Creating and sharing knowledge for telecommunications

Pattern and Image Analysis – Lx

Parent Research Cluster
Pattern Recognition and Automatic Learning
Pattern and Image Analysis – Lx

Theses

Running PhD Theses: 21

Student Supervisor Co-Supervisor Title End date
Daniel Chechelnitsky Chrysoula Zerva Maarten Sap Bias and uncertainty in multilingual language generation 9 / 2029
Dauto Ussene Jeichande João Pedro Afonso Oliveira da Silva Dissertation 12 / 2028
Sonal Sannigrahi André Filipe Torres Martins Multimodal NLP 10 / 2028
Sophia Sklaviadis André Filipe Torres Martins Sparse Communication 9 / 2028
Pavlo Vasylenko André Filipe Torres Martins Efficient Large Language Models 9 / 2028
Emmanouil Zaranis André Filipe Torres Martins Interpretability for Large Language Models 9 / 2028
Miguel Moura Ramos André Filipe Torres Martins Quality-Aware Generation for NLP 1 / 2028
Gonçalo Emanuel Cavaco Gomes Chrysoula Zerva Bruno Emanuel Da Graça Martins Evaluation Metrics for Vision-Language Models 12 / 2027
Diogo Miguel Dos Santos Mendes Mario Alexandre Teles de Figueiredo Physics-informed machine learning algorithms in optomics for minimally-invasive patient screening and health monitoring 9 / 2027
Saúl José Rodrigues dos Santos André Filipe Torres Martins Neural Models for Memories and Attention 9 / 2027
Raul Pombo Monteiro Mario Alexandre Teles de Figueiredo Gonçalo Migueis Matos Afonso Correia At the intersection of causal reasoning and large language models 7 / 2027
Duarte Miguel Rodrigues dos Santos Marques Alves André Filipe Torres Martins Efficient Adaptation of Large Language Models 2 / 2027
Margarida Gerald Oliveira Moreira de Campos Mario Alexandre Teles de Figueiredo André Filipe Torres Martins Uncertainty quantification for language models for medical applications 6 / 2026
Nuno Miguel Serrano Guerreiro André Filipe Torres Martins Latent Structure Models for Explainability 12 / 2025
Afonso Lobo Sénica Paulo Alexandre Carapinha Marques Mario Alexandre Teles de Figueiredo Target detection and recognition using Noise Radar 12 / 2025
António José Evaristo Farinhas André Filipe Torres Martins Quality-Aware Machine Translation 12 / 2025
Ana Sofia Cacais do Carmo Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred Non-Intrusive Fog-Cloud Computing for Epilepsy 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
Carlos Alberto Rebelo Couto Pedro José Gonçalves Ribeiro Mario Alexandre Teles de Figueiredo Towards a physical understanding of deep learning 12 / 2025
Patrick Santos Fernandes André Filipe Torres Martins Context Aware Machine Translation (MAIA project) 9 / 2025
João Pandeirada Paulo Alexandre Carapinha Marques Mario Alexandre Teles de Figueiredo Space Debris Radar Data Processing Techniques 9 / 2025

Running MSc Theses: 7

Student Supervisor Co-Supervisor Title End date
Davi Giordano Valerio Chrysoula Zerva Andre V. Carreiro CounterFORCE - CounterFactuals Optimization for Robustness and fairness through Consistency Evaluation 1 / 2026
Carlos Miguel Rodrigues Sequeira Chrysoula Zerva Rui Fuentecilla Maia Ferreira Neves Predicting prices in the MIBEL using Artificial Inteligence 1 / 2026
João Correia Nunes Vicente Dias Chrysoula Zerva Daniel McNamee Mechanistic interpretability of story generation in large language models 1 / 2026
Rodrigo Souza Lopes Chrysoula Zerva “What do you mean?” Teaching large language models to ask for clarifications 11 / 2025
Bruno Miguel Baptista Leitão Chrysoula Zerva Augmenting LLMs with formal languages to improve performance in downstream NLP tasks 11 / 2025
Lucas Fortunato Das Neves Chrysoula Zerva Alessandro Gianola Process-aware language models: learning to disambiguate queries with respect to business process knowledge 11 / 2025
Rodolfo Amorim Chrysoula Zerva Margarida Gerald Oliveira Moreira de Campos Non-exchangeable conformal prediction for hallucination mitigation 10 / 2025

Completed PhD Theses: 49

Student Supervisor Co-Supervisor Title End date
André Filipe Correia Gomes Mario Alexandre Teles de Figueiredo Sara Alexandra Cordeiro Madeira Advances in Partial Information Decomposition 1 / 2025
Mariana Lima Lourinho Teixeira de Abreu Ana Luisa Nobre Fred Hugo Humberto Plácido da Silva Predicting and Monitoring Epilepsy through Peripheral Physiological Data 11 / 2024
Patrícia Justo Bota Ana Luisa Nobre Fred Hugo Humberto Plácido da Silva Physiological-based Group Emotion Recognition: Novel Methods and Real-World Applications 9 / 2024
Taisiya Glushkova André Filipe Torres Martins Chrysoula Zerva Calibration and Confidence Estimation 6 / 2024
Marcos Vinicius Treviso André Filipe Torres Martins Mario Alexandre Teles de Figueiredo DeepSPIN 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
Catia Vanessa Rodrigues Tavares Paulo Fernando da Costa Antunes Hugo Humberto Plácido da Silva Fiber Optic Sensors for e-Health Architectures 11 / 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
Francisco Lima Andrade Mario Alexandre Teles de Figueiredo João Manuel de Freitas Xavier Distributed Banach-Picard Iteration with Applications to Inference Problems 7 / 2022
Gonçalo Migueis Matos Afonso Correia André Filipe Torres Martins Vlad Niculae DeepSPIN 6 / 2022
Afonso Morato Alface Martins Teodoro Mario Alexandre Teles de Figueiredo Patch-based Methods for Imaging Inverse Problems 9 / 2019
Milad Niknejad Mario Alexandre Teles de Figueiredo José Manuel Bioucas Dias Advances in patch-based image restoration 2 / 2019
Joshin P. Krishnan José Manuel Bioucas Dias Mario Alexandre Teles de Figueiredo Phase imaging via sparse coding in the complex domain 2 / 2019
Lina Zhuang José Manuel Bioucas Dias Mario Alexandre Teles de Figueiredo Inverse Problems in Hyperspectral Imaging: Denoising, Inpainting, Unmixing, and Compressive Sensing 12 / 2018
Marina Ljubenovic Mario Alexandre Teles de Figueiredo José Manuel Bioucas Dias Patch-Based Blind Image Deblurring: Handling Class-Specific Images and Strong Noise 12 / 2018
Zita Alexandra Magalhaes Marinho André Filipe Torres Martins Method of Moments for Natural Language Processing 2 / 2018
Miguel Antunes Dias Alfaiate Simões Luís Henrique Martins Borges de Almeida José Manuel Bioucas Dias On some aspects of inverse problems in image processing 10 / 2017
Miguel Sousa Borges de Almeida José Manuel Bioucas Dias Ricardo Nuno Vigário Source Separation of Phase-Locked Signals 6 / 2016
Filipe João Cabrita Condessa José Manuel Bioucas Dias Biomedical image classification/segmentation 4 / 2016
João Manuel Maia Duarte Ana Luisa Nobre Fred Data Clustering using Constraints 12 / 2015
Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred Physiological Computing: New Methods and Biometric Applications 9 / 2015
Xiangrong Zeng Mario Alexandre Teles de Figueiredo Optimization Methods for Group-Sparsity Regularization 5 / 2015
Cláudia Silvestre Mario Alexandre Teles de Figueiredo Margarida Cardoso Model and Feature Selection for Categorical Mixture Models 5 / 2015
Andre Ribeiro Lourenco Ana Luisa Nobre Fred Automatic Document Organization using Semi-Structured Information 11 / 2014
Helena Isabel Aidos Lopes Ana Luisa Nobre Fred Dissimilarity Increments Statistics and Dimensionality Reduction in Unsupervised Learning 11 / 2014
Hao Hongxing José Manuel Bioucas Dias Interferometric phase estimation via sparse coding in the complex domain 8 / 2014
José David Pereira Coutinho Gomes Antão Mario Alexandre Teles de Figueiredo Classification of Sequences using Compression-Based Distances 6 / 2014
Artur Jorge Ferreira Mario Alexandre Teles de Figueiredo Feature Selection and Discretization Techniques for High-Dimensional Data 2 / 2014
Gabriel Martin Hernandez José Manuel Bioucas Dias Antonio Plaza Design and implementation of new methods for spatial preprocessing prior to spectral unmixing of remotely sensed hyperspectral data 7 / 2013
Tayebeh Razmi Ana Luisa Nobre Fred ADIAR - Alzheimer's Disease: Image Analysis and Recognition 9 / 2012
André Filipe Torres Martins Mario Alexandre Teles de Figueiredo Pedro Aguiar The Geometry of Constrained Structured Prediction: Applications to Inference and Learning of Natural Language Syntax 5 / 2012
Gonçalo Valadão José Manuel Bioucas Dias Absolute Phase Estimation 6 / 2011
Jun Li José Manuel Bioucas Dias Discriminative Hyperspectral Image Segmentation 6 / 2011
Marian-Daniel Iordache José Manuel Bioucas Dias Antonio Plaza Sparse Unmixing Approach to Spectral Unmixing 6 / 2011
Marta Isabel Belchior Lopes Mario Alexandre Teles de Figueiredo José Manuel Bioucas Dias Advances in near-infrared hyperspectral image analysis for pharmaceutical anti-counterfeiting 2 / 2011
Sonia Pelizzari José Manuel Bioucas Dias Oil Slick Surveillance Using ASAR and MERIS Data 1 / 2011
Manya Vital Afonso Mario Alexandre Teles de Figueiredo Augmented Lagrangian Methods for Imaging Inverse Problems 12 / 2010
João Pedro Afonso Oliveira da Silva Mario Alexandre Teles de Figueiredo José Manuel Bioucas Dias Advances in Total Variation Image Restoration: Blur Estimation, Parameter Estimation, and Efficient Optimization 7 / 2010
Mariana S� Correia Leite de Almeida Luís Henrique Martins Borges de Almeida Separation of nonlinear mixtures of signals. Blind image deblurring 7 / 2010
Janete Borges José Manuel Bioucas Dias André Ribeiro Marçal Hyperspectral Image Classification 6 / 2009
Sandra V. B. Jardim Mario Alexandre Teles de Figueiredo Algorithms for sparse and robust signal representation 6 / 2008
Hugo Gamboa Ana Luisa Nobre Fred Multi-Modal Behavioral Biometrics based on HCI and Electrophysiology 9 / 2007
José Manuel Peixoto do Nascimento José Manuel Bioucas Dias Unsupervised Hyperspectral Unmixing 7 / 2007
Paulo Alexandre Carapinha Marques José Manuel Bioucas Dias Moving Target Detection and Estimation in Synthetic Apertura Radar 6 / 2004

Completed MSc Theses: 189

Student Supervisor Co-Supervisor Title End date
Frederico Maria de Almeida Santos Roque Hugo Humberto Plácido da Silva TBD 1 / 2025
Max Nobre Supelnic Hugo Humberto Plácido da Silva Carlo Menon Non-enzymatic Electrochemical Sensors for Bodily Fluid Biomarkers 12 / 2024
Leonardo Martinho Rosa Paulo Luis Serras Lobato Correia Hugo Humberto Plácido da Silva Surfboards as Smart Distributed Biomechanical and Environmental Sensors 11 / 2024
Afonso Maria Caracol Mascarenhas Hugo Humberto Plácido da Silva Elisabeth Flo-Groeneboom Boosting Circadian Measurements Research 11 / 2024
Alexandre Afonso Rodrigues João Pedro Afonso Oliveira da Silva Segmentação do Ventrículo Esquerdo em Short-axis e Long-axis 11 / 2024
Sumire Honda Chrysoula Zerva Exploring Context Representation for Machine Translation with Large Language Models 10 / 2024
Lídia Sofia Neves Faria Hugo Humberto Plácido da Silva João Manuel Rendeiro Cardoso Feasibility of Internal Temperature Estimating and Cardiorespiratory Monitoring Using Sensors Integrated in Firefighters’ Clothing 7 / 2024
Diogo Sousa Cruz Alexandra Sofia Martins de Carvalho Paulo Alexandre Carreira Mateus Causal Discovery on Categorical Data with Geometric Complexity 7 / 2024
Francisco Rodrigues Duarte Paulo Luis Serras Lobato Correia Hugo Humberto Plácido da Silva LIMPID - Compact Water Sensory System 7 / 2024
Pedro Alexandre da Silva Coelho Hugo Humberto Plácido da Silva Miguel Arede Antunes In Health and Sickness: Inner Ear Function and Human Behavior Using an Inertial Measurement Unit 7 / 2024
Mariana Ferreira Nunes Hugo Humberto Plácido da Silva Rudi Tielemans Frailty Prevention Through Pulmonary Function Assessment 12 / 2023
Carolina de Sequeira Couto e Vazão Clemente Hugo Humberto Plácido da Silva Gonçalo Reis Rodrigues Chambel Towards Musculoskeletal Rehabilitation Based on Body Tracking from 2D Video Feeds 12 / 2023
Maria Louro da Silva Hugo Humberto Plácido da Silva Carolina Teixeira de Sousa Gouveia Automatic Identity Recognition Based on "Invisible" Biomedical Devices 12 / 2023
Inês Maria Neves Carvalho Hugo Humberto Plácido da Silva Joana Rosa Figueiredo Pinto Enhancing Telerehabilitation in the Context of Chronic Obstructive Pulmonary Disease: A Cardiorespiratory Biofeedback Approach 12 / 2023
Diogo Rafael Esteves Ribeiro Alexandra Sofia Martins de Carvalho Susana Vinga Causal graph discovery for explainable insights on marine biotoxin shellfish contamination 12 / 2023
Filipe de Jesus Pereira Ferraz Alexandra Sofia Martins de Carvalho Susana Vinga Comparative analysis of machine learning models for time-series forecasting of Escherichia coli contamination in Portuguese shellfish production areas 12 / 2023
Matheus de Almeida Orsi e Silva Alexandra Sofia Martins de Carvalho Susana Vinga Clustering Symbolic Temporal Sequences Using Temporal Needleman-Wunsch Algorithm 12 / 2023
António Maria Sousa Gomes Neto João Pedro Afonso Oliveira da Silva Luís Afonso Brás Simões do Rosário Dissertation 12 / 2023
Daniel Proaño Guevara Hugo Humberto Plácido da Silva Marcelino Santos ExoSensing: Exoskeleton Comfort Evaluation Through Smart Sensing 11 / 2023
Irina Esteves Lopes Hugo Humberto Plácido da Silva Joana Rosa Figueiredo Pinto Certification of Physiotherapy Software as a Medical Device: A European Regulatory Analysis and Case Study on the Clynx Platform 11 / 2023
Rui Pedro Vilar Portela Seabra Augusto José Rabelo Almeida Santos Causal Inference of Networked Dynamical Systems under Partial Observability and Structured Noise: A Feature Based Approach 9 / 2023
Diogo Rente Augusto José Rabelo Almeida Santos Structure Identification of Networked Dynamical Systems under Partial Observability and Colored Noise via Machine Learning tools 9 / 2023
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
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
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
Afonso Fortes Raposo Ferreira Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred Novel Wearable Sock for Multimodal Peripheral Biosignal Acquisition: Towards Unobtrusive Seizure Monitoring in Epilepsy 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
Miguel Ramos Gonçalves Stattmiller Albuquerque João Manuel de Almeida Monteiro Felício Paulo Alexandre Carapinha Marques Desenvolvimento de rádio definido por software para sistema de radar passivo 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
Michael Sousa Madeira Alexandra Sofia Martins de Carvalho Susana Vinga Multivariate Time-Series Modeling of Shellfish Contamination with Dynamic Bayesian Networks 9 / 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
Adara Stefanny Rodrigues Nogueira Artur Jorge Ferreira Clinical Data Mining and Classification 3 / 2022
Aline dos Santos Silva Hugo Humberto Plácido da Silva Miguel Velhote Correia New Methods and Applications for Invisible Electrocardiography (ECG) 2 / 2022
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
Francisco Trindade de Melo Hugo Humberto Plácido da Silva Horácio Claúdio Campos Neto System on Chip (SoC) for Invisible Electrocardiography (ECG) Biometrics: A Binary Neural Network Approach 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
Catarina Oliveira Alexandra Sofia Martins de Carvalho Mario Alexandre Teles de Figueiredo Distinguishing Cause from Effect with Observational Categorical Data 12 / 2021
Jorge Rebelo Albergaria Pacheco Alexandra Sofia Martins de Carvalho Susana Vinga Temporal Models for the Prediction of Rheumatic Disease Prescription Outcomes 12 / 2021
Pedro Miguel Gonçalves Lopes Alexandra Sofia Martins de Carvalho Susana Vinga Sparse Medical Time Series Modeling with Neural Differential Equations 12 / 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
João Bernardo Almeida Santos Alexandra Sofia Martins de Carvalho Susana Vinga Sparse Dynamic Bayesian network estimation using generalized linear models 11 / 2021
Ana Beatriz Rodrigues Correia Alexandra Sofia Martins de Carvalho Susana Vinga Survival analysis of transcriptomic high-dimensional oncological data for the identification of cancer biomarkers 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
Alexandre Almeida Abreu Alexandra Sofia Martins de Carvalho Susana Vinga Predicting Ankylosing Spondylitis Treatment Outcome Using Model-based Methods 7 / 2021
Ana Rita Lopes Borges Martins Alexandra Sofia Martins de Carvalho Susana Vinga Dynamic Bayesian networks for clinical decision support on ankylosing spondylitis patients under biological therapies 7 / 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
Pedro Filipe Fernandes da Costa Hugo Humberto Plácido da Silva KBIT: mHealth Framework 2 / 2021
Afonso Raposo Hugo Humberto Plácido da Silva João Miguel Raposo Sanches Automatic Remote Surveillance System of Vital Symptoms for COVID-19 1 / 2021
Vasco de Campos Candeias Alexandra Sofia Martins de Carvalho Susana Vinga Cloud-based web application for multivariate time series analysis: A language-agnostic integrative architecture for short- and long-running machine learning algorithms 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
Ricardo Manuel Esperança de Brito Ana Luisa Nobre Fred Hugo A. Ferreira Development and applicability assessment of a rehabilitation plan for Hemispatial Neglect patients using Augmented Reality 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
José Pedro de Almeida Gabriel Vieira Borges Alexandra Sofia Martins de Carvalho Susana Vinga Clustering multivariate time series using dynamic Bayesian networks 11 / 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
David Pinho José Manuel Peixoto do Nascimento Andre Ribeiro Lourenco LIBRARY AND APPLICATIONS FOR DSP AND SDR RESEARCH 10 / 2020
Afonso Lobo Sénica Paulo Alexandre Carapinha Marques João Neves Deteção de Alvos em Sistemas de Radares Passivos 9 / 2020
Matilde Sequeira Guedes Tristany Farinha Mario Alexandre Teles de Figueiredo Pedro Alexandre Simões dos Santos Equilibrium Propagation for Complete Directed Neural Networks 6 / 2020
Xia Anbang Alexandra Sofia Martins de Carvalho Susana Vinga Latent factors of multi-omics data and clustering 12 / 2019
João Henrique Fialho Rodrigues Alexandra Sofia Martins de Carvalho Paulo Alexandre Carreira Mateus Time series analysis using restricted Boltzmann machines and dynamic Bayesian networks 12 / 2019
Joana de Oliveira Mira Godinho Alexandra Sofia Martins de Carvalho Susana Vinga Latent variable modelling and variational inference for single-cell RNA-seq differential expression analysis 12 / 2019
Sara Cristina Pontes Vieira Alexandra Sofia Martins de Carvalho Susana Vinga Analysis of heterogeneous and high-dimensional data of rheumatic diseases patients through clustering methods 12 / 2019
Manuel Pereira da Conceição Monteiro Anacleto Alexandra Sofia Martins de Carvalho Susana Vinga MSAX: Multivariate symbolic aggregate approximation for time series classification 11 / 2019
Guilherme Reis de Moura Alexandra Sofia Martins de Carvalho Susana Vinga Time series data imputation - Comparison of Dynamic Time Warping with Needleman-Wunsch algorithm 11 / 2019
Guilherme Grijó Pen Freitas Pires Mario Alexandre Teles de Figueiredo Variational Mixture of Normalizing Flows 11 / 2019
Miguel Alexandre Rodrigues Tomás dos Santos Joaquim Ana Luisa Nobre Fred Hugo A. Ferreira Learning Data Representation and Emotion Assessment from Physiological Data 11 / 2019
Filipe Lameira Quina Paulo Alexandre Carapinha Marques SAR image processing: Ship detection on sea and coast environment 9 / 2019
Joana Rosa Figueiredo Pinto Ana Luisa Nobre Fred Exploring Physiological Multimodality for Emotional Assessment 5 / 2019
António Cerca Artur Jorge Ferreira Andre Ribeiro Lourenco Fatigue and drowsiness detection using inertial sensors and electrocardiogram 2 / 2019
Hélio Bruno Marques Lourenço Hugo Humberto Plácido da Silva Aquisição e Validação de Sinais Biomédicos com Recurso a Equipamento de Baixo Custo 12 / 2018
Pedro Miguel Falé Ferreira Alexandra Sofia Martins de Carvalho Susana Vinga Probabilistic Modelling of Single-cell Transcriptomics 11 / 2018
Francisco Simão Fernandes Mendes Sargo Ana Luisa Nobre Fred EpiCrisis: Prediction of Epileptic Seizures based on Biosignals 11 / 2018
Samuel David Pelaio Arcadinho Alexandra Sofia Martins de Carvalho Helena Isabel Aidos Lopes Model-based Learning in Multivariate Time Series 11 / 2018
Luís Bernardo de Brito Mendes Rei Alexandra Sofia Martins de Carvalho Susana Vinga Unveiling Interpretable Behaviour in Two-Way High-Dimensional Clinical Data 11 / 2018
Eduardo Filipe Ramos Félix Paulo Luis Serras Lobato Correia Hugo Humberto Plácido da Silva Sistema para Monitorização de Atletas durante o Treino 11 / 2018
Jorge Luís Fuzeta Serras Alexandra Sofia Martins de Carvalho Susana Vinga Outlier detection for multivariate time series 11 / 2018
Pedro Jorge Estrela Martinho Alexandra Sofia Martins de Carvalho Susana Vinga Network-based Regularisation for Survival Analysis 11 / 2018
Daria Baikova João Pedro Afonso Oliveira da Silva Real-Time tracking in commercial area 10 / 2018
José Miguel Costa Ruivo João Pedro Afonso Oliveira da Silva Estudo de aplicação de DNNs para qualidade de imagem 10 / 2018
Gonçalo Laginha Serafim San-Payo João Pedro Afonso Oliveira da Silva Person categorization using Machine Learning 10 / 2018
Hugo Filipe Paulino dos Santos João Pedro Afonso Oliveira da Silva Team Performance Analysis 10 / 2018
Pedro Miguel da Luz Cabrita de Sousa Brosque João Pedro Afonso Oliveira da Silva Alexandre Manuel de Castro Passos de Almeida PROSHOT - assistente pessoal de fotografia 10 / 2018
Pedro Ferreira André Filipe Torres Martins Improving Adequacy in Neural Machine Translation 9 / 2018
Daniel Bicho Artur Jorge Ferreira Deteção de conteúdos Not Suitable for Work 9 / 2018
André Manso Ana Luisa Nobre Fred Monitoring and Prevention of Cardiac Heart Failure 7 / 2018
João Araújo Delgado Vila de Brito Alexandra Sofia Martins de Carvalho Susana Vinga Unravelling breast and prostate common gene signatures by Bayesian network learning 7 / 2018
Mónica Martins Hugo Humberto Plácido da Silva Paulo Alexandre Vieira Crespo Towards an Integrated Electrocardiography System for Digital Stethoscopes 7 / 2018
João Pedro Caetano Mario Alexandre Teles de Figueiredo Hybrid Discriminative-Generative Supervised and Semi-supervised Learning 7 / 2018
Kishan Rameshchandra Rama Alexandra Sofia Martins de Carvalho Susana Vinga Temporal sequence alignment and agglomerative clustering for the analysis of medical longitudinal data 6 / 2018
Orlando Bastos Vaz Alexandra Sofia Martins de Carvalho Helena Isabel Aidos Lopes Profiling the Amyotrophic Lateral Sclerosis disease progression through data mining techniques 6 / 2018
João Pedro Carriço Beirão Alexandra Sofia Martins de Carvalho Paulo Alexandre Carreira Mateus Multivariate Correlations for Early Classification 5 / 2018
Miguel Martinho Ana Luisa Nobre Fred Continuous User Authentication by exploring Physiological Multimodality 5 / 2018
Frederico Borges Costa Coelho Nunes Alexandra Sofia Martins de Carvalho Sara Silva Genetic programming for time series forecasting 4 / 2018
Frederico Infante Rodrigues Luís Henrique Martins Borges de Almeida Miguel Sousa Borges de Almeida Experimental study on reject inference 12 / 2017
Hugo Daniel Paes Loureiro Santos Ambrósio Alexandra Sofia Martins de Carvalho Susana Vinga Modelling cancer progression through joint models for longitudinal and time-to-event data 12 / 2017
Margarida Nunes de Almeida Rodrigues de Sousa Alexandra Sofia Martins de Carvalho Mario Alexandre Teles de Figueiredo Advances in Probabilistic Graphical Models 12 / 2017
Cátia Sofia Tadeu Botas Alexandra Sofia Martins de Carvalho Susana Vinga Feature analysis to predict treatment outcome in rheumatoid arthritis 11 / 2017
Rui Pedro Pimentel de Almeida Guerra Alexandra Sofia Martins de Carvalho Paulo Alexandre Carreira Mateus Model Selection for Clustering of Pharmacokinetic Responses with the Minimum Description Length 11 / 2017
João Filipe Pereira Domingues Alho Hugo Humberto Plácido da Silva Grégoire Bonfait Development of Didactic Physics Experiments using a Miniaturized Wireless Acquisition Board 11 / 2017
João Henriques Oliveira Gomes João Pedro Afonso Oliveira da Silva Pulmonary Nodule Segmentation in Computed Tomography with Deep Learning 10 / 2017
Gonçalo Manuel Trindade Ribeiro João Pedro Afonso Oliveira da Silva Fake News Detection 10 / 2017
Vitor Paulino Artur Jorge Ferreira Utilização de eventos aplicacionais para análise de negócio em tempo real 9 / 2017
Cláudia Sofia Alferes Ribeiro da Silva Silveira Andre Ribeiro Lourenco Jaime S. Cardoso Driver’s Fatigue State Monitoring using Physiological Signals 7 / 2017
João Ribeiro Pinto Andre Ribeiro Lourenco Jaime S. Cardoso Continuous Biometric: Identification on the Steering Wheel 7 / 2017
Maria Margarida Dias dos Reis Carlos Manuel Ribeiro Almeida Rui Manuel Rodrigues Rocha AidDis - Embedded Systems In The Aid of People with Motor Disabilities 5 / 2017
Telmo José Pessoa Pires Mario Alexandre Teles de Figueiredo Shape-based Trajectory Clustering 12 / 2016
Ana Sofia José Manuel Bioucas Dias Sail and rig shape and from single images 12 / 2015
Diogo Alexandre Oliveira Silva Ana Luisa Nobre Fred Helena Isabel Aidos Lopes Efficient Evidence Accumulation Clustering for large datasets/big data 11 / 2015
Afonso Alexandre Vicente Clara Ana Luisa Nobre Fred Cancelable Biometrics: A dissimilarity based approach using hermite polynomial approximations 11 / 2015
José Carlos Lima José Manuel Bioucas Dias Analysis and Classification of Microelectrode Recordings in Deep Brain Stimulation Surgery 10 / 2015
João Rita João Pedro Afonso Oliveira da Silva Sistema de recomendação para unidades curriculares 9 / 2015
Joel Augusto Joanes D'Assunção José Manuel Bioucas Dias Extração e classificação automática de zonas verdes para fins de cartografia militar 9 / 2015
Nádia Bento José Manuel Bioucas Dias Fusão de imagem para a detecção de pessoas camufladas 9 / 2015
Jorge Pimenta José Manuel Bioucas Dias Identificação de minas terrestres em imagens no infravermelho 9 / 2015
Miguel Brito Nunes Artur Jorge Ferreira Nuno Leite Geração Automática de Calendários de Exames 9 / 2015
Pedro Neves Luís Miguel Martins Nunes Andre Ribeiro Lourenco Multifactor Authentication Using Smartphone as Token 7 / 2015
Jorge Miguel Silverio do Carmo Paulo Luis Serras Lobato Correia Ana Luisa Nobre Fred Sistema de Aquisição e Análise de Sinais em Ambiente Desportivo 6 / 2015
João Pinto Alexandra Sofia Martins de Carvalho Susana Vinga Outlier Detection in Survival Analysis 5 / 2015
Inês Nolasco Alexandra Sofia Martins de Carvalho Sara Alexandra Cordeiro Madeira Biclustering-based imputation in longitudinal data 5 / 2015
João Pedro Bento Machado Marques de Freitas Alexandra Sofia Martins de Carvalho Analysis of Electronic Medical Records of Rheumatoid Arthritis Patients on Biological Therapies 5 / 2015
João Pedro José do Rosário José Manuel Peixoto do Nascimento Mario Vestias Implementação em hardware reconfigurável de método de separação de dados hiperespetrais 12 / 2014
Diana Paiva Moreira Batista Ana Luisa Nobre Fred Automatic Arrythmia Classification: A Pattern Recognition Approach 12 / 2014
José Maria Líbano Monteiro Alexandra Sofia Martins de Carvalho Susana Vinga Learning from short multivariate time series 11 / 2014
José Jorge dos Reis Alexandra Sofia Martins de Carvalho Sara Alexandra Cordeiro Madeira Prognostic prediction in patients with Amyotrophic Lateral Sclerosis using graphical models 11 / 2014
Miguel Gonçalves José Manuel Bioucas Dias Classi cation of Vegetation Types in Military Region 11 / 2014
Jorge Leitão José Manuel Bioucas Dias Vehicles and Buildings Discrimination in Military Environment 11 / 2014
Ricardo Leitão Artur Jorge Ferreira Sistema de Reconhecimento de Impressões Digitais Baseado em FPGA 10 / 2014
Marco António Moura Rebelo Nuno Miguel de Figueiredo Garrido João Pedro Afonso Oliveira da Silva Sistema de monitorização de consumo de energia eléctrica 10 / 2013
Ivo Ribeiro José Manuel Bioucas Dias António Manuel Restani Graça Alves Moreira Pulse Compression in Radar 10 / 2013
Artem Umanets Artur Jorge Ferreira GuideMe - Service for Consulting, Publication and Recommendation of Touristic Locations 9 / 2013
André Cigarro Matos José Manuel Peixoto do Nascimento Andre Ribeiro Lourenco Embedded platform for ecg biometric recognition 7 / 2013
Ivo Alexandre de Oliveira Ribeiro António Manuel Restani Graça Alves Moreira José Manuel Bioucas Dias Pulse Compression in Radar Applications 5 / 2013
Pedro Manuel Figueiredo e Silva José Eduardo Charters Ribeiro da Cunha Sanguino António José Castelo Branco Rodrigues Cycle Slip Detection and Correction Using Low Cost IMU Measurements 12 / 2012
Cecília Nunes Alexandra Sofia Martins de Carvalho Sara Alexandra Cordeiro Madeira Learning from imbalanced data 12 / 2012
Miguel Verdasca Paulo Alexandre Carapinha Marques Human motion analysis using ultrasounds 12 / 2012
Mário Lopes Paulo Alexandre Carapinha Marques Underwater communications using ultrasound signals 12 / 2012
Marta Susana Santos Ana Luisa Nobre Fred Biometrical and Psychophysiological Assessment through Biosensors 12 / 2012
Marta Susana Nunes Martins dos Santos Ana Luisa Nobre Fred Biometrical and Psychophysiological assessment through biosensors 11 / 2012
Tony Tam Artur Jorge Ferreira Andre Ribeiro Lourenco Etiquetagem Automática de Mensagens de Correio Electrónico 10 / 2011
Filipe André Lourenço Canento Ana Luisa Nobre Fred Affective Mouse - Electrophysiological Signal Processing for Affective Computing 7 / 2011
Ricardo Cotilho José Manuel Bioucas Dias Mario Alexandre Teles de Figueiredo Colonic polyp detection from capsule endoscopy data 6 / 2011
André Gonçalo Machado Abelha Luís Henrique Martins Borges de Almeida Mariana Sá Correia Leite de Almeida Focagem Cega de Imagens usando técnicas de Multi-Resolução 6 / 2011
Filipe João Cabrita Condessa José Manuel Bioucas Dias Mario Alexandre Teles de Figueiredo Colonic polyp detection in wireless capsule endoscopy images using a local approximation techniques 3 / 2011
Renato Costa Paulo Alexandre Carapinha Marques Traffic monitoring in free-flow environments 12 / 2010
Hugo Rebelo Paulo Alexandre Carapinha Marques Passive radar using DVB-S signals 12 / 2010
Luis Reis Paulo Alexandre Carapinha Marques Real aperture radar using spaceborne transmitters of opportunity 11 / 2010
Andre Brilhante Artur Jorge Ferreira Codificador JPEG baseado em FPGA 10 / 2010
Hugo Rebelo Artur Jorge Ferreira Paulo Alexandre Carapinha Marques Radar Passivo CW utilizando Iluminadores Geoestacion 10 / 2010
João Antunes Artur Jorge Ferreira Aplicação de gravação e edição de áudio multi-faixa colaborativa 10 / 2010
Alaney Kilson Dória Artur Jorge Ferreira GST - Guitar Solo Tracker 9 / 2010
João Luís Dias Cardoso Ana Luisa Nobre Fred Identification of Stress levels using Electrophysiological Signals 8 / 2010
João Ramalho Paulo Alexandre Carapinha Marques Traffic Monitoring with Synthetic Aperture Sonar 3 / 2010
Pedro Silva Paulo Alexandre Carapinha Marques Software Defined Radio Implementation using a PC 12 / 2009
João Paulo Gonçalves Ferreira José Manuel Bioucas Dias Bayesian Land and Sea Segmentation of SAR images 10 / 2009
Liliana Medina Ana Luisa Nobre Fred Identification of Stress States from ECG Signals using Unsupervised Learning Methods 5 / 2009
Rui Leitão Paulo Alexandre Carapinha Marques Synchronism Strategies for OFDM receivers 3 / 2009
Adérito Cardoso Paulo Alexandre Carapinha Marques Ship Traffic Monitoring using SAR 3 / 2009
Duarte Carona Paulo Alexandre Carapinha Marques Terrestrial Traffic Monitoring using SAR 3 / 2009
Inês Flores Mendes de Freitas Ana Luisa Nobre Fred Fatigue Detection in Electromyography Signals 12 / 2008
João Duarte Ana Luisa Nobre Fred Constrained Clustering 12 / 2008
Miguel Sérgio Buchinho Pontes Mario Alexandre Teles de Figueiredo Alinhamento Deformável de Imagens com Alplicação a Mapas de Dose em Radioterapia 10 / 2008
João Lobato Artur Jorge Ferreira Fernando de Sousa Compressão de Imagens em Sistemas de Videovigilância 10 / 2008
Ana Filipa Gonçalves Artur Jorge Ferreira Fernando de Sousa Detecção Automática de Bagagem Abandonada 10 / 2008
ANTÓNIO MANUEL MENDES RODRIGUES Ana Luisa Nobre Fred AGENT-BASED MODEL FOR A FISSION-FUSION BAT SOCIETY: INFORMATION BUILDING AND COLLECTIVE DECISION-MAKING 9 / 2008
Hugo Silva Ana Luisa Nobre Fred Feature Selection in Pattern Recognition Systems 7 / 2007
Sandra Coelho José Manuel Bioucas Dias Determinação da Temperatura de Superfície com Imagens Sintéticas do Sensor SEVIRI-MSG 11 / 2006
Gonçalo Matias José Manuel Bioucas Dias Radar Interferometry: 2D Phase Unwrapping Via Graph Cuts 9 / 2006
Carlos Sousa José Manuel Bioucas Dias Simulação Computacional de Sonar Ultrasónico de Abertura Sintética 5 / 2006
André Lourenço Ana Luisa Nobre Fred Unsupervised Learning Methods and Combination Strategies 7 / 2005
Maria do Céu Beirão Mario Alexandre Teles de Figueiredo Detecção Automática de Defeitos em Imagens de Têxteis 9 / 2003
Tiago Silva José Manuel Bioucas Dias Estimação de Fase Absoluta em Interferometria SAR 6 / 2003
Artur Jorge Ferreira Mario Alexandre Teles de Figueiredo Independent Component Analysis in Lossy Image Compression 2 / 2003
Sandra Jardim Mario Alexandre Teles de Figueiredo Automatic Analysis of Fetal Echographic Images 5 / 2002
Ana Falcão José Manuel Bioucas Dias Estimação Absoluta de Fase em Interferometria 12 / 2001
Elsa Fonseca José Manuel Bioucas Dias Monitorização de Aerossóis por um Sistema de Lidar 12 / 1998
José Cordeiro José Manuel Bioucas Dias Estimação de Contornos em Imagens Intravasculares de Ultrasons 12 / 1996
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