Português
| Teaching Year | Semester | Course Name | Degree(s) | Coordinator |
|---|---|---|---|---|
| 2025/2026 | 2º | Algorithms for Big Data | -- | Yes |
| 2024/2025 | 2º | Algorithms for Big Data | -- | Yes |
| 2024/2025 | 2º | Big Data Processing | Bachelor Degree in Data Science; | Yes |
| 2024/2025 | 2º | Big Data Processing and Modeling | -- | Yes |
| 2023/2024 | 2º | Algorithms for Big Data | -- | Yes |
| 2023/2024 | 2º | Big Data Processing | Bachelor Degree in Data Science; | Yes |
| 2023/2024 | 2º | Big Data Processing and Modeling | -- | Yes |
| 2022/2023 | 2º | Algorithms for Big Data | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2022/2023 | 2º | Big Data Processing | Bachelor Degree in Data Science; | Yes |
| 2022/2023 | 2º | Big Data Processing and Modeling | -- | Yes |
| 2021/2022 | 2º | Algorithms for Big Data | Institutional Degree in Escola de Tecnologias e Arquitetura; | No |
| 2021/2022 | 2º | Big Data Processing | Bachelor Degree in Data Science; | No |
| 2021/2022 | 2º | Big Data Processing and Modeling | -- | No |
| 2020/2021 | 2º | Algorithms for Big Data | -- | Yes |
| 2020/2021 | 2º | Big Data Processing | -- | Yes |
| 2020/2021 | 2º | Big Data Processing and Modeling | -- | Yes |
| 2019/2020 | 1º | Algorithms for Big Data | Institutional Degree in Escola de Tecnologias e Arquitetura; | Yes |
| 2018/2019 | 2º | Algorithms for Big Data | -- | Yes |
| 2018/2019 | 2º | Signal Theory | -- | No |
| 2017/2018 | 2º | Signal Theory | -- | No |
| 2017/2018 | 1º | Algorithms for Big Data | -- | Yes |
| 2017/2018 | 1º | Operating Systems | Bachelor Degree in Computer Engineering; Bachelor Degree in Telecommunications and Computer Engineering; | No |
| 2016/2017 | 2º | Algorithms for Big Data | -- | Yes |
| 2016/2017 | 2º | Signal Theory | -- | No |
| 2016/2017 | 2º | Signal Theory | -- | No |
| 2016/2017 | 1º | Operating Systems | Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; | No |
| 2016/2017 | 1º | Operating Systems | Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; | No |
| 2015/2016 | 2º | Algorithms for Big Data | -- | Yes |
| 2015/2016 | 1º | Fundamentals of Computer Architecture | Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; | No |
| 2015/2016 | 1º | Fundamentals of Computer Architecture | Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; | No |
| 2015/2016 | 1º | Introduction to Programming | Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; | No |
| 2015/2016 | 1º | Introduction to Programming | Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; | No |
| 2014/2015 | 1º | Fundamentals of Computer Architecture | Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; | No |
| 2014/2015 | 1º | Fundamentals of Computer Architecture | Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; | No |
| 2009/2010 | 1º | Operating Systems | -- | No |
Teaching Activities
Supervisions
Ph.D. Thesis (1)
Concluded (1)
| 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 |
M.Sc. Dissertations (30)
Ongoing (9)
| Student Name | Title/Topic | Language | Status | Institution | Initial Year |
|---|---|---|---|---|---|
| João Pedro Pinheiro Bicho | Applying ISO/ICAO Standards in an Institutional Photo using Deep Learning | English | Delivered | Iscte | 2025 |
| Oleksandr Novytskyi | Medical Image Super-Resolution via Diffusion Probabilistic Models for Reducing False Negatives in Classification | English | Delivered | Iscte | 2024 |
| Rafael Pereira de Figueiredo | GRASPMORE - Hybrid approach of pruning and heuristic concepts for a optimized CNN. | Developing | Iscte | 2025 | |
| Bernardo Silvério Jesus de Melo | An Explainability Technique for CT-Based Lung Nodule Classification Using LIDC-IDRI | Developing | Iscte | 2025 | |
| André Filipe Cabaço Eusébio | Left Ventricle Segmentation in Echocardiography | Developing | Iscte | 2025 | |
| Gonçalo dos Santos Revesso de Matos Pereira | Assessment of the alignment of good cybersecurity practices in organizations | Developing | Iscte | 2025 | |
| Fábio Miguel Rato dos Santos | Enhanced image classification based on knowledge | Portuguese | Developing | Iscte | 2024 |
| José Pedro Lukoki | Advanced Analytics in Triathlon: Insights on Athlete Performance Based on Big Data | Developing | Iscte | 2024 | |
| João Henrique Marques Silva | Heart diseases classification based on myocardium thickness | Developing | Iscte | 2024 |
Concluded (21)
| Student Name | Title/Topic | Language | Institution | Initial Year | Concluding Year |
|---|---|---|---|---|---|
| Alexandre Afonso Rodrigues | Short-Axis and Long-Axis Segmentation of Left Ventricle | English | Iscte | 2024 | 2024 |
| Ana Rita Paulo Raposo | OSCAR: A Software-Based System to Support Information Incident Response | English | Iscte | 2024 | 2024 |
| José Miguel Nunes Fernandes | Covid-19 Classification From Magnetic Resonance Imaging Analysis | English | Iscte | 2024 | 2024 |
| Pedro Miguel Ferreira Viegas Águas | Classification of Aortic Stenosis based on AI in MRI Scans | English | Iscte | 2023 | 2023 |
| António Maria Sousa Gomes Neto | Fully Automatic Assessment for Left Ventricle Image Segmentation and Feature Extraction | English | Iscte | 2022 | 2023 |
| Daniel André Barbosa Marçal | Element detection from satellite imagery through deep learning | English | Iscte | 2022 | 2023 |
| Rui Filipe Correia Ferreira | Implementation of a Monitoring System for Students' Learning Paths | English | Iscte | 2022 | 2023 |
| João Miguel Jorge Manuelito Faria | Assessment of Iscte's Cybersecurity Capabilities | English | Iscte | 2021 | 2023 |
| Gonçalo Monteiro Cruz | Network anomalies detection via event analysis and correlation by a smart system. | English | Iscte | 2021 | 2022 |
| Marcelle Cury Albuquerque Rodrigues | Proposal of a hybrid framework to promote the project management maturity in a public higher education institution | Portuguese | Iscte | 2021 | 2022 |
| Miguel Salvador Pedroso | Enterprise Architecture in the Higher Education sector - A Case Study | English | Iscte | 2020 | 2021 |
| José António Guerreiro Nunes Sanches Salvador | my Human Brain Project (mHBP) | English | Iscte | 2020 | 2021 |
| Hugo Filipe Paulino dos Santos | Social Network Embeddings forChurn Prediction | English | Iscte | 2019 | 2020 |
| David Galvão Chambel Caçador | Automatic Recognition of Megalithic Objects in Areas of Interest in Satellite Imagery. | English | Iscte | 2019 | 2020 |
| Diogo Neto Coxinho Mourisco da Conceição | Open Source Face Recognition API | English | Iscte | 2019 | 2019 |
| Ruben José Neri Salazar | Forecasting the capacity of LTE mobile networks | Portuguese | Iscte | 2019 | 2019 |
| José Miguel Costa Ruivo | Deep neural networks for image quality: a comparison study for identification photos | English | Iscte | 2017 | 2018 |
| Gonçalo Laginha Serafim San-Payo | Quality Control in Clothing Manufacturing with Machine Learning | English | Iscte | 2017 | 2018 |
| Daria Baikova | Real Time Multiple Camera Person Detection and Tracking | Portuguese | Iscte | 2017 | 2018 |
| Pedro Miguel da Luz Cabrita de Sousa Brosque | PROSHOT - assistente pessoal de fotografia | Portuguese | Iscte | 2017 | 2018 |
| João Henriques Oliveira Gomes | Pulmonary Nodule Segmentation in Computed Tomography with Deep Learning | English | Iscte | 2017 | 2017 |
