Português
| Teaching Year | Semester | Course Name | Degree(s) | Coordinator |
|---|---|---|---|---|
| 2025/2026 | 2º | Applied Final Project in Data Science | Bachelor Degree in Data Science (PL); | Yes |
| 2025/2026 | 2º | Societal Artificial Intelligence | Master Degree in Artificial Intelligence; | Yes |
| 2025/2026 | 2º | Interdisciplinary Seminar in Data Science | Master Degree in Data Science; | Yes |
| 2025/2026 | 2º | Societal Artificial Intelligence | -- | Yes |
| 2025/2026 | 1º | Programming Fundamentals | -- | Yes |
| 2025/2026 | 1º | Data in Science, Bussiness and Society | Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; | No |
| 2025/2026 | 1º | Project Design for Data Science | Master Degree in Data Science; | Yes |
| 2025/2026 | 1º | Knowledge and Reasoning in Artificial Intelligence | Master Degree in Artificial Intelligence; | No |
| 2025/2026 | 1º | Master Dissertation in Data Science | Master Degree in Data Science; | Yes |
| 2024/2025 | 2º | Introduction to Data Science | -- | Yes |
| 2024/2025 | 2º | Applied Final Project in Data Science | Bachelor Degree in Data Science; | Yes |
| 2024/2025 | 2º | Patterns and Knowledge Extraction Guided by Data | -- | Yes |
| 2024/2025 | 2º | Societal Artificial Intelligence | Master Degree in Artificial Intelligence; | Yes |
| 2024/2025 | 1º | Introduction to Data Science | -- | Yes |
| 2024/2025 | 1º | Data in Science, Bussiness and Society | Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; | No |
| 2024/2025 | 1º | Data Science Methodologies and Technologies | -- | Yes |
| 2024/2025 | 1º | Knowledge and Reasoning in Artificial Intelligence | Master Degree in Artificial Intelligence; | No |
| 2022/2023 | 2º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2022/2023 | 2º | Applied Final Project in Data Science | Bachelor Degree in Data Science; | No |
| 2022/2023 | 2º | Algorithm Design and Analysis | Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; | Yes |
| 2022/2023 | 1º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2022/2023 | 1º | Data in Science, Bussiness and Society | Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; | Yes |
| 2021/2022 | 2º | Introduction to Data Science | -- | Yes |
| 2021/2022 | 2º | Data Structures and Algorithms | -- | Yes |
| 2021/2022 | 2º | Algorithm Design and Analysis | Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; | Yes |
| 2021/2022 | 1º | Iot for Smart Cities | Postgraduate Seminar in IoT for Smart Cities; | No |
| 2021/2022 | 1º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2021/2022 | 1º | Data in Science, Bussiness and Society | Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; | Yes |
| 2020/2021 | 2º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2020/2021 | 2º | Data Structures and Algorithms | Bachelor Degree in Data Science; | Yes |
| 2020/2021 | 2º | Applied Project in Data Science I | -- | No |
| 2020/2021 | 2º | Knowledge Discovery and Extraction From Data | Bachelor Degree in Computer Science and Business Management (PL); | Yes |
| 2020/2021 | 1º | Data Structures | -- | Yes |
| 2020/2021 | 1º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2020/2021 | 1º | Data in Science, Bussiness and Society | Bachelor Degree in Data Science; | Yes |
| 2020/2021 | 1º | Algorithm Design and Analysis | -- | Yes |
| 2019/2020 | 2º | Data Structures and Graph Algorithms | -- | Yes |
| 2019/2020 | 2º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2019/2020 | 2º | Data Structures and Algorithms | Bachelor Degree in Data Science; | Yes |
| 2019/2020 | 2º | Database Introduction | -- | Yes |
| 2019/2020 | 2º | Programming I | -- | Yes |
| 2019/2020 | 2º | Programming II | -- | Yes |
| 2019/2020 | 1º | Pattern Recognition and Analysis | -- | Yes |
| 2019/2020 | 1º | Advanced Topics in Complexity Sciences I | -- | No |
| 2019/2020 | 1º | Data Structures | -- | Yes |
| 2019/2020 | 1º | Introduction to Data Science | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2019/2020 | 1º | Data in Science, Bussiness and Society | Bachelor Degree in Data Science; | Yes |
| 2019/2020 | 1º | Database Introduction | -- | Yes |
| 2019/2020 | 1º | Programming I | -- | Yes |
| 2019/2020 | 1º | Programming II | -- | Yes |
Teaching Activities
Supervisions
Ph.D. Thesis (15)
Ongoing (9)
| Student Name | Title/Topic | Language | Status | Institution | Initial Year |
|---|---|---|---|---|---|
| Bruno Miguel Teixeira Taborda | MAIS: Market Artificial Intelligence | English | Developing | Iscte | 2022 |
| Cristian Camilo Jiménez Ruiz | "Complexity and Innovation in Creative Industries". | English | Developing | Iscte | 2022 |
| Eduardo Antonio Mello Freitas | "Language Complexity and Contextualized Translation". | English | Developing | Iscte | 2022 |
| Ana Rita Peixoto | A Recommendation System Approach for Decision Making in Management Strategies Support | Portuguese | Developing | Iscte | -- |
| Domingos Rhongo | e-Government methodologies in developing countries and the role of mobile devices - a Mozambican perspective | Portuguese | Developing | Iscte | -- |
| Ricardo Alexandre Firmino de Melo | Design and Evaluation of a Framework for Real-Time Intelligent Video Manipulation 2025 | English | Developing | Iscte | -- |
| Rui Miguel Simão Pascoal | Mobile Pervasive Augmented Reality Systems: Feedback Modelling in Outdoor Environments | English | Developing | Iscte | -- |
| Bruno Miguel Teixeira Taborda | MAIS: Markets Artificial Intelligence System | Portuguese | Developing | Iscte | -- |
| Maria Adelaide Gaspar Quinto Pacheco | Check-up 3.0 - O Seu Plano de Saúde | Portuguese | Developing | Iscte | -- |
Concluded (6)
| Student Name | Title/Topic | Language | Institution | Initial Year | Concluding Year |
|---|---|---|---|---|---|
| Ariele Câmara | Knowledge-based machine learning approach to indirect prospecting methodologies for monument identification | English | Iscte | 2018 | 2025 |
| Rui Miguel Simão Pascoal | Mobile Pervasive Augmented Reality Systems | English | Iscte | 2022 | 2024 |
| Ana Rita Henrique Peixoto | An intelligence approach for the improvement of IT startups´ social media strategy | English | Iscte | 2021 | 2024 |
| Nuno Miguel da Conceição António | Hotel Revenue Management: Using Data Science to Predict Booking Cancellations | English | Iscte | -- | 2019 |
| Nuno Miguel da Conceição António | Hotel Revenue Management: Using Data Science to Predict Booking Cancellations | Iscte | 2016 | 2019 | |
| Marisa Batalha Figueiredo | Contributions for Electrical Energy Disaggregation in a Smart Home | English | Iscte | 2011 | 2014 |
M.Sc. Dissertations (58)
Ongoing (31)
| Student Name | Title/Topic | Language | Status | Institution | Initial Year |
|---|---|---|---|---|---|
| Diogo Filipe Pires Godinho | Automating Cyber Attack Response Procedures: An AI Approach for SOC Analysts | English | Delivered | Iscte | 2024 |
| Ana Mercês Soares dos Reis Moreira | Atrial Flutter Classification with Active Learning inImbalanced Learning Contex | English | Delivered | Iscte | 2024 |
| Nicole Lopes Nunes | Topic Modeling Applied to Portuguese Tiny Text | English | Delivered | Iscte | 2024 |
| Bruno Alexandre Baião de Oliveira | Using data for course characterization: an exploration | Portuguese | Delivered | Iscte | 2025 |
| Miguel Gonçalves Teodoro | Vision-Based Reinforcement Learning: The Role of Transfer Learning and Action Space Design in Symmetric Reward Financial Markets | English | Delivered | Iscte | 2024 |
| Bernardo Luís da Silva Pinto Coelho | Intelligent and Secure Framework Specification for Health | Developing | Iscte | 2025 | |
| Daniel Café | Análise de Sentimento no Mercado de Criptomoedas e a sua Integração em Modelos de Previsão | Developing | Iscte | 2025 | |
| Vanda Soraia Friza Barata | The role of synthetic data in Health | Developing | Iscte | 2025 | |
| Rafael Alexandre Dias Andorinha | A research study on applications of surface-level air data in diverse geographies | Developing | Iscte | 2025 | |
| André Monteiro Repolho dos Santos | Impact of Artificial Intelligence on Public Policy Automation: Benefits, Risks, and Pathways for Responsible Governance | Developing | Iscte | 2025 | |
| Ricardo Araújo Galvão | Exploration of Artificial Intelligence methods based on graphs to represent and infer knowledge in the financial context | Developing | Iscte | 2025 | |
| Guilherme Silveira da Silva | Modeling of Lisbon’s Multimodal Urban Mobility Network: An Interdisciplinary approach Approach | Developing | Iscte | 2025 | |
| Rebecca de Oliveira Cunha | Dados sintéticos para machine learning: um estudo sobre qualidade e avaliação | Developing | Iscte | 2025 | |
| Adriana Maria Nunes Alves | Modelos de Deep Learning Aplicados à Predição de Resistência Antimicrobiana a partir de Genomas Bacterianos | Developing | Iscte | 2025 | |
| Filipe Almeida Delmotte | Question Classification: A Supervised Learning Approach to Support Test-Making | Developing | Iscte | 2025 | |
| Afonso Diogo Ventura | Casino Player Data Prediction | Developing | Iscte | 2025 | |
| Bernardo Silvério Jesus de Melo | An Explainability Technique for CT-Based Lung Nodule Classification Using LIDC-IDRI | Developing | Iscte | 2025 | |
| Ana Margarida da Palma Cordeiro Lampreia Rebolo | From Numbers to Insights: Unlocking the Power of Data through Visualization | Developing | Iscte | 2025 | |
| Ana Margarida Brito Cardoso | Contribution of artificial intelligence to the coordination of regional development policies: the case of the Intermunicipal Community of Coimbra | Developing | Iscte | 2025 | |
| Leonor Dos Santos Ramos | Medical Data Protection | Developing | Iscte | 2025 | |
| Ana Rita da Silva Ferreira | Integration of ESG Indicators in Credit Risk Assessment: An Analytical Approach | Developing | Iscte | 2025 | |
| Gonçalo Duarte Sampaio Juvandes | Federated Learning for Time Series Anomaly Detection in a mHealth Context | Developing | Iscte | 2025 | |
| Danilo Palácio Sabóia | Intelligent Knowledge Management System for Cybersecurity Incident Response with Machine Learning Integration | Developing | Iscte | 2025 | |
| Alexandre Craveiro Assis | Freight Transportation Optimization in Logistics | Developing | Iscte | 2024 | |
| Fábio Miguel Rato dos Santos | Enhanced image classification based on knowledge | Portuguese | Developing | Iscte | 2024 |
| Gabriel Bonfim de Almeida | Extracting information from images acquired in a fish farming environment | Developing | Iscte | 2024 | |
| David Miguel Rodrigues Rosa | Frontend development for an AI-powered freight logistics application | Developing | Iscte | 2024 | |
| Thiago da Silva Borba | Is public opinion a good indicator of companies' financial performance? Twitter text analysis on Big Tech companies | Developing | Iscte | 2024 | |
| Miguel Ângelo Brito Cardoso | Virtual Assistant for programming learning providing proactive hints backed by LLMs | Developing | Iscte | -- | |
| Bernardo Maria Correia Severino Coelho | Question generation for academic evaluations, based on generative artificial intelligence. | Developing | Iscte | -- | |
| Gonçalo Casaleiro Pereira Tomás Rosa | Anomaly Detection in Energy Consumption: A Comprehensive Comparison of Algorithms | Developing | Iscte | -- |
Concluded (27)
| Student Name | Title/Topic | Language | Institution | Initial Year | Concluding Year |
|---|---|---|---|---|---|
| Rafael Bruce Tomé dos Santos | Design and Implementation of a Cloud-Native Web API for Third-Party Integrations | English | Iscte | 2024 | 2025 |
| Tiago Manuel Pereira dos Santos Alves | Enhancing Intrusion Detection Systems using Anomaly Detection and Imbalanced Learning Techniques | English | Iscte | 2024 | 2025 |
| Guilherme Santos Fernandes Carvalho | Federated Learning for mHealth: an exploration | English | Iscte | 2024 | 2024 |
| Dílan Vera Cruz Viana da Conceição | Imbalanced Learning on Bank Account Frauds | Portuguese | Iscte | 2024 | 2024 |
| Miriam Isabel Farinha Rodrigues | Knowledge Management System for Cybersecurity Incident Response | English | Iscte | 2024 | 2024 |
| Clara Alexandra dos Santos Martins Carvalho Baptista | Predictive Modeling of Financed Amount of Personal Loans in thecontext of Outbound Marketing | English | Iscte | 2022 | 2023 |
| Renato Valentim Figueira Franco | Application of Ontologies to Contracts for Difference Key Information Documents | English | Iscte | 2023 | 2023 |
| Ana Catarina Martins Gonçalves | Clinical text mining | English | Iscte | 2023 | 2023 |
| Susana Isabel de Carvalho Polido | Applying federated learning on early-detection of COVID-19 | English | Iscte | 2022 | 2023 |
| Tiago Afonso Frade Martins | Data Science Applied to Public Fund Management | English | Iscte | 2023 | 2023 |
| Daniel André Barbosa Marçal | Element detection from satellite imagery through deep learning | English | Iscte | 2022 | 2023 |
| João Pedro da Mota Pereira de Figueiredo | Deep Learning Model Transposition for Network Intrusion Detection Systems | English | Iscte | 2021 | 2022 |
| Weidmam Milagres Leles | Predicting Bicycle Arrivals in a Bicycle Sharing System Network: a Data Science Driven Approach Grounded in Zero-Inflated Regression | English | Iscte | 2022 | 2022 |
| Alberto Neto Vilas | Forecasting cancelation on public funded projects | Portuguese | Iscte | 2021 | 2021 |
| Mário Lança Campos Salgado | Community Discovery in Mobile Games | English | Iscte | 2018 | 2020 |
| Cláudio Manuel Neves Rocha | Knowing the customers to better sell: Case study of a tourist transfer company operating in the Algarve region | Portuguese | Iscte | 2019 | 2020 |
| Pedro André Freitas Camacho | Real-Time Recommendation System for Transfers Booking | Portuguese | Iscte | 2018 | 2020 |
| João Guilherme de Lourenço Vieira Duque | Malware Detection based on dynamic analysis features | English | Iscte | 2019 | 2020 |
| David Galvão Chambel Caçador | Automatic Recognition of Megalithic Objects in Areas of Interest in Satellite Imagery. | English | Iscte | 2019 | 2020 |
| António Francisco Serol Sequeira | Mobile App for Identification of Recycling Materials | English | Iscte | 2019 | 2020 |
| Ana Rita Henrique Peixoto | A Graph-Based Approach for Sustainable Walking Tour Recommendations: the Case of Lisbon Overcrowding | English | Iscte | 2019 | 2019 |
| Sonia Cristina Moniz Afonso | Non regular aviation prediction | Portuguese | Iscte | 2019 | 2019 |
| Pedro André Fonseca Garez Gomes | Flow time series clustering for demand pattern recognition in drinking water distribution systems: new insights about the most adequate methods | English | Iscte | 2018 | 2019 |
| Luma Prianca Salman Mendes | Study about Customer Segmentation and application in a real case | English | Iscte | 2017 | 2019 |
| Bruno Miguel Teixeira Taborda | Shaper-GA: Automatic Shape Generation for Modular housing | English | Iscte | 2017 | 2018 |
| Tiago João Aires Soares | Text Mining from CURRICULA | Portuguese | Iscte | 2017 | 2018 |
| Rafael Luís Ferreira Valente | Two-dimensional placement compaction using an evolutionary approach: a study | English | Iscte | 2018 | 2018 |
M.Sc. Final Projects (1)
Concluded (1)
| Student Name | Title/Topic | Language | Institution | Initial Year | Concluding Year |
|---|---|---|---|---|---|
| Rui Jorge Valentim Vitorino | Implementation of a Business Intelligence Strategy at the General Secretariat of the Government: Modernization, Transparency, and Strategic Alignment | Portuguese | Iscte | 2024 | 2025 |
