Creating and sharing knowledge for telecommunications

Theses

Running PhD Theses: 20

Student Supervisor Co-Supervisor Title End date
Ana Sofia Cacais do Carmo Ana Luisa Nobre Fred Hugo Humberto Plácido da Silva Non-Intrusive Fog-Cloud Computing for Epilepsy 12 / 9999
Pedro Guedes de Campos Martin Maria Paula dos Santos Queluz Rodrigues João Miguel Duarte Ascenso Quality Assessment and Optimization of 6DoF 360º Video Streaming 12 / 9999
Ramna Maqsood Caroline Conti Luís Eduardo de Pinho Ducla Soares Multi-modal detection using deep learning 12 / 9999
Mohammadreza Ghafari Fernando Manuel Bernardo Pereira André Filipe Rodrigues Guarda Deep Learning-based Scalable Point Cloud Coding 12 / 2027
Md Tahsir Ahmed Munna João Miguel Duarte Ascenso Deep Learning Image Coding 9 / 2026
Nasrin Tavakolizadeh Nuno Gonçalo Coelho Costa Pombo Advanced Algorithms and Software Development for Crustal Deformation Monitoring 7 / 2026
Shima Mohammadi João Miguel Duarte Ascenso Deep Learning based Image Coding: Quality Assessment and Perceptual Optimization 12 / 2025
Laura Acácio Octavian Postolache Implementação de Serviços Telemáticos: Caso da Sinalética Digital no Hospital Central de Nampula-Nampula 12 / 2025
Abdelrahman Seleem Mohamed Seleem Fernando Manuel Bernardo Pereira Nuno Miguel Morais Rodrigues Deep Learning-based Compressed Domain PC Super-resolution Visual 12 / 2025
Vicente Mayer Mendonça de Lima Garção Ana Luisa Nobre Fred Hugo Humberto Plácido da Silva Invisibles for Health Monitoring in Chronic Conditions 12 / 2025
Muhammad Zubair Paulo Jorge Lourenço Nunes Caroline Conti Light Field Coding and Transmission using Deep Learning 11 / 2025
Joana Cabral Amaral Nunes da Costa Pedro Ricardo Morais Inácio Hugo Pedro Martins Carriço Proença Defense Mechanisms for Deep Learning Applied to Facial Recognition in Real Contexts 9 / 2025
António José Evaristo Farinhas André Filipe Torres Martins Quality-Aware Machine Translation 2 / 2025
Patrícia Justo Bota Ana Luisa Nobre Fred Hugo Humberto Plácido da Silva Autonomous Scentic States Assessment: A Pervasive Approach for Wellness Monitoring 12 / 2024
Mariana Lima Lourinho Teixeira de Abreu Ana Luisa Nobre Fred Hugo Humberto Plácido da Silva A Multimodal Approach for Epileptic Seizures Assessment and Prediction 12 / 2024
Carolina Freire Rodrigues Ana Luisa Nobre Fred Paulo Luis Serras Lobato Correia Multimodal approach of patients with repaired Tetralogy of Fallot 12 / 2024
Nuno Alexandre Bettencourt Martins Luis Alberto da Silva Cruz Fernando Jose Pimentel Lopes LiDAR Point Cloud Compression for Resource Constrained Applications 12 / 2024
Tiago Filipe Dias Santos Roxo Hugo Pedro Martins Carriço Proença Action Recognition and Behavior Understanding in Surveillance Environments 10 / 2024
Rita Correia Bruno Miguel Correia da Silva SOPHIA – A Web Ecosystem for Fake or Malicious Text Reporting and Detection 9 / 2024
Bruno Manuel Degardin Hugo Pedro Martins Carriço Proença Human Behavior Analysis 7 / 2024

Running MSc Theses: 12

Student Supervisor Co-Supervisor Title End date
Igor Koval Sérgio Manuel Maciel de Faria Luis Conde Bento Complexity analysis of embedded microprocessors in portable applications 12 / 2024
Tiago Lages Pedro Ricardo Morais Inácio Definindo o Equilíbrio entre Usabilidade e Conformidade com Proteção de Dados em Ambientes Hospitalares 9 / 2024
Raquel Sofia Brás Guerra Maria Manuela Areias da Costa Pereira de Sousa Holography coding and quality assessment 8 / 2024
Manuel Magalhães Nuno Gonçalo Coelho Costa Pombo IA and Testing 6 / 2024
Ânglo Morgado Nuno Gonçalo Coelho Costa Pombo Reinforcement Learning in Autonomous Vehicles Simulation 6 / 2024
Fernando de Jesus Santos Pereira Sérgio Manuel Maciel de Faria Telmo Rui Carvalhinho Cunha Fernandes Sistema de monitorização avançado para hidroponia 3 / 2024
Pedro Henrique Proença Carreira João da Silva Pereira DEEP LEARNING PARA RECONHECIMENTO DE VOZ EM APLICAÇÕES MÉDICAS (DEEPVOICE) 12 / 2023
Ricardo Ramos Nobre Correia Paulo Luis Serras Lobato Correia Fernando Manuel Bernardo Pereira Explainable Deep Face Recognition 11 / 2023
João Pedro Carvalho Rodrigues Paulo Luis Serras Lobato Correia Osvaldo Manuel da Rocha Pacheco Image-based fish freshness estimation 11 / 2023
Leonardo Martinho Rosa Paulo Luis Serras Lobato Correia Hugo Humberto Plácido da Silva Surfboards as Smart Distributed Biomechanical and Environmental Sensors 11 / 2023
Francisco Rodrigues Duarte Paulo Luis Serras Lobato Correia Hugo Humberto Plácido da Silva Integrated Sensors for Ambient Monitoring 11 / 2023
Luis Miguel de Teles Pinto Rei Maria Paula Prata de Sousa Maria Eugénia Ferrão Anonimização de dados – privacidade versus utilidade 10 / 2023

Completed PhD Theses: 14

Student Supervisor Co-Supervisor Title End date
Rao Yong Isabel da Piedade Xavier Machado Alexandre The Impact of Digital Technology on Business Operational Performance: A study on Chinese SMEs 7 / 2023
Tsvetomila Borisova Mihaylova André Filipe Torres Martins Vlad Niculae DeepSPIN 6 / 2023
William Ruddock Primett Hugo Humberto Plácido da Silva Hugo Filipe Silveira Gamboa Non-verbal Communication with Physiological Sensors: The Aesthetic Domain of Wearables and Neural Networks 5 / 2023
João Santinha Mario Alexandre Teles de Figueiredo Nikolaos Papanikolaou Methods for Improving Generalizability and Robustness of Medical Imaging AI Models 4 / 2023
Daniel Osório Hugo Humberto Plácido da Silva Hugo Filipe Silveira Gamboa Novel Approaches to Pervasive and Remote Sensing in Cardiovascular Disease Assessment 3 / 2023
Falah Jabar Rahim Maria Paula dos Santos Queluz Rodrigues João Miguel Duarte Ascenso Assessment and Optimization of Omnidirectional Images Viewport Rendering 10 / 2022
José Maria da Silva Moreira Mario Alexandre Teles de Figueiredo Nikolaos Papanikolaou Towards Clinically Relevant Machine Learning for Medical Imaging: Applications to Segmentation, Classification, and Survival Prediction 10 / 2022
Benjamin Paul Oscar Peters André Filipe Torres Martins DeepSPIN 10 / 2022
Pedro Henrique Alves Martins André Filipe Torres Martins Zita Alexandra Magalhaes Marinho Sparsity and Structure for Attention and Text Generation 10 / 2022
Ivo Miguel da Fonseca Gravito Soares António Manuel Gonçalves Pinheiro Miguel Castelo Branco Computational Analysis of Fundus Images Rule­Based and Scale­Space Models 7 / 2022
Francisco Lima Andrade Mario Alexandre Teles de Figueiredo João Manuel de Freitas Xavier Distributed Banach-Picard Iteration with Applications to Inference Problems 7 / 2022
André Filipe Rodrigues Guarda Fernando Manuel Bernardo Pereira Nuno Miguel Morais Rodrigues Deep learning-based point cloud geometry coding 11 / 2021
Alireza Javaheri João Miguel Duarte Ascenso Fernando Manuel Bernardo Pereira Point Cloud Quality Assessment 5 / 2021
Luiz António Zanlorensi Hugo Pedro Martins Carriço Proença David Menotti Deep representations for Iris and Periocular Biometrics 4 / 2021

Completed MSc Theses: 83

Student Supervisor Co-Supervisor Title End date
Margarida Veloso Branco Lopes Ramalho Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred Augmented Reality Display with Hands-free Control for Surgical Procedure Enhancement: An Electromyographic-based approach 7 / 2023
Francisco Vieira Ramos Ferreira João Miguel Duarte Ascenso Catarina Isabel Carvalheiro Brites Ascenso Compressed Domain Face Recognition 5 / 2023
Ruben Duarte Antonio Pedro Antonio Amado Assunção Sérgio Manuel Maciel de Faria Learning-based image compression using multiple autoencoders 3 / 2023
Marta Almeida de Aragão Veiga Coelho Caroline Conti Luís Eduardo de Pinho Ducla Soares Application for Light Field Inpainting 12 / 2022
Ronielson Baptista Lima Caroline Conti Paulo Jorge Lourenço Nunes Light Field Saliency Detection using Deep Learning: A Comparative Study 12 / 2022
Diogo Moreira da Silva Eira Leitão Mario Alexandre Teles de Figueiredo Pedro Saleiro Fairness enhancing interventions based on model uncertainty 12 / 2022
José Maria Pereira Rosa Correia Pombal Mario Alexandre Teles de Figueiredo Pedro Saleiro (Un)Fairness through a causal lens 12 / 2022
Sofia Margarida Marques Monteiro Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred A Novel System for Cardiovascular Screening Based on Simultaneous Phonocardiography and Electrocardiography During Auscultation 12 / 2022
Marçal Bravo Padrós Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred Electrocardiogram Restoration for Wearable Devices using Deep Neural Networks 12 / 2022
Leonor Montalto e Frade de Alves Pereira Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred A Novel Smart Chair System for Optimisation of Workplace Conditions in Office Workers 12 / 2022
João Paulo Ribeiro Costa Ramalho Alves Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred Facial Emotion Recognition for Mental Well-being Assessment in the Workplace 12 / 2022
Raúl Kevin do Espirito Santo Viana António Navarro Rodrigues Pedro Antonio Amado Assunção Deep learning architecture for fast intra-mode CUs partitioning in VVC 12 / 2022
João M. Areias Saraiva Ana Luisa Nobre Fred Hugo Humberto Plácido da Silva Denoising and Artifact Removal of Ambulatory Electrocardiogram for Patient Continuous-Monitoring 12 / 2022
Diogo Miguel Dos Santos Mendes Ana Luisa Nobre Fred Simão Pedro Marques Pinto de Faria Multiple Instance Learning for Backscattered Signal Classification 12 / 2022
José Luís Almeida Pereira Sancho Moura Oliveira Diana Mendes Previsão de preços de criptomoedas usando redes neurais LSTM 12 / 2022
Manuel de Quintanilha Mantas Moura Rui Fuentecilla Maia Ferreira Neves Identifying Winning Companies using Financial Indicators with an Ensemble Classifier and a Risk-Off Filter 12 / 2022
Martim Nascimento de Freitas Trindade Pita Rui Fuentecilla Maia Ferreira Neves Portfolio Trading System Based on Fundamental Analysis Stock Rankings Using a Machine Learning Ensemble Model 12 / 2022
Pedro Gonçalo Silva Fernandes Rui Fuentecilla Maia Ferreira Neves Cryptocurrency price direction prediction through ensembles of machine learning algorithms allied with percentage resampling 12 / 2022
Pedro Emanuel dos Santos Ramos Rui Fuentecilla Maia Ferreira Neves Learning To Rank, Pairwise And Listwise for the Stock Market 12 / 2022
Miguel Oliveira Santos Sérgio Manuel Maciel de Faria Telmo Rui Carvalhinho Cunha Fernandes Sistema de Comunicação em Ambiente Aquático para Medição do Desempenho Físico em Atletas 11 / 2022
João Miguel Sarmento Jacob e Sousa Isidoro Paulo Luis Serras Lobato Correia Morphing Attacks to Face Recognition Systems 11 / 2022
Maria Teresa Morgado Melvill de Araújo Paulo Luis Serras Lobato Correia Augmented Reality in the Cardiac Surgery Room 11 / 2022
Tomás Souto Lopes do Rosário, Paulo Luis Serras Lobato Correia Osvaldo Manuel da Rocha Pacheco Sistema automático de avaliação da qualidade de pescado 11 / 2022
Manuel Maria de Ornelas Marques Ruivo Fernando Manuel Bernardo Pereira André Filipe Rodrigues Guarda Learning-based point cloud geometry coding: integrating sampling tools for increased RD performance 11 / 2022
Luís Adriano Martins Pinto Coelho Fernando Manuel Bernardo Pereira André Filipe Rodrigues Guarda Learning-based point cloud geometry and color coding 11 / 2022
Edgar Ramos Varela Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred Smart Undergarment for Firefighter Monitoring under Dynamic Conditions 11 / 2022
João Miguel Areias Saraiva Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred Deep Residual Learning for Epileptic Seizure Prediction and Tools to Expedite Biosignal Research 11 / 2022
João Maria Janeiro André Filipe Torres Martins Grammar Error Correction for Neural Machine Translation 10 / 2022
Luís Miguel Pinto Loureiro Artur Jorge Ferreira Andre Ribeiro Lourenco Driver profile classification 9 / 2022
Nuno José Cancela Branco Pinheira Pereira Artur Jorge Ferreira A tool to simplify software log analysis 9 / 2022
Sérgio Machado Augusto José Rabelo Almeida Santos Learning the Graph of Networked Dynamical Systems under Partial-observability via Artificial Neural Networks 9 / 2022
Rodrigo Henriques da Silva Lopes Rui Fuentecilla Maia Ferreira Neves Hybrid System of Classification Algorithms Voting System with Genetic Algorithm for Dividend Stocks Ranking 8 / 2022
Luís Guilherme Berenguer Todo Bom Fernando Manuel Bernardo Pereira André Filipe Rodrigues Guarda Learning-based point cloud geometry and color coding 7 / 2022
Filipe José Marques Salgueiro Pedro Antonio Amado Assunção Rui Manuel Fonseca Pinto Sistema de Aquisição de Imagens Stereo para Laser Speckle 7 / 2022
Diana Gomes Fernandes Rodrigues Paulo Luis Serras Lobato Correia Ana Luisa Nobre Fred Touchless control of Augmented Reality Device 6 / 2022
Gonçalo Rui Alves Faria Mario Alexandre Teles de Figueiredo André Filipe Torres Martins Differential Causal Discovery 5 / 2022
Sara Viveiros Ponte Luís Eduardo de Pinho Ducla Soares Nuno Miguel de Pinto Lobo e Matela Increased Fall Risk Evaluation in the Elderly: A Video-based Approach for Gait Analysis 3 / 2022
Adara Stefanny Rodrigues Nogueira Artur Jorge Ferreira Clinical Data Mining and Classification 3 / 2022
Francisco Diogo Rodrigues Venâncio Rui Fuentecilla Maia Ferreira Neves Applying Sound Financial Data Processing Techniques to a LightGBM Model for Use in Cryptocurrency Trading 1 / 2022
Marcos Miguel Teixeira Pereira Mateus Luís Filipe Lourenço Bernardo Daniela Vanessa Joaquim Oliveira End-to-end Performance Analysis of a Resource Allocation Service 1 / 2022
Rita Correia Bruno Miguel Correia da Silva Platform for Micro-interaction for Online Text 12 / 2021
Pedro Guedes de Campos Martin Maria Paula dos Santos Queluz Rodrigues Ivo Luís de la Cerda Garcia e Sousa Scheduling Algorithms for 360º Video Streaming over Wireless Networks 12 / 2021
Laura Luísa Silva de Sousa Hugo Humberto Plácido da Silva Joana Mendonça Beyond the prototype: Exploitation strategies for proof of concept biomedical devices 12 / 2021
Vicente Mayer Mendonça de Lima Garção Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred LAMPSY - A Novel Epilepsy Video Monitoring and Seizure Detection Device 12 / 2021
Leonor Ribeiro Godinho Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred A Neuroorganoleptics Approach to Consumer Acceptance Analysis of Food Products Based on Peripheral Psychophysiological Signals 12 / 2021
Paulo Jorge Laranjeira Bernardo Rui Fuentecilla Maia Ferreira Neves Analysis of the viability of a Dynamic GA coupled with Fuzzy Membership functions in the Forex Market 12 / 2021
Francisco Marques Cruz Rodrigues Rui Fuentecilla Maia Ferreira Neves Portfolio Optimization using Fundamental Analysis with a Logistic Regression Approach 12 / 2021
Jorge Miguel Gonçalves Simões Sérgio Armindo Lopes Crisóstomo FlexOmics: Flexible Toolkit for Genomic Statistical Analysis 12 / 2021
Ana Catarina Pinheiro Monteiro Sérgio Armindo Lopes Crisóstomo Rita Paula Almeida Ribeiro Análise de Séries Temporais de Dados Meteorológicos da Cidade do Porto 12 / 2021
Diogo Bárbara da Palma Inácio Paulo Luis Serras Lobato Correia Pedro Oliveira Técnicas de aprendizagem aplicadas à deteção de defeitos em pavimentos rodoviários 11 / 2021
João Barbosa Tareco Paulo Luis Serras Lobato Correia Paulo Sergio de Brito Andre Perceptual Hashing for Authentication using Physically Unclonable Functions 11 / 2021
Daniel Prazeres Baptista Paulo Luis Serras Lobato Correia Multi-adversarial Domain Generalization to Improve Face Recognition Reliability 11 / 2021
Helena Cristina Frutuoso Oliveira Fernando Manuel Bernardo Pereira João Miguel Duarte Ascenso Deep Learning-based Video Coding 11 / 2021
Guilherme Oliveira Costa Almeida Atanásio Paulo Luis Serras Lobato Correia Fernando Manuel Bernardo Pereira DeepFakes: Boosting Privacy and Aesthetics through Face Obfuscation 11 / 2021
João Oliveira Parracho Pedro Antonio Amado Assunção Lucas Arrabal Thomaz Joint Coding of Multimodal Biomedical Images using convolutional Neural Networks 11 / 2021
Gonçalo Filipe Duarte Salvador Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred Real World Group Emotional Analytics Using Electrodermal Activity Signals 11 / 2021
Rafael Luís Soares da Costa e Silva Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred An Artificial Intelligence Approach for Atrial Fibrillation Detection in Single-lead Invisible ECG 11 / 2021
Gustavo Marques Nunes Portugal Rui Fuentecilla Maia Ferreira Neves Combining Channel Trading with Genetic Algorithms to Optimize Investments in Trending Forex Markets 11 / 2021
Francisco Sá Reis Machado e Costa Rui Fuentecilla Maia Ferreira Neves Option Trading Based on Implied Volatility Forecasts using Genetic Algorithm 11 / 2021
Catarina Domingues Cardoso Costa Rui Fuentecilla Maia Ferreira Neves Ranking system based on technical analysis allied with a fundamental data XGBoost classifier in Financial Markets 11 / 2021
Gustavo Henrique de Sousa Silva Rui Jorge Henriques Calado Lopes Ricardo Daniel Santos Faro Marques Ribeiro Football players performance analysis and formal/informal media: Sentiment analysis and semantic similarity 10 / 2021
Sandrina Vieira Isabel da Piedade Xavier Machado Alexandre Elsa Cardoso Research on User Experience for Children 10 / 2021
António Maria Picão de Abreu Ramos de Carvalho Paulo Luis Serras Lobato Correia Ana Luisa Nobre Fred How Augmented Reality will Help Surgeons and Patients 9 / 2021
João Carlos Marques Alves Ana Gualdina Almeida Matos Ana Patrícia Subtil da Graça Freitas Garcia Bias in Citizen Science: an application to the BioDiversity4All project 9 / 2021
Guilherme Crespo Rodrigues Antunes Correia Ana Gualdina Almeida Matos The Shape of Collaboration Networks in Citizen Science Projects 9 / 2021
João Francisco Pronto Sebastião Maria Paula dos Santos Queluz Rodrigues João Miguel Duarte Ascenso Evaluation of Head Movement Prediction Methods for 360º Video Streaming 9 / 2021
Larissa Montenegro Ana Luisa Nobre Fred Petra Margaritoff Human-Assisted vs Deep learning Feature Extraction: an evaluation of ECG feature extraction methods for arrhythmia classification using machine learning 4 / 2021
Vasco Amorim do Amaral Rui Fuentecilla Maia Ferreira Neves Hybrid System Combining Artificial Neural Networks and Support Vector Machines for Trading the Forex Market Intraday 3 / 2021
Wilson Gama dos Santos Maria Paula Prata de Sousa Maria Eugénia Ferrão Anonimização de Dados em Educação 2 / 2021
Miguel Ângelo Rocha Magalhães Rui Fuentecilla Maia Ferreira Neves Comparative Study of four Optimization Algorithms Applied to Stock Price Forecasting 2 / 2021
Francisco José Couto da Silva Rui Fuentecilla Maia Ferreira Neves Selection of Sustainable Dividend Stocks Combining XGBoost with Genetic Algorithm 2 / 2021
Pedro Flores de Albuquerque Paulo Luis Serras Lobato Correia "Can the way you walk reflect your health?" 1 / 2021
Francisco António Agostinho Henriques Pedro Antonio Amado Assunção Joana Madeira Martins Costa Object Detection in Omnidirectional Images 1 / 2021
Ana Sofia Cacais do Carmo Ana Luisa Nobre Fred Hugo Humberto Plácido da Silva EpiBOX: A Novel Approach to Long-Term Data Acquisition with Automatic Seizure Detection in Epilepsy 12 / 2020
Tiago Miguel da Silva Leão Alexandra Sofia Martins de Carvalho Sara Alexandra Cordeiro Madeira Profiling ALS disease progression through data mining techniques 12 / 2020
André Cristóvão Neves Ferreira Alexandra Sofia Martins de Carvalho Susana Vinga Predictive Medicine using Interpretable Recurrent Neural Networks 11 / 2020
Carolina de Seixas Serra Domingos Barata Alexandra Sofia Martins de Carvalho Susana Vinga Longitudinal and survival analysis for rheumatic diseases’ prognosis 11 / 2020
António Fernando Crisóstomo Fraga Gabriel Falcao Paiva Fernandes Luís Filipe Barbosa de Almeida Alexandre Filipe António Emílio Cabeleira 11 / 2020
Filipe Cabeleira Gabriel Falcao Paiva Fernandes ON THE ACCELERATION OF LATTICE BASED ALGORITHMS FOR POST-QUANTUM CRYPTOSYSTEMS 9 / 2019
António Cerca Artur Jorge Ferreira Andre Ribeiro Lourenco Fatigue and drowsiness detection using inertial sensors and electrocardiogram 2 / 2019
Rui Santos Costa Carlos Manuel Gutierrez Sá da Costa Elsa Cardoso Learning analytics: predicting student dropout using models. 12 / 2015
Ana Luísa Raimundo Rainha Carlos Manuel Gutierrez Sá da Costa Balanced scorecard na Administração Pública 12 / 2014
Nuno João Neves Mamede Carlos Eduardo do Rego da Costa Salema Simulação digital de processos 12 / 1984