Filipe Roberto de Jesus Ramos

@iscte-iul.pt

Invited Assistant Professor, Department of Quantitative Methods for Management and Economics (IBS)
ISCTE-LISBON UNIVERSITY INSTITUTE



                    

https://researchid.co/framos

Filipe Ramos licenciou-se em Matemática (Ensino) pela FCUL, conclui os mestrados em Matemática Financeira, pelo ISCTE-Business School/FCUL, e em Ensino da Matemática, pela FCT-UNL. Prosseguiu estudos na área da Gestão, com especialização em Métodos Quantitativos, no ISCTE-Business School, tendo já obtido o diploma de estudos avançados nesta área. Além da docência de Matemática nos ensinos Básico e Secundário, de Matemática Aplicada em cursos da Via Profissionalizante e de várias unidades curriculares, da área científica da Matemática, em instituições de Ensino Superior, (como FCUL, ISEG e FCT-UNL), foi ainda colaborador/consultor técnico pedagógico no IAVE (antigo GAVE) e coordenador de cursos profissionais e respetivas equipas pedagógicas. Atualmente, é Professor Auxiliar Convidado no ISCTE-Business School e colaborador na Universidade Europeia, estando a prosseguir a sua investigação na área da Modelação Matemática, nomeadamente “Time Series Analysis and Forecasting”.

EDUCATION

Diploma de Estudos Avançados do Doutoramento em Gestão - Especialização em Métodos Quantitativos
Mestrado em Ensino de Matemática no 3º ciclo do Ensino Básico e no Secundário
Mestrado em Matemática Financeira
Licenciatura (pré-Bolonha) em Matemática (Ensino)

RESEARCH INTERESTS

Matemática
Matemática (Ensino)
Modelos Econométricos
Séries Temporais
Métodos de Previsão
Análise de Dados
Ciência de Dados

82

Scholar Citations

5

Scholar h-index

1

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Forecasting volatility by using wavelet transform, ARIMA and GARCH models
    L Rubio, A Palacio Pinedo, A Meja Castao, F Ramos
    Eurasian Economic Review 13 (3), 803-830 2023

  • A generalized log gamma approach: Theoretical contributions and an application to companies’ life expectancy
    JH Dias Gonalves, JJ Ferreira Gomes, L Rubio, FR Ramos
    Mathematics 11 (23), 4792 2023

  • Suicide mortality in Portugal after 4 mediatized suicides from 1996 to 2020
    E Ribeiro, A Granado, J Gomes, F Ramos
    Heliyon 9 (10) 2023

  • Enhancing Stock Market Predictions Through the Integration of Convolutional and Recursive LSTM Blocks: A Cross-market Analysis
    F Ramos, G Silva, E Luz, P Silva
    Brazilian Conference on Intelligent Systems, 92-106 2023

  • Would you try it again? Dual effects of customer mindfulness on service recovery
    LM Martinez, N Pacheco, FR Ramos, M Bicho
    Journal of Retailing and Consumer Services 74, 103438 2023

  • An overstimulated consumer in a highly visual world: the moderating effect of the highly sensitive person trait on the attitude towards the ad
    AC Amaro, LM Martinez, FR Ramos, K Menezes, S Menezes
    Electronic Commerce Research 23 (3), 1429-1458 2023

  • The memory concept behind deep neural network models: An application in time series forecasting in the e-Commerce sector
    FR Ramos, MT Pereira, M Oliveira, L Rubio
    Decision Making: Applications in Management and Engineering 6 (2), 668-690 2023

  • Logistics Flow Improvement in a Leather Goods Industry
    MT Pereira, J Ribeiro, M Oliveira, FR Ramos, FA Ferreira
    International Conference on Flexible Automation and Intelligent 2023

  • Forecasting bitcoin volatility: exploring the potential of deep learning
    TE Pratas, FR Ramos, L Rubio
    Eurasian Economic Review 13 (2), 285-305 2023

  • Check for updates
    GZ Consumers' Attitude, PITS Brands, S Pltz, LM Martinez, LF Martinez, ...
    Advances in Digital Marketing and eCommerce: Fourth International Conference 2023

  • The Influence of TikTok Videos on German Gen Z Consumers’ Attitude and Purchase Intention Towards Sustainable Brands
    S Pltz, LM Martinez, LF Martinez, FR Ramos
    Digital Marketing & eCommerce Conference, 270-289 2023

  • The influence of color in the decision making process: Luxury brands
    A Gonalves, L Martinez, F Ramos
     2023

  • Tesla Stock Volatility Prediction Using a Hybrid Wavelet ARIMA and GARCH model
    LJ Rubio, AM Palacios, LA Mejia, F Ramos
     2023

  • Modeling and forecasting tourism flow in Portugal: Perspectives for a strategic management
    L Lacerda, F Ramos, J Curto
    European Journal of Applied Business and Management 2022

  • Applying Deep Learning Techniques to Forecast Purchases in the Portuguese National Health Service
    J Sequeiros, FR Ramos, MT Pereira, M Oliveira, L Rubio
    Congress of the Portuguese Association of Operational Research, 179-192 2022

  • Deep neural networks: A hybrid approach using box&jenkins methodology
    FR Ramos, DR Lopes, TE Pratas
    International Conference Innovation in Engineering, 51-62 2022

  • The Impact of COVID-19 Pandemic on the Surgical Treatment of Orthopedic Trauma in a Tertiary Hospital in Portugal
    D Ferreira, F Ramos, J Pinheiro, JS do Brito, S Martins, M Sarmento
    Gazeta Mdica 2022

  • Exploring the potential of Deep Learning to forecast purchases in the Portuguese National Health Service
    J Sequeiros, F Ramos, MT Pereira, M Oliveira
     2022

  • Modelao e Previso do ‘novo’fluxo de Turismo em Portugal: perspectivar uma gesto estratgica
    F Ramos, J Curto
     2022

  • Modeling and forecasting tourism flow in Portugal: Perspectives for a strategic management
    FR Ramos, L Lacerda, J Curto
    Instituto Superior de Administrao e Gesto 2022

MOST CITED SCHOLAR PUBLICATIONS

  • Um complexo de vegetacao entre dunas e pantanos proximo a Tramandai-Rio Grande do Sul, Brasil.
    J Pfadenhauer, RF Ramos
    Iheringia. Srie Botnica 1979
    Citations: 25

  • The Influence of TikTok Videos on German Gen Z Consumers’ Attitude and Purchase Intention Towards Sustainable Brands
    S Pltz, LM Martinez, LF Martinez, FR Ramos
    Digital Marketing & eCommerce Conference, 270-289 2023
    Citations: 6

  • Forecasting financial time series using deep learning techniques
    A Costa, F Ramos, V Mendes
     2019
    Citations: 6

  • Forecasting financial time series: a comparative study
    FR Ramos, A Costa, D Mendes, V Mendes
    JOCLAD 2018, XXIV Jornadas de Classificao e Anlise de Dados 2018
    Citations: 6

  • Univariate time series forecast
    DR Lopes, FR Ramos
     2020
    Citations: 5

  • Normalized Emission Measurement-Density Curves of X-Ray Loop
    RR Rosa, HS Sawant, RA da Costa Jr, FR Ramos, JR Cecatto, ...
    High Energy Solar Physics Workshop-Anticipating Hess! 206, 293 2000
    Citations: 5

  • Forecasting models for time-series: a comparative study between classical methodologies and deep learning
    DR Lopes, FR Ramos, A Costa, D Mendes
    SPE 2021–XXV Congresso da Sociedade Portuguesa de Estatstica. vora-Portugal 2021
    Citations: 4

  • Data Science na modelao e previso de sries econmico-financeiras: das metodologias clssicas ao Deep Learning
    FR Ramos
    ISCTE-Business School 2021
    Citations: 4

  • Cointegrao, modelos VAR e BVAR: estudo comparativo entre a abordagem clssica e bayesiana no contexto dos mercados financeiros europeus
    FRJ Ramos
     2012
    Citations: 4

  • Deep neural networks: A hybrid approach using box&jenkins methodology
    FR Ramos, DR Lopes, TE Pratas
    International Conference Innovation in Engineering, 51-62 2022
    Citations: 3

  • Explorando o poder da memria das redes neuronais LSTM na modelaao e previsao do PSI 20
    FR Ramos, AR Costa, DA Mendes, DR Lopes
     2021
    Citations: 3

  • Forecasting bitcoin volatility: exploring the potential of deep learning
    TE Pratas, FR Ramos, L Rubio
    Eurasian Economic Review 13 (2), 285-305 2023
    Citations: 2

  • Restyling the higher education landscape: regional (A) symmetries across Portugal
    D Dias, F Ramos, A Fidalgo, F Gonalves
    INTED2019 Proceedings, 8965-8972 2019
    Citations: 2

  • Da Arte Matemtica da Matemtica Arte: uma experincia no Ensino Portugus
    FR Ramos, RCM Kopke, AM Domingos
    XII International Conference on Graphics Engineering for Arts and Design 2017
    Citations: 2

  • A generalized log gamma approach: Theoretical contributions and an application to companies’ life expectancy
    JH Dias Gonalves, JJ Ferreira Gomes, L Rubio, FR Ramos
    Mathematics 11 (23), 4792 2023
    Citations: 1

  • An overstimulated consumer in a highly visual world: the moderating effect of the highly sensitive person trait on the attitude towards the ad
    AC Amaro, LM Martinez, FR Ramos, K Menezes, S Menezes
    Electronic Commerce Research 23 (3), 1429-1458 2023
    Citations: 1

  • Modeling and forecasting tourism flow in Portugal: Perspectives for a strategic management
    L Lacerda, F Ramos, J Curto
    European Journal of Applied Business and Management 2022
    Citations: 1

  • Tourism as a growing force in a receding economy: The Oporto City case
    F Ramos, A Fidalgo, A Ramires
     2019
    Citations: 1

  • A Arte de Escher e a Matemtica: uma experincia de ensino
    F Ramos
     2016
    Citations: 1

RESEARCH OUTPUTS (PATENTS, SOFTWARE, PUBLICATIONS, PRODUCTS)

• Lopes, D., & Ramos, F. (2020). Univariate Time Series Forecast. Retrieved from

• Lopes, D., & Ramos, F. (2019). Time Series Cross-Validation. Retrieved from