Português
| Teaching Year | Semester | Course Name | Degree(s) | Coordinator |
|---|---|---|---|---|
| 2025/2026 | 2º | Heuristic Optimization | Bachelor Degree in Data Science; | Yes |
| 2025/2026 | 2º | Operation Research | Bachelor Degree in Management; | No |
| 2025/2026 | 1º | Project Evaluation Methods | Institutional Degree in ISCTE Business School; | Yes |
| 2025/2026 | 1º | Prediction Models | Institutional Degree in ISCTE Business School; | Yes |
| 2025/2026 | 1º | Operation Research | Bachelor Degree in Management; | No |
| 2024/2025 | 2º | Heuristic Optimization | Bachelor Degree in Data Science; | Yes |
| 2024/2025 | 2º | Supervised Learning Methods | Bachelor Degree in Data Science; | Yes |
| 2024/2025 | 1º | Project Evaluation Methods | Institutional Degree in ISCTE Business School; | Yes |
| 2024/2025 | 1º | Applied Project in Data Science | Bachelor Degree in Data Science; | Yes |
| 2024/2025 | 1º | Prediction Models | -- | Yes |
| 2024/2025 | 1º | Supervised Learning Part 1 - Regression | -- | No |
| 2024/2025 | 1º | Supervised Learning Part 2 - Classification and Time Series | -- | No |
| 2024/2025 | 1º | Operation Research | Bachelor Degree in Management; | No |
| 2023/2024 | 2º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | No |
| 2023/2024 | 2º | Heuristic Optimization | Bachelor Degree in Data Science; | Yes |
| 2023/2024 | 2º | Supervised Learning Methods | Bachelor Degree in Data Science; | No |
| 2023/2024 | 1º | Project Evaluation Methods | Institutional Degree in ISCTE Business School; | Yes |
| 2023/2024 | 1º | Applied Project in Data Science | Bachelor Degree in Data Science; | No |
| 2023/2024 | 1º | Prediction Models | -- | Yes |
| 2023/2024 | 1º | Operation Research | Bachelor Degree in Management; | No |
| 2022/2023 | 2º | Project Evaluation Methods | Institutional Degree in ISCTE Business School; | Yes |
| 2022/2023 | 2º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | No |
| 2022/2023 | 2º | Heuristic Optimization | Bachelor Degree in Data Science; | Yes |
| 2022/2023 | 2º | Supervised Learning Methods | Bachelor Degree in Data Science; | No |
| 2022/2023 | 1º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | No |
| 2022/2023 | 1º | Applied Project in Data Science | Bachelor Degree in Data Science; | No |
| 2022/2023 | 1º | Prediction Models | -- | Yes |
| 2022/2023 | 1º | Operation Research | Bachelor Degree in Management; | Yes |
| 2021/2022 | 2º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | No |
| 2021/2022 | 2º | Heuristic Optimization | Bachelor Degree in Data Science; | Yes |
| 2021/2022 | 2º | Supervised Learning Methods | Bachelor Degree in Data Science; | No |
| 2021/2022 | 1º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | No |
| 2021/2022 | 1º | Applied Project in Data Science | Bachelor Degree in Data Science; | No |
| 2021/2022 | 1º | Prediction Models | -- | Yes |
| 2021/2022 | 1º | Operation Research | Bachelor Degree in Management; | Yes |
| 2020/2021 | 2º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | No |
| 2020/2021 | 2º | Heuristic Optimization | Bachelor Degree in Data Science; | Yes |
| 2020/2021 | 2º | Optimization | -- | No |
| 2020/2021 | 1º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | No |
| 2020/2021 | 1º | Prediction Models | -- | Yes |
| 2020/2021 | 1º | Operation Research | Bachelor Degree in Management; | No |
| 2019/2020 | 2º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | No |
| 2019/2020 | 2º | Optimization | -- | No |
| 2019/2020 | 1º | Project Evaluation Methods | Institutional Degree in ISCTE Business School; | Yes |
| 2019/2020 | 1º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | No |
| 2019/2020 | 1º | Operation Research | Bachelor Degree in Management; | No |
Teaching Activities
Supervisions
Ph.D. Thesis (1)
Concluded (1)
| Student Name | Title/Topic | Language | Institution | Initial Year | Concluding Year |
|---|---|---|---|---|---|
| Filipe Roberto de Jesus Ramos | Data Science na Modelação e Previsão de Séries Económico-financeiras: das Metodologias Clássicas ao Deep Learning | Iscte | 2018 | 2021 |
M.Sc. Dissertations (17)
Ongoing (4)
| Student Name | Title/Topic | Language | Status | Institution | Initial Year |
|---|---|---|---|---|---|
| Margarida Isabel Sancho Duarte | Academic Success of Master's Students: Influencing Factors and Predictive Models | Developing | Iscte | 2025 | |
| Carina Hnatyuk | Estimativa do Potencial Energético do Biometano como Substituto da Eletricidade em Portugal: Modelos de Previsão e Análise de Impacto Energético | Developing | Iscte | 2025 | |
| Sofia Miriam André Gonçalves | “Otimização da distribuição de pacientes grávidas pelos hospitais de Lisboa: uma abordagem baseada em análise de dados e simulação” | Developing | Iscte | 2025 | |
| Duarte Luís Ferreira Vitorino Pedro | Modelos de Machine Learning para Análise de Crédito Pessoal | Developing | Iscte | 2025 |
Concluded (13)
| Student Name | Title/Topic | Language | Institution | Initial Year | Concluding Year |
|---|---|---|---|---|---|
| Beatriz Maria Moura Vaz Lopes | Machine Learning applied in healthcare: Case Study - Sleep Apnea | Portuguese | Iscte | 2025 | 2025 |
| Diego Júnior de Souza | The Impact of Hybrid Reinforcement and Supervised Learning Approaches in Trading | Portuguese | Iscte | 2025 | 2025 |
| Joana Filipa Cunha Almeida | Classification of Skin Tumors using Deep Learning Models | Portuguese | Iscte | 2024 | 2025 |
| André Gonçalo Carrapiço Dias | Predicting success in dating: a data driven approach | English | Iscte | 2024 | 2024 |
| João de Brito Brás de Oliveira | Decoding the numbers and language behind financial statement fraud | English | Iscte | 2024 | 2024 |
| Diogo António Alexandre Cerqueira | NASDAQ 100 Index: The Impact of Different Types of Indicators on Trend Classification | Portuguese | Iscte | 2024 | 2024 |
| Inês Rodrigues Casimiro | Modernising Customer Service in Retail: A Worten Case Study on Automated Complaint Classification | English | Iscte | 2022 | 2023 |
| Marta Sofia Morgado das Neves | Trend Classification and price prediction of the S&P 500 Index: trading using deep learning and XGBoost | Portuguese | Iscte | 2023 | 2023 |
| Ana Sofia Lobato Sucena | Machine learning models to predict electricity consumption and the impacts of COVID-19 in Portugal | English | Iscte | 2022 | 2023 |
| Ana Rosa Almeida Pinto | Prediction of student success: a smart data-driven approach | English | Iscte | 2022 | 2022 |
| Mariana Brás de Moura Duarte Miranda | A Multimodal Transportation Network between China and Europe | English | Iscte | 2019 | 2019 |
| Marcos André Pais Henriques | Portuguese | Iscte | -- | 2010 | |
| Ana Margarida Gomes Alexandre | Portuguese | Iscte | -- | 2009 |
M.Sc. Final Projects (1)
Concluded (1)
| Student Name | Title/Topic | Language | Institution | Initial Year | Concluding Year |
|---|---|---|---|---|---|
| Jorge Filipe Almeida Correia | A Decision Support Tool for Retail Product Assortment. | Iscte | 2010 | 2011 |
