Year (definitive publication)	Publication Type	Authors	Title	Published in...	Quartile	Web of Science® citations	Scopus citations	Google Scholar citations	View More
2025	Scientific journal paper	Ramos, F. R.; Martinez, L. M. Martinez, L. F.; Abreu, R.; Rubio, L.	Mapping e-commerce trends in the USA: A time series and deep learning approach	Journal of Marketing Analytics	Q1	2	3	3
2024	Scientific journal paper	Carvalhosa, M. A. Pereira, M.T. Pereira, M. G. e Oliveira, E. Ramos, F.R.;	Enhancing last-mile delivery: A hybrid approach with machine learning techniques that captures drivers' knowledge	International Journal of Logistics Research and Applications	Q1	0	0	1
2024	Scientific journal paper	Mudava, I. Martinez, L.M. Ramos, F.R.; Abreu, R.	From reality to virtuality: Digital transformation on luxury brand engagement and purchase intention in the metaverse	International Journal of Marketing, Communication and New Media	Q4	0	--	2
2024	Scientific journal paper	Ferreira Ribeiro, M. da Costa, C. G. Ramos, F.R.; Cruz, J. M. T. S.	Exploring research trends and patterns in leadership research: A machine learning, co-word, and network analysis	Management Review Quarterly	Q1	1	1	3
2024	Scientific journal paper	Gonçalves, J. M. Ramos, F. R.; Gomes, J. J. F. Miarka, B.	Unravelling the impact of the covid-19 pandemic on judo: A comparative analysis of the 2018-ec and 2020-ec championships	Retos	Q1	0	0	0
2024	Scientific journal paper	Ribeiro, M. F. Costa, C. G. da. Ramos, F. R.;	Exploring purpose-driven leadership: Theoretical foundations, mechanisms, and impacts in organizational context	Administrative Sciences	Q2	5	8	25
2023	Scientific journal paper	Pratas, T. E. Ramos, F. R.; Rubio, L. J.	Forecasting bitcoin volatility: Exploring the potential of deep learning	Eurasian Economic Review	Q1	11	8	18
2023	Scientific journal paper	Ana Cláudia Amaro Martinez, L.M. Ramos, F.R.; Karla Menezes Silvio Menezes	An overstimulated consumer in a highly visual world: the moderating effect of the highly sensitive person trait on the attitude towards the ad	Electronic Commerce Research	Q1	4	2	8
2023	Scientific journal paper	Rubio, L.J. Adriana Palacio Pinedo Adriana Mejía Castaño Ramos, F.R.;	Forecasting volatility by using wavelet transform, ARIMA and GARCH models	Eurasian Economic Review	Q1	19	22	36
2023	Scientific journal paper	José H. Dias Gonçalves João J. Ferreira Gomes Rubio, L.J. Ramos, F.R.;	A Generalized Log Gamma Approach: Theoretical Contributions and an Application to Companies’ Life Expectancy	Mathematics	Q1	2	1	2
2023	Scientific journal paper	Eudora Ribeiro António Granado J. Gomes Ramos, F.R.;	Suicide mortality in Portugal after 4 mediatized suicides from 1996 to 2020	Heliyon	Q1	0	0	1
2023	Scientific journal paper	Ramos, F. R.; Pereira, M. T. Oliveira, M. Rubio, L.	The memory concept behind deep neural network models: An application in time series forecasting in the e-Commerce sector	Decision Making: Applications in Management and Engineering	Q1	5	7	11
2023	Scientific journal paper	Martinez, L. M. Pacheco, N. Ramos, F. R.; Bicho, M.;	Would you try it again? Dual effects of customer mindfulness on service recovery	Journal of Retailing and Consumer Services	Q1	5	5	7
2022	Scientific journal paper	Ramos, F.R.; Lacerda, L. Curto, J.;	Modeling and forecasting tourism flow in Portugal: Perspectives for a strategic management	European Journal of Applied Business and Management	--	--	--	2
2021	Scientific journal paper	Leonardo, C. Martinez, L. M. Ramos, F. R.;	Cor e tipografia em capa de livro: Emoções, atratividade e intenção de compra	Revista Brasileira de Expressão Gráfica	--	--	--	0
2025	Book chapter	Pereira, M.T. Nuno Miguel Gabriel Marisa João Guerra Pereira De Oliveira Ramos, F.R.; André Guimarães	Enhancing Third-Party Logistics Efficiency: A Digital Approach to Transport Costing	Advances in Design, Simulation and Manufacturing VIII	--	--	0	0
2025	Book chapter	João P. Martins Ramos, F.R.; Pereira, M.T. Oliveira, M.J. Ferreira, F.A.	Development of a Decision Support System for Freight Forecasting	Innovations in Industrial Engineering IV	--	--	0	0
2025	Book chapter	Margarida P. Dias Ramos, F.R.; João J. Ferreira Gomes Susana C. Almeida Rita N. Dias	Decision Maker Contact Prediction Model in a Business Context: A Machine Learning Approach	Human-Centred Technology Management for a Sustainable Future	--	0	0	0
2024	Book chapter	Oliveira, P. Pereira, M. T. Oliveira, M. Ramos, F. R.; Ferreira, F. A.	Study of the Time Windows Range Impact on Vehicle Routing Problem	Driving quality management and sustainability in VUCA environments: 4th International Conference on Quality Innovation and Sustainability (ICQIS)	Q4	--	1	1
2024	Book chapter	Sequeiros, J. Ramos, F. R.; Pereira, M. T. Oliveira, M. Rubio, L.	Applying deep learning techniques to forecast purchases in the Portuguese national health service	Operational Research: IO 2022—OR in Turbulent Times: Adaptation and Resilience. XXII Congress of APDIO	Q4	0	1	3
2024	Book chapter	Dias, R. Gomes, J. Ramos, F R.; Almeida, S. Dias, M.	Mobile switching propensity model: A machine learning approach	Innovations in mechatronics engineering III, Conference proceedings	Q4	--	0	0
2024	Book chapter	Ramos, F. R.; Martinez, L. M. Martinez, L.;	Trends and forecasts for sales and employment: An overview of the e-Commerce sector	Advances in Digital Marketing and eCommerce. DMEC 2024, Springer Proceedings in Business and Economics	Q4	0	1	1
2023	Book chapter	Plötz, S. Martinez, L.M. Martinez, L.F. Ramos, F.R.;	The Influence of TikTok videos on German Gen Z consumers’ attitude and purchase intention towards sustainable brands	Advances in Digital Marketing and eCommerce - Springer Proceedings in Business and Economics	Q4	4	5	19
2023	Book chapter	Pereira, M.T. Ribeiro, J. Oliveira, M.J. Ramos, F.R.; Ferreira, F.A.	Logistics flow improvement in a leather goods industry	Flexible automation and intelligent manufacturing: Establishing bridges for more sustainable manufacturing systems	Q4	0	0	0
2022	Book chapter	Ramos, F.R.; Lopes, D.R. Tiago E. Pratas	Deep Neural Networks: A Hybrid Approach Using Box&Jenkins Methodology	Innovations in Mechatronics Engineering II. icieng 2022. Lecture Notes in Mechanical Engineering	Q4	--	6	--
2023	Publication in conference proceedings	Esteves, I. P. Oliveira, M. J. G. P. de. Pereira, M. T. R. Ramos, F. R.;	Increased capacity in industrial equipment	Proceedings of the 6th European Conference on Industrial Engineering and Operations Management	--	--	--	1
2019	Publication in conference proceedings	Fidalgo, A. Ramos, F.; Dias, D. Gonçalves, F.	How to clutch skills from higher education curricula: analysis of Portuguese learning outcomes	Proceedings of INTED2019 Conference	--	0	--	1
2019	Publication in conference proceedings	Dias, D. Ramos, F.; Fidalgo, A. Gonçalves; F.	Restyling the higher education landscape: regional (a)symmetries across Portugal	Proceedings of INTED2019 Conference	--	2	--	3
2017	Publication in conference proceedings	Ramos, F. R.; Kopke, R. C. M. Domingos, A. M.	Da Arte à Matemática… da Matemática à Arte: uma experiência no Ensino Português	XII International Conference on Graphics Engineering for Arts and Design	--	--	--	2
2017	Publication in conference proceedings	Ramos, F. R.; Kopke, R. C. M. Domingos, A. M.	Escher: Arte e Matemática desenhadas por alunos portugueses	XII International Conference on Graphics Engineering for Arts and Design	--	--	--	0
2015	Non-peer-reviewed papers	Ramos, F.R.;	Igualdade de números complexos	Revista de Ciência Elementar	--	--	--	0
2015	Non-peer-reviewed papers	Ramos, F.R.;	Conjugado de um número complexo	Revista de Ciência Elementar	--	0	--	0
2015	Non-peer-reviewed papers	Ramos, F.R.;	Conjunto dos números complexos	Revista de Ciência Elementar	--	0	--	0
2014	Non-peer-reviewed papers	Ramos, F.R.;	Adição e subtração de números complexos na forma algébrica	Revista de Ciência Elementar	--	--	--	0
2014	Non-peer-reviewed papers	Ramos, F.R.;	Afixo de um número complexo	Revista de Ciência Elementar	--	--	--	0
2014	Non-peer-reviewed papers	Ramos, F.R.;	Argumento principal de um número complexo	Revista de Ciência Elementar	--	--	--	0
2014	Non-peer-reviewed papers	Ramos, F.R.;	Argumento de um número complexo	Revista de Ciência Elementar	--	--	--	0
2014	Non-peer-reviewed papers	Ramos, F.R.;	Argumento positivo mínimo de um número complexo	Revista de Ciência Elementar	--	--	--	0
2014	Non-peer-reviewed papers	Ramos, F.R.;	Fórmula de Euler (números complexos)	Revista de Ciência Elementar	--	--	--	0
2023	Talk	Esteves, I.P. Oliveira, M.J. Pereira, M.T. Ramos, F.R.;	Increased Capacity in Industrial Equipment	6th European Conference on Industrial Engineering and Operations Management	--	--	--	--
2023	Talk	Andrade, M. Martinez, L.M. Ramos, F.R.;	The role of green influencers and the adoption of sustainable habits by Generation Z	1st Marketing & Business Perspectives Summit | Marketing & Business Challenges for Generation Z	--	--	--	--
2023	Talk	Gonçalves, A.S. Martinez, L.M. Ramos, F.R.;	The influence of color in the decision making process: Luxury brands	7th Theory and Applications in the Knowledge Economy (TAKE)	--	--	--	0
2023	Talk	Pereira, M.T. Ribeiro, J. Oliveira, M.J. Ramos, F.R.; Ferreira, F.A.	Logistics flow improvement in the leather goods industry	32nd Flexible Automation and Intelligent Manufacturing International Conference - FAIM 2023	--	--	--	--
2023	Talk	Plötz, S. Martinez, L.M. Martinez, L.; Ramos, F.R.;	The influence of TikTok videos on German Gen Z consumers’ attitude and purchase intention towards sustainable brands	4th Digital Marketing and eCommerce Conference	--	--	--	--
2023	Talk	Rubio, L.J. Palacios, A.M. Mejia, L.A. Ramos, F.R.;	Tesla Stock Volatility Prediction Using a Hybrid Wavelet ARIMA and GARCH model	42nd Eurasia Business and Economics Society	--	--	--	0
2023	Talk	Pratas. T.E. Ramos, F.R.; Rubio, L.J.	Forecasting Bitcoin’s Volatility: Exploring the Potential of Deep-Learning	42nd Eurasia Business and Economics Society	--	--	--	0
2022	Talk	Martinez, L.M. Pacheco, N. Bicho, M.; Ramos, F.R.;	The role of customer mindfulness on post-purchase intentions after a double deviation	28th Recent Advances in Retailing and Consumer Science (RARCS)	--	--	--	0
2022	Talk	Lacerda, L. Ramos, F.R.; Curto, J.;	Modelação e Previsão do ‘novo’ fluxo de Turismo em Portugal: perspectivar uma gestão estratégica	International Conference on Applied Business and Management (ICABM2022)	--	--	--	0
2022	Talk	Sequeiros, J.A. Ramos, F.R.; Pereira, M.T. Oliveira, M.J.	Exploring the potential of Deep Learning to forecast purchases in the Portuguese National Health Service	XXII Congresso da APDIO	--	--	--	0
2021	Talk	Lopes, D.R. Ramos, F.R.; Mendes, D. A.; Costa, A.;	Forecasting models for time-series: a comparative study between classical methodologies and Deep Learning	XXV Congresso da Sociedade Portuguesa de Estatística	--	--	--	5
2021	Talk	Ramos, F.R.; Lopes, D.R. Costa, A.; Mendes, D. A.;	Explorando o poder da memória das redes neuronais LSTM na modelação e previsão do PSI 20	XXV Congresso da Sociedade Portuguesa de Estatística	--	--	--	4
2021	Talk	Martinez, L.M. Ribeiro, C. Ramos, F.R.;	Internal marketing strategy on services quality and customer satisfaction in the banking sector: A case study in Dubai	5th Theory and Applications in the Knowledge Economy (TAKE)	--	--	--	0
2021	Talk	Costa, Juliana Martinez, L.M. Ramos, F.R.;	Transformational leadership and self-leadership as well-being potentiators in the teleworking context	5th Theory and Applications in the Knowledge Economy (TAKE)	--	--	--	0
2019	Talk	Ramos, F.R.; Alexandra Fidalgo Ramires, A.	Tourism as a growing force in a receding economy: The Oporto City case	7th Annual Winter Global Business Conference	--	--	--	1
2019	Talk	Costa, A.; Ramos, F.R.; Mendes, V.; Mendes, V.;	Forecasting financial time series using deep learning techniques	IO2019 - XX Congresso da APDIO 2019	--	--	--	7
2018	Talk	Costa, A.; Mendes, V.; Ramos, F.R.; Mendes, V.;	Forecasting financial time series: a comparative study	IO2018 - XIX Congresso da APDIO 2018	--	--	--	0
2018	Talk	Ramos, F.R.; Costa, A.; Mendes, V.; Mendes, V.;	Forecasting financial time series: a comparative study	JOCLAD 2018, XXIV Jornadas de Classificação e Análise de Dados	--	--	--	7
N/A	Review article	Martinez, L.M. Ramos, F. R.; Amaro, A. C. Cantú, W. Kumar, S. Martinez, L. F.;	The color of things: A multi-method approach for new marketing and business strategies	Color Research and Application	Q2	0	0	0
2016	Master's Dissertation	Ramos, F.R.;	A Arte de Escher e a Matemática: Uma Experiência de Ensino	--	--	--	--	1
2012	Master's Dissertation	Ramos, F.R.;	Cointegração, modelos VAR e BVAR: estudo comparativo entre a abordagem clássica e bayesiana no contexto dos mercados financeiros europeus	--	--	--	--	6
2021	Doctoral Thesis	Ramos, F.R.;	Data Science na modelação e previsão de séries económico-financeiras: das metodologias clássicas ao Deep Learning	--	--	--	--	8