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: 18

Student Supervisor Co-Supervisor Title End date
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
Saúl José Rodrigues dos Santos André Filipe Torres Martins Neural Models for Memories and Attention 9 / 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
Afonso Lobo Sénica Paulo Alexandre Carapinha Marques Mario Alexandre Teles de Figueiredo Target detection and recognition using Noise Radar 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
João Pandeirada Paulo Alexandre Carapinha Marques Mario Alexandre Teles de Figueiredo Space Debris Radar Data Processing Techniques 9 / 2025
António José Evaristo Farinhas André Filipe Torres Martins Quality-Aware Machine Translation 2 / 2025
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
André Filipe Correia Gomes Mario Alexandre Teles de Figueiredo Sara Alexandra Cordeiro Madeira Partial Information Decomposition 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

Running MSc Theses: 3

Student Supervisor Co-Supervisor Title End date
Frederico Maria de Almeida Santos Roque Hugo Humberto Plácido da Silva TBD 1 / 2025
Leonardo Martinho Rosa Paulo Luis Serras Lobato Correia Hugo Humberto Plácido da Silva Surfboards as Smart Distributed Biomechanical and Environmental Sensors 11 / 2024
Sumire Honda Chrysoula Zerva Exploring Context Representation for Machine Translation with Large Language Models 10 / 2024

Completed PhD Theses: 46

Student Supervisor Co-Supervisor Title End date
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
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
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
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
João Paulo Goulart Pedrosa Helena Isabel Aidos Lopes Pedro Tomás Time-dependent Prognostic models of Mild Cognitive Impairment to Alzheimer’s disease 12 / 2020
José Carlos André Nobre Helena Isabel Aidos Lopes Pedro Tomás Exploiting machine learning techniques to predict Alzheimer's Disease Progression 12 / 2020
Mafalda Cardoso de Lemos Gomes Beleza Helena Isabel Aidos Lopes Modeling and predicting Alzheimer’s disease progression using longitudinal data 12 / 2020
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
Pedro De Távora Barroco e Moreira dos Santos Helena Isabel Aidos Lopes Pedro Tomás Time Series Forecasting of Neurodegenerative Disease Progression 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
Miguel Vieira Helena Isabel Aidos Lopes Unveiling progression patterns of Alzheimer's disease from medical imaging 9 / 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
Jorge Guilherme Pessoa dos Santos Helena Isabel Aidos Lopes Pedro Tomás Video Compression Using (End-to-End) Deep Learning 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
João Pedro da Silva Rosa Nuno Calado Correia Lourenço Ricardo Miguel Ferreira Martins Deep learning in analog IC automatic sizing 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
Pedro Pontes Brito de Sá Helena Isabel Aidos Lopes Pedro Tomás Biochip Architecture for Cardiac Pathologies Detection 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
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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