Português
| Teaching Year | Semester | Course Name | Degree(s) | Coordinator |
|---|---|---|---|---|
| 2025/2026 | 2º | Computational Language Processing | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2025/2026 | 2º | Text Mining for Data Science | Master Degree in Data Science; | No |
| 2025/2026 | 2º | Knowledge Discovery and Extraction From Data | Bachelor Degree in Computer Science and Business Management; | Yes |
| 2025/2026 | 1º | Text Mining | Master Degree in Integrated Business Intelligence Systems; | Yes |
| 2025/2026 | 1º | Introduction to Machine Learning | Master Degree in Computer Engineering; | No |
| 2025/2026 | 1º | Generative Language Models | -- | Yes |
| 2024/2025 | 2º | Computational Language Processing | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2024/2025 | 2º | Text Mining for Data Science | Master Degree in Data Science; | No |
| 2024/2025 | 2º | Knowledge Discovery and Extraction From Data | Bachelor Degree in Computer Science and Business Management; | Yes |
| 2024/2025 | 1º | Text Mining | Master Degree in Integrated Business Intelligence Systems; | Yes |
| 2024/2025 | 1º | Introduction to Machine Learning | Master Degree in Computer Engineering; Master Degree in Artificial Intelligence; | Yes |
| 2024/2025 | 1º | Computer Vision and Introduction to Language Models | -- | No |
| 2024/2025 | 1º | Attention is all you need: Transformers and Generative AI | -- | No |
| 2024/2025 | 1º | Master Dissertation in Computer Science Engineering | -- | Yes |
| 2023/2024 | 2º | Text Mining for Data Science | Master Degree in Data Science; | No |
| 2023/2024 | 2º | Knowledge Discovery and Extraction From Data | Bachelor Degree in Computer Science and Business Management; | Yes |
| 2023/2024 | 1º | Computational Language Processing | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2023/2024 | 1º | Text Mining | Master Degree in Integrated Business Intelligence Systems; | Yes |
| 2023/2024 | 1º | Programming | Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; | No |
| 2023/2024 | 1º | Introduction to Machine Learning | Master Degree in Computer Engineering; | Yes |
| 2022/2023 | 2º | Text Mining for Data Science | Master Degree in Data Science; | No |
| 2022/2023 | 2º | Knowledge Discovery and Extraction From Data | Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Science and Business Management; | Yes |
| 2022/2023 | 2º | Master Dissertation in Computer Science Engineering | -- | Yes |
| 2022/2023 | 2º | Technologies for Operational Information Systems | -- | Yes |
| 2022/2023 | 1º | Computational Language Processing | -- | Yes |
| 2022/2023 | 1º | Text Mining | Master Degree in Integrated Business Intelligence Systems; | Yes |
| 2022/2023 | 1º | Programming | Bachelor Degree in Data Science; | No |
| 2022/2023 | 1º | Introduction to Machine Learning | Master Degree in Computer Engineering; | Yes |
| 2022/2023 | 1º | Machine Learning | -- | Yes |
| 2022/2023 | 1º | Master Dissertation in Computer Science Engineering | -- | Yes |
| 2021/2022 | 2º | Text Mining for Data Science | Master Degree in Data Science; | No |
| 2021/2022 | 2º | Knowledge Discovery and Extraction From Data | Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Science and Business Management; | Yes |
| 2021/2022 | 1º | Computational Language Processing | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2021/2022 | 1º | Text Mining | Master Degree in Integrated Business Intelligence Systems; | Yes |
| 2021/2022 | 1º | Programming | Bachelor Degree in Data Science; | No |
| 2021/2022 | 1º | Introduction to Machine Learning | Master Degree in Computer Engineering; | Yes |
| 2021/2022 | 1º | Machine Learning | -- | Yes |
| 2019/2020 | 2º | Probabilistic Learning for Natural Language Processing | -- | Yes |
| 2019/2020 | 2º | Text Mining for Data Science | -- | Yes |
| 2019/2020 | 1º | Computational Language Processing | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2019/2020 | 1º | Text Mining | Master Degree in Integrated Business Intelligence Systems; | Yes |
| 2019/2020 | 1º | Programming Fundamentals | -- | Yes |
| 2019/2020 | 1º | Programming | Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; | Yes |
Teaching Activities
Supervisions
Ph.D. Thesis (8)
Ongoing (4)
| Student Name | Title/Topic | Language | Status | Institution | Initial Year |
|---|---|---|---|---|---|
| Martim Zanatti dos Santos Gomes da Silva | Text Summarization of Jurisprudence Documents | English | Developing | Instituto Superior Técnico, Universidade de Lisboa | 2022 |
| Paulo Roberto Nascimento Meira Vasconcellos | Contribuições de aplicações de IA para detecção de similaridade: análise de evidências de plágio em textos científicos | Portuguese | Developing | Iscte | -- |
| Diogo Eduardo Ribeiro dos Santos | Project appraisal with pretrained transformer-based Large Language Models | English | Developing | Iscte | -- |
| Ricardo Cristóvão Miranda | Semi-Automated Code Migration of Legacy Systems Using Large Language Models | English | Developing | Iscte | -- |
Concluded (4)
| Student Name | Title/Topic | Language | Institution | Initial Year | Concluding Year |
|---|---|---|---|---|---|
| João Pedro Beato Antão | Digital Transformation in Real Estate Industry: Applying Artificial Intelligence to Customer Relationship Management | English | Iscte | 2021 | 2025 |
| Mariana Sofia Barreira Cavique Santos | Exploring the Perspectives of Hosts and Guests in Peer-to-peer accommodation using text mining | English | Iscte | 2022 | 2024 |
| Eugénio Alves Ribeiro | Towards Artificial Entities that Learn Through Dialog: Intention-Based Knowledge Extraction and Learning | English | Instituto Superior Técnico, Universidade de Lisboa | 2018 | 2023 |
| Francisco Afonso Raposo | Semantic Structures of Music Artifacts | English | Instituto Superior Técnico, Universidade de Lisboa | 2015 | 2022 |
M.Sc. Dissertations (91)
Ongoing (15)
| Student Name | Title/Topic | Language | Status | Institution | Initial Year |
|---|---|---|---|---|---|
| Meda Racaityte | Large Language Model Vulnerabilities | Developing | Iscte | 2025 | |
| Bruno Miguel Isidro Guarita | Automatic classification of drug-related health events from news feeds | Developing | Iscte | 2025 | |
| Rodrigo da Costa Sanches | Low-Code System for Odds Calculation in Sports Betting – A Football Case Study | Developing | Iscte | 2025 | |
| Filipe Miguel Martins Pereira | LMR-PT: A parser for abstract meaning representation adapted to European Portuguese | Developing | Iscte | 2025 | |
| António Dias Carvalho | Deteção Automática de indícios de Greenwashing em Relatórios de Sustentabilidade Bancária relativos a Emissões de Carbono. | Developing | Iscte | 2025 | |
| Alice Baikova | Text Mining in the Context of Public Policy | Developing | Iscte | 2025 | |
| Renato Luís Ferreira Teixeira | Identificação do Perfil Emocional e Deteção de Toxicidade em Reviews de Jogos | Developing | Iscte | 2025 | |
| Bruno Miguel Soares Martins | The Influence of Musical Features on Engagement: Predictive Models for Artistic Support | Developing | Iscte | 2025 | |
| Odalberto Pereira do Espírito Santo | Semantic Search in Ciberdúvidas: Intelligent Retrieval of Questions and Answers | Developing | Iscte | 2025 | |
| Sara Ataíde Santos | Tactics and Plays Detection in Futsal Videos | Developing | Iscte | 2025 | |
| Filipa Franco | Recognizing Behavioral Elements in Team Interactions | Developing | Iscte | 2025 | |
| João Mário Deitado Saraiva | Application of Text Mining for Incident Identification and Mitigation | Developing | Iscte | 2024 | |
| Pedro Amaral Beja Cláudio Canelas | Tracking and Motion Detection in Futsal Using Computer Vision Algorithms | Developing | Iscte | 2024 | |
| Tomás Miguel Branco Vicente | Automatic Extraction, Classification, and Normalization of Entities from Clinical Notes | Developing | Iscte | -- | |
| Delfim Sancho Gomes Rocha | Integration of Artificial Intelligence Techniques in Digital Curation and Archival Organization Processes | Developing | Iscte | -- |
Concluded (76)
M.Sc. Final Projects (1)
Concluded (1)
| Student Name | Title/Topic | Language | Institution | Initial Year | Concluding Year |
|---|---|---|---|---|---|
| Nelson Carvalho de Jesus | From Legal Jargon to Generative Artificial Intelligence: The Legal System in the Age of the Transformer | Portuguese | Iscte | 2024 | 2025 |
