The information in this public profile may be outdated.

Teaching Activities
Teaching Year Semester Course Name Degree(s) Coordinator
2024/2025 Time Series Analysis and Forecasting Master Degree in Data Science; Yes
2024/2025 Research Project Seminar in Business Analytics Master Degree in Business Analytics; No
2024/2025 Data Visualization, Data Wrangling and Feature Engineering -- No
2024/2025 Supervised Learning Part 1 - Regression -- No
2024/2025 Supervised Learning Part 2 - Classification and Time Series -- No
2024/2025 Supervised Learning: Advanced Learning Models -- No
2021/2022 Sampling and Information Sources -- No
2021/2022 Statistics Bachelor Degree in Economics; No
2020/2021 Probabilities and Statistics -- No
2020/2021 Statistics Bachelor Degree in Economics; No
2019/2020 Data Analysis -- No
2019/2020 Statistics Bachelor Degree in Economics; No
2019/2020 Data Analysis I -- No
2018/2019 Geometry and Trigonometry -- No
2018/2019 Statistics II Bachelor Degree in Finance and Accounting; No
2018/2019 Statistics II Bachelor Degree in Finance and Accounting; No
2018/2019 Data Analysis I -- No
2018/2019 Econometrics of Financial Markets Master Degree in Financial Mathematics (ISCTE/FCUL); No
2017/2018 Optimization -- No
2017/2018 Mathematics I Bachelor Degree in Economics; No
2016/2017 Mathematics I Bachelor Degree in Economics; No
2016/2017 Linear Algebra, Analytic Geometry and Vector Analysis -- No
2016/2017 Linear Algebra, Analytic Geometry and Vector Analysis -- No
2015/2016 Mathematics II Bachelor Degree in Economics; No
2015/2016 Mathematics I Bachelor Degree in Economics; No
Supervisions
Ph.D. Thesis (2)
Ongoing (2)
Student Name Title/Topic Language Status Institution Initial Year
Keyla Vanessa Alba Molina Machine learning techniques for time series forecasting and digital image processing Spanish/Castilian Developing Universidad del Norte 2023
Marco André Ferreira Ribeiro Do propósito à ação: Como a liderança com propósito impulsiona o desempenho dos colaboradores. English Developing Iscte 2023
M.Sc. Dissertations (27)
Ongoing (6)
Student Name Title/Topic Language Status Institution Initial Year
Manuel Barros Teixeira Forecasting retail sales under the impact of promotions Portuguese Developing Faculdade de Ciências - Universidade de Lisboa 2024
Patrícia Alexandra Trindade Actuarial valuation process of German pension plans: a comprehensive analysis Portuguese Developing Faculdade de Ciências - Universidade de Lisboa 2024
Laura Rocha Gonçalves The Art and Science of Promotions: Data Intelligence for Winning Strategies Portuguese Delivered Iscte 2024
Jia Jing Wang Energy Forecasting for a Sustainable Future: Classical and Deep Learning Approaches in the Context of PNEC 2030 Developing Iscte 2025
Inês Pereira Teodoro Identificação de perfis de apostadores em sites de apostas online e previsão de comportamentos de risco Developing Iscte 2025
Daniel Filipe Negas Deodato Modelling and forecasting time series in Cryptocurrencies: a neural network approach applied to Bitcoin Developing Iscte 2025
Concluded (21)
Student Name Title/Topic Language Institution Initial Year Concluding Year
Andreia Sofia da Silva Costa Amorim Forecast of vehicle orders in the automotive sector in Portugal. Portuguese Iscte 2024 2025
Leonor Branco da Silva ETFs in the E-commerce Sector: A Business Analytics Approach with Classical Methods and Deep Learning Portuguese Iscte 2024 2025
Margarida Pereira Norberto Dias Model for predicting decision-making contacts in a business context Portuguese Faculdade de Ciências - Universidade de Lisboa 2023 2024
Iasmina Mudava Metaverse and luxury brands: The impact of digital transformation on consumer engagement and purchase intent Portuguese IPAM Lisboa - Marketing Business School 2023 2024
Rita Alexandra Mirra Filipe ension plans, defined benefit, actuarial valuation, Germany, Projected Unit Credit Portuguese Faculdade de Ciências - Universidade de Lisboa 2023 2024
Catarina da Silva Raquel Fatores Influenciadores do Green Brand Love nas Redes Sociais Portuguese Instituto Português de Administração de Marketing de Lisboa 2023 2023
Rafaela Vaz Pinto A Influência da Luz no Comportamento do Consumidor em Compras Offline: o Traço de Alta Sensibilidade como Moderador na Atratividade e Qualidade Percebida Portuguese Instituto Português de Administração de Marketing de Lisboa 2023 2023
Mónica Silvestre de Almeida Andrade O papel dos Green Influencers nos hábitos de vida sustentável da Geração Z Portuguese Instituto Português de Administração de Marketing de Lisboa 2021 2022
Carolina Maria Henriques Bernardes Arizmendi Filipe O impacto que o packaging e a cor têm na perceção do consumidor: produtos orgânicos Portuguese Instituto Português de Administração de Marketing de Lisboa 2021 2022
Catarina Gama Martins O Word of Mouth e a presença do Marketing de Influência enquanto estratégias de comunicação no processo de escolha de um serviço ou instituição de apoio a idosos Portuguese Instituto Português de Administração de Marketing de Lisboa 2021 2022
Ana Cláudia Martins Amaro An overstimulated consumer in a highly visual world: the moderating effect of the highly sensitive person (hsp) trait on the attitude towards the ad English Instituto Português de Administração de Marketing de Lisboa 2021 2022
Beatriz Gomes de Albuquerque Constantino O peso da confiança e custo da mudança na fidelização do cliente bancário: a influência do User eXperience mobile Portuguese Instituto Português de Administração de Marketing de Lisboa 2021 2022
Tiago Emanuel Teixeira Pratas Forecasting Bitcoin's Volatility: Exploring the Potential of Deep-Learning English Iscte 2022 2022
Maria Luísa Pinto Basto Pereira de Lacerda Forecasting Tourism Flow for a Strategic Management in Portugal: Exploring Machine Learning Methodologies Portuguese Iscte 2021 2022
Juliana Costa Nascimento Telework, Transformational Leadership, Self-Leadership, Internal Marketing, Management, Well-Being at Work Portuguese IPAM Lisboa - Universidade Europeia 2020 2021
Ana Carolina Jasmins Ferreira Attractiveness; Consumer; Color; Advertising; Complementary colors; Analog Colors Portuguese Faculdade de Design, Tecnologia e Comunicação - UE 2020 2021
Ana Catarina Ribeiro Meira O Impacto de Estratégias de Marketing Relacional na Conversão e Manutenção de Adeptos em Clubes de Futebol Portuguese Instituto Português de Administração de Marketing de Lisboa 2020 2021
Cristina Carvalho Pinto Ribeiro Estratégia de Endomarketig na qualidade dos serviços e satisfação do cliente Portuguese Instituto Português de Administração de Marketing de Lisboa 2020 2021
Deborah Motta de Carvalho Haringer Ethics and Hospital Management: A Reflection Based on the Perception of Health Professionals Portuguese Iscte 2019 2021
André Filipe da Costa Marques Exchange rate (EUR/USD); Time series; Forecast; ARMA Models; Exponential Smoothing Method; Moving Average Models Portuguese FCUL / ISCTE 2016 2017
Rita Alexandra Mirra Filipe Actuarial valuation of a pension scheme: a case study in the German context Portuguese Faculdade de Ciências - Universidade de Lisboa 2023
M.Sc. Final Projects (1)
Concluded (1)
Student Name Title/Topic Language Institution Initial Year Concluding Year
Mariana Filipa Conceição Raimundo integrated marketing communication, integrated marketing communication plan, digital communication, food retail, food innovation Portuguese IPAM Lisboa - Universidade Europeia 2020 2021