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By February 2024, Vitor Miguel Ribeiro published 21 articles in international journals, 5 book chapters, 1 conference paper and 2 international patents. He works in the area of Social Sciences with emphasis in Artificial Intelligence, Advanced Econometrics, Industrial Organization, and Regulation. He is Assistant Professor at the Faculty of Economics of the University of Porto (FEP.UP) and Associate Researcher at the Center of Economics and Finance of the University of Porto (CEF.UP).
Identificação

Identificação pessoal

Nome completo
Vitor Miguel Ribeiro

Identificadores de autor

Ciência ID
1E1C-35C8-BC17
ORCID iD
0000-0002-7223-9841

Endereços de correio eletrónico

  • vmsrib@hotmail.com (Profissional)
  • vsribeiro@fep.up.pt (Profissional)

Websites

Domínios de atuação

  • Ciências Sociais - Economia e Gestão - Economia

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Espanhol; Castelhano Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Alemão Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2)
Formação
Grau Classificação
2009 - 2015/01/05
Concluído
 Economics (Doutoramento)
Especialização em Economia Industrial
Universidade do Porto Faculdade de Economia, Portugal
"Product Differentiation in Two-Sided Markets" (TESE/DISSERTAÇÃO)
 17
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2020/11 - 2021/08 Investigador Auxiliar (carreira) (Investigação) Instituto Superior de Administração e Gestão, Portugal
2019/05 - 2020/10 Investigador Contratado (Investigação) Universidade do Porto, Portugal
Centro de Economia e Finanças, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2021/09 - Atual Professor Auxiliar (Docente Universitário) Universidade do Porto Faculdade de Economia, Portugal

Outros

Categoria Profissional
Instituição de acolhimento 		Empregador
2017/07 - 2019/04 Postdoctoral Researcher Universidade de Aveiro, Portugal
2017/01 - 2017/06 Visiting Researcher The University of Manchester, Reino Unido
2015/04 - 2016/10 Postdoctoral Researcher Autoridade Nacional de Comunicacoes, Portugal
2009/09 - 2015/01/05 Ph.D. candidate Universidade do Porto Faculdade de Economia, Portugal
Projetos

Bolsa

Designação Financiadores
2017/07 - 2019/06 Econometric and deep learning neural network analysis applied to regional innovation systems
CeNTER
Bolseiro de Pós-Doutoramento
Universidade de Aveiro Departamento de Economia Gestão e Engenharia Industrial, Portugal
 Comissão de Coordenação e Desenvolvimento Regional do Centro
Em curso
2017 - 2019 Observability of Incentive Contracts in Online Platforms
Incentives under Platform Competition
Orientador
Nanjing University of Finance and Economics, China
 National Natural Science Foundation of China
Em curso
2015 - 2016 Investment in Next Generation Access Networks
NGA Investment in Portugal
Bolseiro de Pós-Doutoramento
Autoridade Nacional de Comunicacoes, Portugal
 Autoridade Nacional de Comunicacoes
Em curso
2009 - 2015 Product Differentiation in Two-Sided Markets
Product Differentiation in Two-Sided Markets
Bolseiro de Doutoramento
Universidade do Porto Faculdade de Economia, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído

Projeto

Designação Financiadores
2021/02/01 - 2024/01/31 Impacto das medidas de confinamento relativas ao COVID-19 sobre mobilidade, poluição do ar, saúde e indicadores macroeconómicos em Portugal: uma abordagem em Aprendizado de Máquina
DSAIPA/CS/0086/2020
Universidade do Porto Faculdade de Engenharia, Portugal

Universidade do Porto Faculdade de Economia, Portugal

Administração Regional de Saúde do Norte IP, Portugal

Cruz Vermelha Portuguesa, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2009/11/01 - 2014/08/31 PROGRAMA DE DOUTORAMENTO EM ECONOMIA DA FACULDADE DE ECONOMIA DA UNIVERSIDADE DO PORTO
SFRH/BD/62386/2009
Universidade do Porto Faculdade de Ciências, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
Produções

Publicações

Artigo em conferência
  1. Vitor Miguel Ribeiro; Rui Gonçalves; Fernando lobo Pereira. "Deep Learning Attention Mechanisms Combined with Roll Padding: Application to Household Electric Power Consumption". 2022.
Artigo em revista
  1. Rui Gonçalves; Vitor Miguel Ribeiro. "Convolutional attention with roll padding: Classifying PM2.5 concentration levels in the city of Beijing". Energy (2024):
    https://doi.org/10.1016/j.energy.2023.130045
  2. Vitor Miguel Ribeiro. "Role of next generation access networks on COVID-19 propagation: Empirical assessment with a dynamic multinomial discrete choice model framework". Journal of Digital Economy (2023): https://doi.org/10.1016/j.jdec.2023.06.002.
    10.1016/j.jdec.2023.06.002
  3. Vitor Miguel Ribeiro. "Dynamic correlation among title transfer facility natural gas, Brent oil and electricity EPEX spot markets: Spillover effects of economic shocks on returns and volatility". AIMS Energy (2023):
    10.3934/energy.2023057
  4. Vitor Miguel Ribeiro; Rui Gonçalves; Fernando Lobo Pereira. "Variable Split Convolutional Attention: A novel Deep Learning model applied to the household electric power consumption". Energy (2023):
    10.1016/j.energy.2023.127321
  5. Vitor Miguel Ribeiro; Isabel Soares; Gustavo Soutinho. "Natural Gas Prices in the Framework of European Union’s Energy Transition: Assessing Evolution and Drivers". Energies (2023):
    10.3390/en16042029
  6. Vitor Miguel Ribeiro. "Green bond market boom: did environmental, social and governance criteria play a role in reducing health-related uncertainty?". Green Finance (2023):
    10.3934/GF.2023002
  7. Vitor Miguel Ribeiro; Rui Gonçalves. "Classification and Prediction of Nitrogen Dioxide in a Portuguese Air Quality Critical Zone". Atmosphere (2022):
    10.3390/atmos13101672
  8. Ribeiro, V.M.; Pereira, F.L.; Gonçalves, R.. "Explaining the definition of wholesale access prices in the Portuguese telecommunications industry". Journal of Dynamics and Games (2021):
    10.3934/jdg.2021024
  9. Ribeiro, V.M.. "Sulfur dioxide emissions in Portugal: Prediction, estimation and air quality regulation using machine learning". Journal of Cleaner Production 317 (2021): 128358-128358. https://doi.org/10.1016/j.jclepro.2021.128358.
    10.1016/j.jclepro.2021.128358
  10. Ribeiro, V.M.; Bao, L.. "Impact of next-generation access networks on the innovation efficiency of Portuguese municipalities: A spatial econometrics approach". Regional Science Policy & Practice (2021): https://doi.org/10.1111/rsp3.12436.
    10.1111/rsp3.12436
  11. Ribeiro, V.M.; Bao, L.. "Professionalization of Online Gaming? Theoretical and Empirical Analysis for a Monopoly-Holding Platform". Journal of Theoretical and Applied Electronic Commerce Research 16 4 (2021): 682-708. https://doi.org/10.3390/jtaer16040040.
    10.3390/jtaer16040040
  12. Ribeiro, V.M.; Varum, C.; Daniel, A.. "Introducing microeconomic foundation in Data Envelopment Analysis: effects of the ex-ante regulation principle on regional performance". Journal of the Knowledge Economy (2020):
    10.1007/s13132-020-00661-1
  13. Ribeiro, V.M.; Varum, C.; Daniel, A.. "Introducing microeconomic foundation in DEA: the average-based approach". Spatial Economic Analysis (2019):
    10.1080/17421772.2020.1701701
  14. Gonçalves, R.; Ribeiro, V.M.; Pereira, F.L.; Rocha, A.P.. "Deep learning in exchange markets". Information Economics and Policy 47 (2019): 38-51. http://www.scopus.com/inward/record.url?eid=2-s2.0-85066447242&partnerID=MN8TOARS.
    10.1016/j.infoecopol.2019.05.002
  15. Ribeiro, V.M.. "Dark fiber price regulation in the absence of facilities-based competition". Economia e Politica Industriale (2018): https://doi.org/10.1007/s40812-017-0075-8.
    10.1007/s40812-017-0075-8
  16. Ribeiro, V.M.; Pezzino, M.. "Anticipating the location of a waste collection point: an application based on Portugal". Portuguese Economic Journal (2018): https://doi.org/10.1007/s10258-018-0146-4.
    10.1007/s10258-018-0146-4
  17. Ribeiro, V.M.; Bao, L.; Zhang, Y.. "Observability of Incentive Contract and Platform Competition". Australian Economic Papers (2018):
    10.1111/1467-8454.12110
  18. Ribeiro, V.M.. "Apple's disaster: Linking two-sided markets and strategic delegation". Managerial and Decision Economics (2018): https://doi.org/10.1002/mde.2865.
    10.1002/mde.2865
  19. Ribeiro, V.M.. "Flexibility in the European Telecommunications Industry". Digital Policy, Regulation and Governance (2017): http://www.emeraldinsight.com/doi/abs/10.1108/DPRG-04-2017-0016.
    https://doi.org/10.1108/DPRG-04-2017-0016
  20. Ribeiro, V.M.. "Exclusion and regulatory intervention in investment sharing agreements". Telecommunications Policy (2016): http://www.sciencedirect.com/science/article/pii/S0308596116300726.
    http://dx.doi.org/10.1016/j.telpol.2016.07.002
  21. Ribeiro, V.M.; Correia-da-Silva, J.; Resende, J.. "NESTING VERTICAL AND HORIZONTAL DIFFERENTIATION IN TWO-SIDED MARKETS". Bulletin of Economic Research 68 (2016): 133-145. http://www.scopus.com/inward/record.url?eid=2-s2.0-85007227719&partnerID=MN8TOARS.
    10.1111/boer.12084
Capítulo de livro
  1. Vitor Miguel Ribeiro; Celeste Varum; Ana Dias Daniel. "On the Performance of Regional Innovation Systems". 31-75. Springer International Publishing, 2023.
    10.1007/978-3-031-20577-4_3
  2. Vitor Miguel Ribeiro; Gonçalo Barros. "Revisiting January and turnover effects: Recent evidence around the globe". 2023.
    https://doi.org/10.1016/B978-0-44-313776-1.00039-8
  3. Gonçalves, R.; Pereira, F. L.; Ribeiro, V.M.; Rocha, A.P.. "Roll Padding and WaveNet for Multivariate Time Series in Human Activity Recognition". 2021.
    10.1007/978-3-030-72657-7_23
  4. Ribeiro, Vitor. "Role of Universities on the Level of Regional Growth in Portugal". 2019.
    10.4018/978-1-7998-0174-0.ch010
  5. Ribeiro, V.M.. "A Case Study of Density of Retail Outlets in Portugal: Regulation and Politics in Postal Markets". 2017.
    10.1007/978-3-319-46046-8_7

Propriedade Intelectual

Patente
  1. Vitor Miguel Ribeiro; Rui Gonçalves; Fernando Lobo Pereira. 2023. "Multi-convolutional two-dimensional attention unit for analysis of a multivariable time series three-dimensional input data".
  2. Ribeiro, V.M.; Gonçalves, R.; Pereira, F.L.. 2021. "Multi-convolutional two-dimensional attention unit for analysis of a multivariable time series three-dimensional input data".
    Concedida/Emitida
Atividades

Apresentação oral de trabalho

Título da apresentação Nome do evento
Anfitrião (Local do evento)
2021/11 Explaining the definition of wholesale access prices in the Portuguese Telecommunications Industry II WORKSHOP INDUSTRIAL ECONOMICS RESEARCH
University of Aveiro (Aveiro, Portugal)
2018 Measurement of the Efficiency of Regional Innovation Systems (at CeNTER Seminar on the Role of Communities in Regional Innovation, University of Aveiro, Portugal) CeNTER Seminar on the Role of Communities in Regional Innovation
University of Aveiro (Aveiro, Portugal)
2017 Principles of Wholesale Regulation in Portugal (at ANACOM Seminar on Wholesale Price Control Methods, Lisbon, Portugal) ANACOM Seminar on Wholesale Price Control Methods
ANACOM (Portugal)
2014 Unilateral Divide and Conquer Strategies in Two-Sided Markets (at the 2014 Winter NIE IO Conference of Media and Advertising, University of Manchester, United Kingdom) Winter 2014 NIE Conference IO of Media and Advertising
University of Manchester (Manchester, Reino Unido)
2014 Nesting Vertical and Horizontal Differentiation in Two-Sided Markets (at the 8th Annual Meeting of the Portuguese Economic Journal, University of Minho, Portugal) 8th Annual Meeting of the Portuguese Economic Journal
University of Minho (Braga, Portugal)
2014 Verti-zontally differentiation between competing platforms (at the 3rd Oligo Workshop, University of Sapienza, Italy) 3rd Oligo Workshop
University of Sapienza (Rome, Itália)
2014 Product Differentiation in Two-Sided Markets (at the 10th Ph. D. Seminar of the Faculty of Economics of the University of Porto, University of Porto, Portugal) 10th Ph. D. Seminar of the Faculty of Economics of the University of Porto
University of Porto (Porto, Portugal)
2013 Nesting Vertical and Horizontal Differentiation in Two-Sided Markets (at the UECE Lisbon Meetings 2013: Game Theory and Applications, Higher Institute of Economics and Management (ISEG Lisbon), Lisbon, Portugal) UECE Lisbon Meetings 2013: Game Theory and Applications
Instituto Superior de Economia e Gestão (Lisbon, Portugal)

Orientação

Título / Tema
Papel desempenhado 		Curso (Tipo)
Instituição / Organização
2018 - Atual Co-supervisor of Doctoral Research under the theme "Personalized pricing under platform competition" by Lei Yan (Southeast University, Nanjing, China)
2017 - Atual Co-supervisor of Doctoral Research under the theme "Observability of incentive contracts under platform competition" by Lei Bao (Southeast University, Nanjing, China)
Nanjing University Department of Economics, China

Júri de grau académico

Tema
Tipo de participação 		Nome do candidato (Tipo de grau)
Instituição / Organização
2015/12/18 Principal Arguing Member of the Jury under the Master Thesis "Procura no mercado das telecomunicações no setor fixo e móvel na União Económica e Monetária" by João Pedro Ribeiro Araújo (18/12/2015). Public Information: https://sigarra.up.pt/fep/pt/noticias_geral.ver_noticia?p_nr=5789&p_pnr=6
Arguente principal
 João Pedro Ribeiro Araújo (Mestrado)
Universidade do Porto Faculdade de Economia, Portugal

Arbitragem científica em revista

Nome da revista (ISSN) Editora
2018 - Atual Applied Economics (1466-4283) Informa UK (Taylor & Francis)
2016 - Atual Information Economics and Policy (0167-6245) Elsevier
2014 - Atual Journal of Economics (0931-8658) Springer
2013 - Atual Managerial and Decision Economics (1099-1468) Wiley (John Wiley & Sons)
2013 - Atual Economic Modelling (0264-9993) Elsevier

Consultoria / Parecer

Descrição da atividade Instituição / Organização
2017 - 2017 Theoretical and statistical analysis of the optimal location of waste management systems The University of Manchester, Reino Unido
2016 - 2016 Study on OTT services and content providers. Final Report: https://www.anacom.pt/streaming/RelatorioIntegrado_VersaoPublica_20160122.pdf?contentId=1378519&fie ld=ATTACHED_FILE Autoridade Nacional de Comunicacoes, Portugal
2015 - 2016 Analysis of the impact of infrastructure sharing agreements on social welfare and market efficiency Autoridade Nacional de Comunicacoes, Portugal
2015 - 2015 Substitutability between fixed and mobile service telephony. Final Report: https://www.anacom.pt/streaming/substibandaargafixamovel2015.pdf?contentId=1378676&field=ATTACHE D_FILE Autoridade Nacional de Comunicacoes, Portugal
2014 - 2014 Definition of the regulatory parameters of the electricity sector for the regulatory cycle 2015-2017. Final Report: http://www.erse.pt/pt/electricidade/tarifaseprecos/tarifasreguladasdeanosanteriores/2015/Documents/PaginaPrincipal/Par%C3%A2metros%202015-2017.pdf Entidade Reguladora dos Servicos Energeticos, Portugal

Curso / Disciplina lecionado

Disciplina Curso (Tipo) Instituição / Organização
2011 - 2014 Instructor of Microeconomics and Industrial Economics (undergraduate level) to PALOP students at University of Porto. Universidade do Porto Faculdade de Economia, Portugal
Distinções

Prémio

2009 Salvador Caetano Award for Best Undergraduate Student with residence in Vila Nova de Gaia
Salvador Caetano, Portugal

Título

1999 National Champion of 'Jogo do 24'
Ministério da Educação, Portugal

Outra distinção

2003 Merit Scholarship of Fundação Calouste Gulbenkian
Fundação Calouste Gulbenkian, Portugal
2002 Cultural exchange scholarship of the Goethe Institut - Lisbon, Portugal (funding of stay in Germany)
Goethe Institut - Paris, França