not to fork, that´s the GitHub question
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2026 - 2026 Forecasting Hybrid Power Plant Generation: The case of Joint and Isolated Solar and Wind Forecasting in Hybrid Power Plants in the Iberian Peninsula.
Supervisor
 Marketing Analítico (Master)
Universidade Nova de Lisboa NOVA Information Management School, Portugal
2026 - 2026 Unlocking History: Evaluating State-of-the-Art Language Models on Historical Texts
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa NOVA Information Management School, Portugal
2025 - 2025 The application of Anna Karenina Principle on Portuguese Restaurants Online Reviews: A BERTopic Approach
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Public Investment and Regional Diversification in Europe: An Economic Complexity Perspective
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Enhanced Network Infrastructure Visualization: A Graph-Based Approach to Asset Management and Security Monitoring. .
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Data-Driven Customer Segmentation for Optimized Marketing and Strategic Business Growth
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Evaluating Ensemble Neural Networks as an Alternative to Tree-Based Methods for Heart Disease Prediction Using Oversampling Methods
Co-supervisor
 Marketing Analítico (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Migration Dynamics in Brazil: A Spatial Econometric Analysis
Co-supervisor
 Tecnologias Geoespaciais (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Multi-polarization in the 9th term of the European Parliament
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Anomaly Detection in Portuguese Public Procurement Contracts: An Embedding-Based Machine Learning Approach
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Portuguese Digital Ecosystem: A Cross-Platform Comparison of Toxicity, Sentiment, and Moral Language in Online Discourse. .
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Beyond Ratings: A Social Graph Approach to Restaurant Recommendation Using Google Maps and Instagram Data
Supervisor
 Marketing Analítico (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 XKCD 2347: The Hidden Pillars of Open-Source Ecosystems
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 A multidimensional approach to the principle of relatedness
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Design and Implementation of a Data Repository for Collaborative Research: A Pilot Platform for Dataset Management and Continuity: Supporting Sustainable Research Through Structured Data Access and Collaboration
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Exploring Narrative Structures in Portuguese Literature: A Computational Analysis
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 A Linguistic Comparison Between Human- and AI-generated European Portuguese Content
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2025 - 2025 Comparative Analysis of Housing Affordability in Portugal, Spain and Italy´s regions: a Clustering Approach
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2020 - 2025 Navigating Power Structures in the Gig Economy: Social Network Dynamics and Algorithmic Management
Co-supervisor of Gustavo Rodrigues Pilatti
 Programa de Pós-Graduação em Administração, Faculdade de Economia, Administração, Contabilidade e Atuária (PhD)
Universidade de São Paulo Faculdade de Economia Administração e Contabilidade, Brazil
2024 - 2024 Extraction and Exploration of Morality on Social Networks: Analyzing Twitter discussions with the Moral Foundations Theory
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Enhancing luxury E-commerce through Recommender systems: Exploring the Role of Brand-to-Brand Affinity in Marketplaces
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Network analysis of characters in portuguese literature
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Europe, your cities, your tweets: Digital European Identity through the lens of Twitter microblogging
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Mapping a Co-competition Network of the Portuguese Public Procurement Market
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Aumentando a eficácia da detecção de fraudes em ecommerce: variáveis geradas através de chave baseada em grafos
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Unveiling the Relationship Between Fan Sentiment and Player Performance - Assessing Players, Key Factors, and Field Position Biases
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Patterns of Public Procurement Activity in Europe
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 The application of Anna Karenina principle on restaurants online reviews: a Portuguese case study
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Dashboards para controlo de qualidade de dados: Comparação entre dados de títulos do BCE e do BDP
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Lost in Translation, European Parliamentary Debates Transcripts
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Assessing employee job satisfaction through Sentiment Analysis
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Communities’ susceptibility to collusion in the Portuguese Procurement System: An analysis of communities generated in a co-bidding firm-to-firm network
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Otimização de rotinas de análise de instrumentos financeiros
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Process Data Flow Mining: Feature Selection Using Metaheuristic Algorithms
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Forecasting revenue: budget supporting tool - Forecasting SGB revenue
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Lakehouse Data Architecture: Data as a first-class citizen within an organization
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Newcomb-Benford Law in public procurement contracts
Co-supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Forecasting the Future at Siemens: Innovations in Time Series Analysis with Machine Learning Models
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Data Visualization and Public Policy Turning Open Data into Democratic Data
Supervisor
 Estatística e Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Scaling financial inclusion to drive banks’ annual deposit increase in Sub-Saharan Africa (Improving the percentage of Banked Adult Population using Nigeria’s Financial Access Data Modelling)
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Detection of Portuguese Fake News on Social Media: A Text Classification Approach
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Public Procurement during COVID-19: In-depth analysis of public contracts during the pandemic era
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Predictive Modelling of the Bitcoin Price: A Comprehensive Analysis of Time Series Models - The usage of time-based models in predicting the price of Bitcoin in both the short and long term future
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Towards a Complexity Approach for Mapping Public Procurement Markets - The Role of Public Procurement in Modern Governance
Co-supervisor
 Gestão de Informação (PhD)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 What are the structural differences in character networks within Portuguese-language literary works across various genres?
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Data-Driven Irregularity Detection in Portuguese Public Procurement
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Improving Product Identification in Retail Industry using Computer Vision
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Morality Foundation Theory in Portuguese Plenary Speeches:A Comparative Analysis of Political Parties Using Distributed Dictionary Representations
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Monitoring Public Procurement in Mainland Portugal: Visualization-Driven Web Platform
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 A comparative analysis of Portuguese parties´ legislative programs in 2024: A Multidimensional Study
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Market Entry Dynamics: Thriving in Growth and Decline: Insights into Economic Complexity and National Competitiveness
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Automated reporting system for enhanced worker safety and health: a case study at a supplier for semiconductor industry
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Assessing the Impact of COVID-19 on Live Streaming Platforms: The Case of Twitch.TV
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Morality in Political Discourse in Portugal
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Use of Analytic Methods in the Public Procurement Activity in Spain
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Examining the Public Discourse on Femicide in Ecuador: A Social Media Analysis from 2020 to 2023
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Desempenho de IA Generativa no Copywriting: Um Estudo Comparativo
Supervisor
 Marketing Analítico (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Automating Character Network Extraction for Portuguese Literature: Developing a pipeline for Literary Social Network Analysis
Supervisor
 Marketing Analítico (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2024 - 2024 Unveiling R Package Ecosystem: Using Knowledge Graphs and Large Language Models for Package Exploration
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 Using Flickr to identify and connect tourism Points of Interest: The case of Lisbon, Porto and Faro
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2023 - 2023 Demographics imputation in marketing sector by means of machine learning
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2023 - 2023 Comparative Study Of Implementing The On-Premises and Cloud Business Intelligence On Business Problems In a Multi-National Software Development Company
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2023 - 2023 Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2023 - 2023 Implementing an SQL Based ETL Platform for Business Intelligence Solution
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2023 - 2023 The Effect of Public Procurement by Category on Innovation Output: A Fixed Effects Model using Driscoll and Kraay Standard Errors on Municipal Data in Portugal
Co-supervisor
 Estatística e Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2023 - 2023 Understanding geographical disposition of midas forecasting accuracy in european countries
Co-supervisor
 Estatística e Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2023 - 2023 Triple extraction leveraging sentence transformers and dependency parsing
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2023 - 2023 Customer Segmentation: An application to dental medicine patients
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2023 - 2023 Multi-country Analysis of Unemployment Rate Nowcasting During Covid-19 With Search Query Data
Co-supervisor
 Estatística e Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 The Macroeconomic Impact of Jair Bolsonaro: A Synthetic Control Approach
Co-supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 COVID-19 impact on tourists´ demand for accommodations in the sharing economy: the case of Airbnb
Co-supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 Detecting Corruption Indices in Portuguese Public Procurement: Proof of Concept for the development of GOVWISE´s Integrity System
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 Public policy: turning open data into democratic data - Portal Quality Assessment - Comparative Analysis
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 Public Procurement As A Policy Tool For Growth
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 Business intelligence-centered software as the main driver to migrate from spreadsheet-based analytics
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 Toxicity in Evolving Twitter Topics - Employing a novel Dynamic Topic volution Model (DyTEM) on Twitter data
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 Automatização do processo de produção de estatísticas no banco de Portugal
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 Impact of Automation and Visualization on a Toyota´s European process
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 Decoding Success with Zero-Inflated and Hurdle Models: Unveiling the Winning Strategies in Portuguese Public Procurement Activity - Evidence from Portugal
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 S&P 500 Versus Select Individual Stocks Dashboard Based on Big Data Infrastructure
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2021 - 2023 Using Network Analysis to Map Public Procurement Activities in Ceará Municipalities (Brazil)
Co-supervisor of Marcos da Silva Lyra
 Gestão de Informação (PhD)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2022 - 2022 Discovering the influence of student’s social network on academic performance and peer influence patterns in a period of social distancing
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Fake news: characterization of different individual profiles in relation to different news topics
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Pricing network analysis of a supermarket chain in Portugal
Supervisor
 Estatística e Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 The morality of political speech in parliamentary debates: an analysis of parliamentary party dynamics, based on what they say and how they say it
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Assessing COVID-19 impact on user opinion towards videogames - Sentiment analysis and structural break detection on steam data
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Bunching Below Thresholds: Evidence from Portugal
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Building a responsible procurement platform using supplier evaluation data
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Psychographic And Behavioral Segmentation Of Food Delivery Application Customers To Increase Intention To Use
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Spatial Conflict prediction using Machine Learning
Co-supervisor
 Tecnologias Geoespaciais (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 The Impact of Political Cycles’ Changes on Local Public Procurement: Evidence from Portuguese Municipalities
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Identify popular hotspots through the analysis of movement patterns from social networks in rural areas: Case study of the Borbera Valley in North Italy
Co-supervisor
 Tecnologias Geoespaciais (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Global cross-country investment relationships: using network analysis and interactive visualization techniques
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Business Intelligence: Development of a performance monitoring dashboard in a pharmaceutical company
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Lane Model Validation: Ground Truth Generation and Lane Model Evaluation
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Data Science for Internal Audit in Banking: Refinement of an Internal Audit Alarmistic System with Machine Learning
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Nortear: A platform to support higher education applicants’ decisions
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 The impact of influencers on restaurants reviews : a Tripadvisor case
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Developing a data driven CSR tool for impactful performance analysis at a dutch bank: Leading towards the exclusion of investments in controversial activities of (potential) clients
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 (Un)employment in unprecedented times: Understanding unemployment during the COVID-19 outbreak
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Using Data Mining to improve Claims Management: A project implementation in a logistic carrier company
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Smart strategies for economic diversification and inclusive growth in Mozambique
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Time Series Forecasting: An Application to Balance Sheet
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Customer Review Analysis
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 The factors influencing the adoption of mental health applications
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2022 - 2022 Using business data to assess the impact of Covid-19 in Portuguese Private Sector Activity
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Scaling behavior of public procurement activity
Co-supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Time series classification for device fingerprinting: internship project at a telecommunications and technology company
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Predictive maintenance of electrical grid assets: internship at EDP Distribuição - Energia S.A.
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Policy renewal optimization project in health insurance
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Centralised monitoring and alerting solution for complex information management infrastructure
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Collaborative-demographic hybrid for financial: product recommendation
Co-supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 The importance of Quality Assurance as a Data Scientist: Commom pitfalls, examples and solutions found while validation and developing supervised binary classification models
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Presentation Bias in movie recommendation algorithms
Supervisor
 Estatística e Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Machine learning methods to detect money laundering in the Bitcoin blockchain in the presence of label scar
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Data Profiling in Cloud Migration: Data Quality Measures while Migrating Data from a Data Warehouse to the Google Cloud Platform
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Extract, Transform, and Load data from Legacy Systems to Azure Cloud
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Implementation of a “Mortgage Smart Pricing Engine” based on advanced analytics solutions - Internship at Millennium BCP
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Predictive Maintenance use case employing Survival Analysis in a telecommunication company
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Modelação Preditiva para a Distribuição de Objetivos Comerciais no Setor Bancário
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 A redefinition of iFood’s Coverage Health - Score including qualitative features
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Simulating Traffic Patterns of Cars as a Result of Closing a Specific Road
Co-supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Characterising sentiment spill-over in restaurant reviews
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Development of a Time Series Similarity Search Application for Unlabeled Glucose Measurements
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Text Mining Research Project: Internship at Ageas Portugal
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Clinical pathways: A better understanding of customer’s journey
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Public Procurement Proximity Network: An Economic Complexity Application
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Topological Expressiveness of Neural Networks: Topology of Learning
Co-supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 GDPR in Portugal: Analysis of citizens’ perception about privacy
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 O demarketing verde como o conector que aproxima a sustentabilidade ambiental da inclusão socioeconómica: a matriz demarket + ing
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Roadside Boundary Perception for Autonomous Driving using Machine Learning techniques on Radar Reflections
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2021 - 2021 Machine learning approaches for tomato crop yield prediction in precision agriculture
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2020 - 2020 An assessment of the portuguese OTC market network structure under EMIR - Bringing light to the portuguese OTC CDS Market
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2020 - 2020 Recolha de contratos de despesa pública e segmentação dos perfis de despesa a nível municipal
Supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2020 - 2020 Personalized marketing campaign for upselling using predictive modeling in the health insurance sector
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2020 - 2020 Lisboom, speculation in Lisbon’s housing market
Supervisor
 Estatística e Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2020 - 2020 Tripadvisor reviews on Michelin-starred restaurants: a sentiment analysis
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2020 - 2020 Time series forecasting for a call center in a Warsaw holding company
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2020 - 2020 Impact evaluation of skin color, gender, and hair on the performance of eigenface, ICA, and, CNN methods
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2020 - 2020 Big data analysis for accurate decisions: internship experience at Neoway S.A.
Supervisor
 Métodos Analíticos Avançados (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2020 - 2020 Biased artificial intelligence - algorithmic fairness and human perception on biased AI
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2020 - 2020 Evolution of cooperation in multilayer networks
Co-supervisor
 Gestão de Informação (Master)
Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal

Event organisation

Event name
Type of event (Role)		 Institution / Organization
2025 - Current The 3rd edition of the Data Research Meet Up by MagIC will bring together the Data Science research community, creating a space for sharing knowledge, discussing emerging challenges, and strengthening connections across disciplines. This year’s keynote speaker is Professor Esteban Moro, a leading scholar in computational social science and Full Professor at Northeastern University. (2025/12/18 - 2025/12/18)
Seminar (Co-organiser)
 Universidade Nova de Lisboa NOVA Information Management School, Portugal
2024/06 - Current International Workshop: Economic complexity and opportunities for smart and sustainable growth (2024/06)
Seminar (Co-organiser)
 Universidade Nova de Lisboa, Portugal

Universidade Federal de Santa Catarina, Brazil

Fundação para a Ciência e a Tecnologia, Portugal

Conselho Nacional de Desenvolvimento Científico e Tecnológico, Brazil
2022 - Current Social Dynamics Seminars (2022)
Seminar (Co-organiser)
 Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal

Universiteit van Amsterdam, Netherlands
2023/07 - 2023/07 Computational Social Complexity (CSCx) Thematic Track at the International Conference on Computational Science (2023/07 - 2023/07)
Workshop (Co-organiser)
2019/04/09 - 2019/12/12 Member of the local committee of the International Conference on Complex Networks (2019/12/10 - 2019/12/12)
Conference (Member of the Organising Committee)
2019/01/01 - 2019/05/27 Network Interventions for the Social Good Workshop, 10th International Conference on Complex Systems (2019/05/27 - 2019/05/27)
Workshop (Co-organiser)
 University of Vermont, United States
2018/07/01 - 2018/07/01 Network Interventions for the Social Good Workshop, 9th International Conference on Complex Systems (2018/07/01 - 2018/07/01)
Workshop (Co-organiser)

Event participation

Activity description
Type of event		 Event name
Institution / Organization
2022/03/27 - 2022/04/01 Workshop on Rate-Induced Transitions in Networked Systems
Workshop
 Rate-Induced Transitions in Networked Systems
Banff International Research Station, Canada
2018/01/06 - 2018/01/12 Part of a team of 10 researchers from the MIT Media Lab that travel to Japan in January 2018 for a 5-day workshop to engage with Media Lab sponsor companies in Tokyo, Osaka, and Hamamatsu. Each workshop involved a 10-minute presentation and ideation sessions with members of the hosting companies. I traveled as the representative of the Collective Learning Group. The Workshop was organized by Mirei Rioux
Workshop
Massachusetts Institute of Technology Media Lab, United States

Jury of academic degree

Topic
Role		 Candidate name (Type of degree)
Institution / Organization
2026/07/21 The Dynamics of Comparative Advantage: A Calibrated Model of Specialisation Strategy in the Product Space
(Thesis) Arguer
 Francesco Tiepolo (Master)
Universiteit van Amsterdam Instituut voor Informatica, Netherlands
2026/07/18 Modelling economic ecosystems through ecological principles
(Thesis) Arguer
 Max Bohle (Master)
Universiteit van Amsterdam Instituut voor Informatica, Netherlands
2026/06/02 Second Doctoral Seminar of Quinten De Wettinck. Title Estimating Granular Product Sustainability Impacts from Trade Data Using Double Machine Learning
(Thesis) Arguer
 Quinten De Wettinck (PhD)
Katholieke Universiteit Leuven Onderzoekseenheid Economie, Belgium
2024/07/09 Anti-money Laundering using Graph Techniques
(Thesis) Main arguer
 Ahmad Naser Eddin (PhD)
Universidade do Porto Faculdade de Ciências, Portugal

Ad Hoc journal article review

Journal title (ISSN) Publisher
2024 - Current Chaos, solitons and fractals (0960-0779)
2024 - Current Nature communications (2041-1723) Nature Publishing Group
2024 - Current Research Policy (0048-7333) Elsevier Editorial
2023 - Current Communications physics (2399-3650) Nature Publishing Group
2023 - Current PloS one (1932-6203) PLOS
2022 - Current Regional Studies (0034-3404) Taylor & Francis
2019 - Current Nature Physics (1745-2473) Nature Portfolio
2015 - Current Physical Review Letters (0031-9007) American Physical Society
2013 - Current Physical Review E (2470-0045) American Physical Society
2012 - Current Scientific Reports (2045-2322) Nature Publishing Group

Conference scientific committee

Conference name Conference host
2025 - Current European Conference in Artificial Intelligence (ECAI 2025)
2025 - Current Northeast Regional Conference on Complex Systems (NRCCS 2025)
2025 - Current Fourteenth International Conference on Complex Networks & Their Applications
2025 - Current France's International Conference on Complex Systems FRCCS 2025
2026 - 2026 CS2Nordics - The Nordic Conference on Computational Social Science
2026 - 2026 CCS 2026: The 2026 Conference on Complex Systems
2026 - 2026 The 18th International Conference on Advances in Social Networks Analysis and Mining
2026 - 2026 The Italian Conference On Computational Social Science 2026
2026 - 2026 Fifteenth International Conference on Complex Networks & Their Applications
2026 - 2026 The Sixth International Symposium on Complex Systems
2025 - 2025 Conference on Complex Systems 2025
2024 - 2024 European Conference in Artificial Intelligence (ECAI 2024)
2024 - 2024 Conference on Economic Complexity Center for Collective Learning
2024 - 2024 Conference on Complex Systems 2024 Northeastern University, London
2024 - 2024 The 13th International Conference on Complex Networks & Their Applications
2023 - 2023 The 12th International Conference on Complex Networks and their Applications
2023 - 2023 International Conference on Computational Science
2023 - 2023 European Conference in Artificial Intelligence (ECAI 2023)
2022 - 2022 The 11th International Conference on Complex Networks & Their Applications
2021/12 - 2021/12 The 10th International Conference on Complex Networks and their Applications
2021 - 2021 Northeast Regional Conference on Complex Systems (NRCCS 2021)
2021 - 2021 International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021)
2021 - 2021 INForum 2021
2020 - 2020 Northeast Regional Conference on Complex Systems (NRCCS 2020)
2020 - 2020 European Conference in Artificial Intelligence (ECAI 2020)
2020 - 2020 Tenth International Conference on Complex Systems (ICCS)
2020 - 2020 The 9th International Conference on Complex Networks & Their Applications
2020 - 2020 2020 International Joint Conference on Artificial Intelligence (IJCAI-PRICAI 2020)
2019/03/05 - 2019/09/06 INForum — Simpósio de Informática Universidade do Minho
2019 - 2019 The 8th International Conference on Complex Networks and their Applications (2019)
2019 - 2019 Northeast Regional Conference on Complex Systems (NRCCS 2019)
2018 - 2018 Northeast Regional Conference on Complex Systems (NRCCS 2018)
2018 - 2018 International Conference on Complex Systems (ICCS)

Consulting

Activity description Institution / Organization
2023 - 2024 Improving the Efficiency and Transparency of Procurement in Portugal with a Focus on Strengthening the Control Framework OECD, France
2023 - 2023 Moldova – In the midst of crisis lies opportunity for smart diversification of Moldova by attending EU nearshoring calls? World Bank, United States
2021/07/01 - 2021/08/31 Development of a report to identify the potential of synergies for the economic and regional integration of north and south Cyprus. World Bank, United States
2020/01/01 - 2020/01/31 Use Economic Complexity methods to explore the opportunities for the development of the Mexican States by looking at import opportunities. World Bank, United States

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2023/02 - Current Network Analysis Ciência de Dados (Licenciate Degree) Universidade Nova de Lisboa Escola de Gestão de Informação, Portugal
2019 - Current Social Network Analysis Digital Marketing and Analytics (Post-Bachelor's Specialization) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2018 - Current Programming for Data Science Enterprise Data Science & Analytics (Postgraduate Program) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2018 - Current Programming for Data Science Métodos Analíticos Avançados (Integrated Master's Degree) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2019 - 2024 Data Science for Hospitality and Tourism I Data Science for Hospitality and Tourism I (Post-Bachelor Specialization) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2018 - 2024 Big Data Analytics Métodos Analíticos Avançados (Integrated Master's Degree) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2018 - 2024 Big Data Analytics Gestão de Informação (Integrated Master's Degree) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2019 - 2021 Big Data Modelling and Management Métodos Analíticos Avançados (Integrated Master's Degree) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2018 - 2021 Big Data for Finance Data Science for Finance (Postgraduate Program) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2019 - 2020 Data Science for Marketing Digital Marketing and Analytics (Post-Bachelor's Specialization) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2018 - 2019 Storing and Retrieving Data Métodos Analíticos Avançados (Integrated Master's Degree) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal

Journal scientific committee

Journal title (ISSN) Publisher
2026/06 - Current Scientific Reports (2045-232) Nature Portfolio

Mentoring / Tutoring

Topic Student name
2020/09/01 - 2021/06/30 Gulbenkian Programa de Novos Talentos em Inteligência Artificial Pedro Alves
Distinctions

Award

2026 Regional Studies Best Paper Award
Regional Studies Association, United Kingdom