Vitor Miguel Ribeiro (1E1C-35C8-BC17)

Curriculum Vitae

Vitor Miguel Ribeiro

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).

Identification

Personal identification

Full name: Vitor Miguel Ribeiro

Author identifiers

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

Email addresses

vmsrib@hotmail.com (Professional)
vsribeiro@fep.up.pt (Professional)

Websites

http://orcid.org/0000-0002-7223-9841 (Professional)

Knowledge fields

Social Sciences - Economics and Business - Economics

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
English	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)
Spanish; Castilian	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)
German	Upper intermediate (B2)	Upper intermediate (B2)	Upper intermediate (B2)	Upper intermediate (B2)	Upper intermediate (B2)

Education

	Degree	Classification
2009 - 2015/01/05 Concluded	Economics (Doutoramento) Major in Economia Industrial Universidade do Porto Faculdade de Economia, Portugal "Product Differentiation in Two-Sided Markets" (THESIS/DISSERTATION)	17

Affiliation

Science

	Category Host institution	Employer
2020/11 - 2021/08	Auxiliary Researcher (Research)	Instituto Superior de Administração e Gestão, Portugal

2019/05 - 2020/10	Contracted Researcher (Research)	Universidade do Porto, Portugal
	Centro de Economia e Finanças, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2021/09 - Current	Assistant Professor (University Teacher)	Universidade do Porto Faculdade de Economia, Portugal

Others

	Category Host institution	Employer
2017/07 - 2019/04	Postdoctoral Researcher	Universidade de Aveiro, Portugal

2017/01 - 2017/06	Visiting Researcher	The University of Manchester, United Kingdom

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

Projects

Grant

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

Contract

	Designation	Funders
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 Ongoing
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 Concluded

Outputs

Publications

Book chapter	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 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 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 Ribeiro, Vitor. "Role of Universities on the Level of Regional Growth in Portugal". 2019. 10.4018/978-1-7998-0174-0.ch010 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
Conference paper	Vitor Miguel Ribeiro; Rui Gonçalves; Fernando lobo Pereira. "Deep Learning Attention Mechanisms Combined with Roll Padding: Application to Household Electric Power Consumption". 2022.
Journal article	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 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 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 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 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 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 Vitor Miguel Ribeiro; Rui Gonçalves. "Classification and Prediction of Nitrogen Dioxide in a Portuguese Air Quality Critical Zone". Atmosphere (2022): 10.3390/atmos13101672 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 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 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 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 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 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 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 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 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 Ribeiro, V.M.; Bao, L.; Zhang, Y.. "Observability of Incentive Contract and Platform Competition". Australian Economic Papers (2018): 10.1111/1467-8454.12110 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 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 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 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

Intellectual property

Patent

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".
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".
Granted/Issued

Activities

Oral presentation

	Presentation title	Event name Host (Event location)
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, United Kingdom)
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, Italy)
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)

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2018 - Current	Co-supervisor of Doctoral Research under the theme "Personalized pricing under platform competition" by Lei Yan (Southeast University, Nanjing, China)
2017 - Current	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

Jury of academic degree

	Topic Role	Candidate name (Type of degree) Institution / Organization
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 (Thesis) Main arguer	João Pedro Ribeiro Araújo (Master) Universidade do Porto Faculdade de Economia, Portugal

Consulting

	Activity description	Institution / Organization
2017 - 2017	Theoretical and statistical analysis of the optimal location of waste management systems	The University of Manchester, United Kingdom
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

Course / Discipline taught

	Academic session	Degree Subject (Type)	Institution / Organization
2011 - 2014	Instructor of Microeconomics and Industrial Economics (undergraduate level) to PALOP students at University of Porto.		Universidade do Porto Faculdade de Economia, Portugal

Journal scientific committee

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

Distinctions

Award

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

Title

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

Other distinction

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, France