Teaching Activities
Teaching Year Semester Course Name Degree(s) Coordinator
2025/2026 Applied Final Project in Data Science Bachelor Degree in Data Science; No
2025/2026 Applied Artificial Intelligence Project Master Degree in Artificial Intelligence; Yes
2025/2026 Programming II Post Graduation Program in STEAM Bridge Program; Yes
2025/2026 Autonomous Agents Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Yes
2025/2026 Introduction to Machine Learning Master Degree in Computer Engineering; Yes
2025/2026 Big Data and Artificial Intelligence in Public Policies Master Degree in Digitalization in Public Administration; Yes
2025/2026 Master Dissertation in Artificial Intelligence Master Degree in Artificial Intelligence; Yes
2024/2025 Applied Final Project in Data Science Bachelor Degree in Data Science; No
2024/2025 Applied Artificial Intelligence Project Master Degree in Artificial Intelligence; Yes
2024/2025 Introduction to Machine Learning Master Degree in Computer Engineering; No
2024/2025 Big Data and Artificial Intelligence in Public Policies Master Degree in Digitalization in Public Administration; Yes
2024/2025 Master Dissertation in Artificial Intelligence -- Yes
2024/2025 Programming II Post Graduation Program in STEAM Bridge Program; Yes
2024/2025 Foundations for Data Science and Machine Learning -- No
2024/2025 Object Oriented Programming Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2023/2024 Applied Final Project in Data Science Bachelor Degree in Data Science; No
2023/2024 Development for Internet and Mobile Apps -- No
2023/2024 Introduction to Machine Learning Master Degree in Computer Engineering; No
2023/2024 Big Data and Artificial Intelligence in Public Policies Post Graduation Program in Digitalization in Public Administration; Yes
2023/2024 Object Oriented Programming Bachelor Degree in Computer Engineering; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2022/2023 Development for Internet and Mobile Apps Bachelor Degree in Computer Engineering (PL); No
2022/2023 Introduction to Machine Learning Master Degree in Computer Engineering; No
2022/2023 Object Oriented Programming Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2021/2022 Strategy and Public Value -- No
2021/2022 Master Dissertation in Computer Science Engineering -- Yes
2021/2022 Strategy and Public Value -- No
2021/2022 Machine Learning -- No
2021/2022 Master Dissertation in Computer Science Engineering -- Yes
2020/2021 Development for Internet and Mobile Apps Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Science and Business Management; No
2020/2021 Knowledge Discovery and Extraction From Data Bachelor Degree in Computer Science and Business Management; No
2020/2021 Master Project in Computer Engineering -- Yes
2020/2021 Introduction to Machine Learning Master Degree in Computer Engineering; Yes
2020/2021 Master Project in Computer Engineering -- Yes
2020/2021 Introduction to Programming Bachelor Degree in Computer Engineering; No
2020/2021 Machine Learning -- Yes
2020/2021 Master Dissertation in Computer Science Engineering -- Yes
2019/2020 Research Methods for Phd in Complexity Sciences II -- No
2019/2020 Object Oriented Programming -- Yes
2019/2020 Master Dissertation in Computer Science Engineering -- Yes
2019/2020 Trandisciplinary Digital Culture -- No
2019/2020 Concurrent and Parallel Programming Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; No
2019/2020 Object Oriented Programming -- Yes
2019/2020 Machine Learning -- Yes
2019/2020 Master Dissertation in Computer Science Engineering -- Yes
2018/2019 Object Oriented Programming Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; No
2018/2019 Master Dissertation in Computer Science Engineering -- Yes
2018/2019 Trandisciplinary Digital Culture -- No
2018/2019 Object Oriented Programming -- No
2018/2019 Machine Learning -- Yes
2018/2019 Master Dissertation in Computer Science Engineering -- Yes
2017/2018 Research Methods for Phd in Complexity Sciences II -- No
2017/2018 Object Oriented Programming Bachelor Degree in Computer Engineering; Yes
2017/2018 Trandisciplinary Digital Culture -- No
2017/2018 Concurrent and Parallel Programming Bachelor Degree in Computer Engineering; No
2017/2018 Object Oriented Programming -- Yes
2017/2018 Machine Learning -- Yes
2016/2017 Sitrep.at Lisbon: the Urbanity of Civic Forums -- No
2016/2017 Collaborative Digital Processes -- No
2016/2017 Object Oriented Programming Bachelor Degree in Computer Engineering; Yes
2016/2017 Object Oriented Programming Bachelor Degree in Computer Engineering; Yes
2016/2017 Concurrent and Parallel Programming Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; No
2016/2017 Object Oriented Programming -- Yes
2016/2017 Machine Learning -- No
2015/2016 Research Methods for Phd in Complexity Sciences II -- No
2015/2016 Sitrep.at Lisbon: the Urbanity of Civic Forums -- No
2015/2016 Object Oriented Programming Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2015/2016 Object Oriented Programming Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2015/2016 Regression Applications for Business -- Yes
2015/2016 Concurrent and Parallel Programming Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; No
2015/2016 Machine Learning -- No
2014/2015 Object Oriented Programming Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2014/2015 Object Oriented Programming Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2014/2015 Advanced Topics in Business Intelligence -- No
2014/2015 Concurrent and Parallel Programming Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; No
2014/2015 Machine Learning -- Yes
2013/2014 Object Oriented Programming Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2013/2014 Object Oriented Programming Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2013/2014 Concurrent and Parallel Programming Bachelor Degree in Computer Engineering; No
2013/2014 Machine Learning -- Yes
Supervisions
Ph.D. Thesis (2)
Concluded (2)
Student Name Title/Topic Language Institution Initial Year Concluding Year
Nuno Miguel da Conceição António Hotel Revenue Management: Using Data Science to Predict Booking Cancellations Iscte 2016 2019
David Walter Figueira Jardim Human activity recognition and prediction in RGB-D videos Iscte 2015 2018
M.Sc. Dissertations (76)
Ongoing (21)
Student Name Title/Topic Language Status Institution Initial Year
Manuel Alvarez Couto Martins Criação de rotas turísticas com base em dados Developing Iscte 2025
Gonçalo Alexandre Pombo Santos Reinforcement Learning for Swarm Control Developing Iscte 2025
Vasco da Silva Santos Analysis of Criminal Recidivism using Machine Learning Developing Iscte 2025
Bruno Da Fonseca Ramos Aprendizagem Automática Aplicada a Reincidência Criminal 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
Rebecca de Oliveira Cunha Dados sintéticos para machine learning: um estudo sobre qualidade e avaliação Developing Iscte 2025
Vanda Soraia Friza Barata The role of synthetic data in Health Developing Iscte 2025
Alice Baikova Text Mining in the Context of Public Policy Developing Iscte 2025
Rodrigo André Costa e Silva Previsão da Escassez de Professores em Portugal recorrendo a Modelos de Inteligência Artificial e Dados de Emprego Público Developing Iscte 2025
Tiago Jantarada Patrício Evaluation of Privacy-Preserving Techniques and Their Impact Developing Iscte 2025
Rebeca Henriques de Melo Sampaio Entre duas crises: os efeitos da pandemia de COVID-19 no emprego jovem em Portugal Developing Iscte 2025
Pedro Miguel de Almeida Gonçalves Marques AI for Detecting and Preventing Lost Parcels in Last-Mile Delivery: A Company Case Study 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
Tiago Afonso de Sousa Afonseca Optimization of Neighbour Relations and Anomaly Detection in Mobile Networks using Machine Learning Developing Iscte 2025
Ana Rita da Silva Ferreira Integration of ESG Indicators in Credit Risk Assessment: An Analytical Approach Developing Iscte 2025
Felipe Gomes Silva Prediction of missed flight connections using machine learning algorithms Developing Iscte 2024
Mara Andreia Pimpão Alves Land cover image segmentation based on sparse annotation Developing Iscte 2024
Tiago Rodrigues Francisco Youth employment analysis Developing Iscte 2024
Bruno Filipe Celestino Pedro Análise preditiva de indicadores demográficos de Portugal Developing Iscte 2024
Aline Pozzebon Information extraction for public policy planning Developing Iscte 2024
Celso Emanuel Daniel Ribeiro Creation of Tourist Routes Based on Data from Tourism of Portugal Developing Iscte --
Concluded (55)
Student Name Title/Topic Language Institution Initial Year Concluding Year
Ana Mercês Soares dos Reis Moreira Atrial Flutter Classification with Active Learning inImbalanced Learning Contex English Iscte 2024 2025
Miguel Gonçalves Teodoro Vision-Based Reinforcement Learning: The Role of Transfer Learning and Action Space Design in Symmetric Reward Financial Markets English Iscte 2024 2025
Miguel Lopes Valadares Exploratory Data Analysis of Self-Consumption Units in Portugal’s Energy Transition 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
Inês Colaço Ascenso Artificial Intelligence applied to public employment data in the Portuguese Education sector English Iscte 2024 2025
Susana Filipa Raposo Ferreira Public Procurement and Human Resources Data Analysis in Healthcare English Iscte 2024 2025
Clara Nunes Barrancos Explaining Image Classification by Monitoring Layers activity English Iscte 2025 2025
Dílan Vera Cruz Viana da Conceição Imbalanced Learning on Bank Account Frauds Portuguese Iscte 2024 2024
Luís Miguel Caroço Ranito Exploring Relationships in User Story Management using a graph database English Iscte 2024 2024
Joaquim Henriques Carvalho Criminal Recidivism in Portugal: A Look Through the Data from the General Directorate of Rehabilitation and Prison Services (DGRSP) Portuguese Iscte 2024 2024
Tiago Filipe Martins Tavares Territorial Inequalities in Secondary Education in Portugal Portuguese Iscte 2024 2024
João Pedro Tomás Ferreira Deep Learning for Personal Protection Equipment (PPE) Detection in Real-Life Scenarios English Iscte 2024 2024
Diogo Esteves Matias Lopes Maximise Available Transfer Capability in a Power Network with the support of Deep Reinforcement Learning English Iscte 2024 2024
Afonso José Tripa Geraldo Multi-season deep learning-based land cover classification using satellite images English Iscte 2024 2024
Ana Beatriz Nunes Lapa Quality of youth employment in Portugal over a decade Iscte 2024 2024
Rodrigo Miguel Jorge Mendes Impact on academic success of changes in the student’s life Portuguese Iscte 2024 2024
João Sérgio Vieira Zolá Ribeiro Detecting anomalies in waste management data in Portugal Portuguese 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
Afonso Chen Miao Forecast of cancellation of projects in the management of public funds English Iscte 2022 2023
Simão de São José Gregório de Oliveira Frazão Correia Extracting relevant information regarding customer behaviour from surveillance videos English Iscte 2022 2023
João Tomás Ferreira Guerra Data Analysis to detect Successful Strategies in Education Portuguese Iscte 2022 2023
Diogo Amaro Mendes Multi-camera person re-identification based on trajectory data in a retail environment Portuguese Iscte 2022 2023
Sérgio Filipe Paiva da Silva Gonçalves dos Santos Land Cover Automatic classification using a deep learning technique applied to satellite imagery English Iscte 2022 2023
Tiago de Sousa Alves Analysis of investment product prospectuses and management regulations Portuguese Iscte 2022 2023
Luís Henrique Broncas Chinita Text mining applied to the prediction of irregularities in public funds applications Portuguese Iscte 2022 2022
Alexandre Valério Rodrigues Evolutionary strategies in swarm robotics controllers English Iscte 2021 2022
Inês Mendes dos Santos Rodrigues de Carvalho Identification of Risk Factors in the Severity of Road Accidents Portuguese Iscte 2022 2022
Francisco Miguel da Silva Caldeira Automatic Classification of Complaints from Public Administration English Iscte 2021 2022
Alexandre Sadik Vieira Juma Impact of COVID-19 Pandemic Restrictions in Urban Mobility and Air Pollution in Lisbon, Portugal English Iscte 2020 2021
Alberto Neto Vilas Forecasting cancelation on public funded projects Portuguese Iscte 2021 2021
Soraia Hermínia Aguiar Afonso Fernandes Identification of the residues deposited outside the deposition equipment, using video analytics English Iscte 2020 2021
Nicole Furtado Oliveira ETL for Data Science? A Case Study. English Iscte 2021 2021
Filipa Isabel Viegas Batista Big Data Analytics of Electricity Consumption in Portugal Portuguese Iscte 2020 2021
João Carlos Pereira Sousa Macedo Mesquitela A data-driven approach to road accidents in the municipality ofLisbon English Iscte 2020 2021
Mário Lança Campos Salgado Community Discovery in Mobile Games English Iscte 2018 2020
Miguel de Guerra Narciso Cryptocurrency Analysis based on User-Generated Social Media Content English Iscte 2019 2020
Miguel José Candeias Bento User behaviour identification based on location data English Iscte 2019 2020
João Guilherme de Lourenço Vieira Duque Malware Detection based on dynamic analysis features English Iscte 2019 2020
António Francisco Serol Sequeira Mobile App for Identification of Recycling Materials English Iscte 2019 2020
João Pedro Lapa da Silva Lopes Malware detection methods for Android malware applications English Iscte 2018 2020
Maria Quintela Cruz Indoor/outdoor image classification and its representative quality Portuguese Iscte 2018 2019
João Filipe Ferreira Januário Electricity price forecasting utilizing machine learning in MIBEL English Iscte 2019 2019
Francisco Marques Gracias Recognition of Customer-Product Interactions in Retail Environments Portuguese Iscte 2018 2018
João Rodrigo Romão Marinho Pinto da Cruz Deep Learning for Large-Scale Fine-Grained Recognition of Cars English Iscte 2018 2018
Mário Rivotti Hauptfleisch Automated Curriculum Screening Portuguese Iscte 2017 2018
Pedro Sousa Romano A cooperative active perception approach for Swarm Robotics. English Iscte 2016 2018
Diogo Franco Sistema de Recomendação para Regras de Automação em IoT English Instituto Superior Técnico 2017 2017
Marco Hélio Ramos Silva Predicting Space Occupancy for Street Paid Parking English Iscte 2016 2017
Pedro Ruben Januário Pêgo Automatic Integration of IoT Devices English Iscte 2015 2016
Rui Nuno Neves Madeira A Machine Learning Approach for Indirect Human Presence Detection Using IoT Devices English Iscte 2015 2016
Pedro Fonseca das Neves Multifactor Authentication using Smartphone as Token. English Iscte 2014 2015
Pedro Proença D'Almeida Bonifácio Costa Profiling users' preferences with Text Mining English Iscte 2011 2014
Tiago José Saloio Marques do Bem Iscte 2010 2011
David Jardim Aprendizagem por Reforço Hierárquica English Iscte 2010 2010
Jorge Vicente Aprendizagem de Caminhos Típicos English Iscte 2009 2009
M.Sc. Final Projects (3)
Ongoing (2)
Student Name Title/Topic Language Status Institution Initial Year
Ana Isabel Lima Carreiro Impact of big data on accountability in public administration Developing Iscte 2025
Marta Maria Farinha Martins Digital Preservation of Institutional Information: a case study in Municipality of Sertã Developing Iscte 2024
Concluded (1)
Student Name Title/Topic Language Institution Initial Year Concluding Year
Sandra da Encarnação Rodrigues Ventura Digital model to modernize the IGEC Human Resources processes: Predictive analytics and efficiency in Public Administration Portuguese Iscte 2024 2025