Creating and sharing knowledge for telecommunications

Theses

Running PhD Theses: 31

Student Supervisor Co-Supervisor Title End date
Daniel Filipe da Silva Nicolau Sérgio Manuel Maciel de Faria Rui Manuel Fonseca Pinto Skin Lesion classification using hyperspectral imaging 3 / 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
Ahmadreza Sezavar João Miguel Duarte Ascenso Catarina Isabel Carvalheiro Brites Ascenso Efficient Compression and Analysis Techniques for Event-Based Streams 2 / 2028
Manuel de Jesus Andrade Pinheiro Paulo André Pais Fazendeiro Deteção e quantificação de perdas comerciais em redes de distribuição de energia elétrica 1 / 2028
Miguel Moura Ramos André Filipe Torres Martins Quality-Aware Generation for NLP 1 / 2028
Ammad Aslam Octavian Postolache Sancho Moura Oliveira Securing the Internet of Things through Blockchain Technology Integration 12 / 2027
Luis Miguel Bento Octavian Postolache Health data:​ quality, interoperability, security 12 / 2027
Elijah Malcolm Graça do Nascimento Vera Cruz Sancho Moura Oliveira Americo Manuel Carapeto Correia Inteligência Artificial e a Robótica na Indústria de Saúde 9 / 2027
Muhammad Hashim Hameed Sancho Moura Oliveira Isabel da Piedade Xavier Machado Alexandre Facebook Spam Profile Detection And Performance Assessment Of Machine Learning Algorithms 9 / 2027
Saúl José Rodrigues dos Santos André Filipe Torres Martins Neural Models for Memories and Attention 9 / 2027
Nuno Alexandre Bettencourt Martins Luis Alberto da Silva Cruz Fernando Jose Pimentel Lopes LiDAR Point Cloud Compression for Resource Constrained Applications 7 / 2027
Sofia Lopes Monteiro Gabriel Falcao Paiva Fernandes Joel Arrais Classifying Functional Impairments in Foot Clinic Patients using Plantar Pressure Distributions 7 / 2027
Hamid Moghadaspour Gabriel Falcao Paiva Fernandes Nuno Filipe Simões Santos Moraes Neves Highly-Performant Underwater SLAM-Based 3D Reconstruction Architectures 7 / 2027
Duarte Miguel Rodrigues dos Santos Marques Alves André Filipe Torres Martins Efficient Adaptation of Large Language Models 2 / 2027
Ramna Maqsood Caroline Conti Luís Eduardo de Pinho Ducla Soares Multi-modal detection using deep learning 1 / 2027
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 / 2026
Nasrin Tavakolizadeh Nuno Gonçalo Coelho Costa Pombo Advanced Algorithms and Software Development for Crustal Deformation Monitoring 7 / 2026
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
António José Evaristo Farinhas André Filipe Torres Martins Quality-Aware Machine Translation 12 / 2025
Shima Mohammadi João Miguel Duarte Ascenso Deep Learning based Image Coding: Quality Assessment and Perceptual Optimization 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
Abdelrahman Seleem Mohamed Seleem Fernando Manuel Bernardo Pereira Nuno Miguel Morais Rodrigues Learning-based point cloud coding and compressed domain processing 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
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 Mechanism for Adversarial Attacks in Computer Vision 9 / 2025
Tiago Filipe Dias Santos Roxo Hugo Pedro Martins Carriço Proença Action Recognition and Behavior Understanding in Surveillance Environments 3 / 2025

Running MSc Theses: 13

Student Supervisor Co-Supervisor Title End date
António Oseas Pataca Ivan Miguel Serrano Pires Carlos Albuquerque Utilização de Machine Learning para Previsão de Episódios de Stress Baseado em Dados de Sensores Wearables 12 / 2025
Lina Marta Pinto de Jesus Maria Paula Prata de Sousa Gestão Automatizada de Infraestruturas 11 / 2025
Arthur Guilherme Esteves Martins João Manuel Leitão Pires Caldeira Aplicação de Algoritmos de Inteligência Artificial em Análise de Dados de Vibrações para Deteção de Anomalias no Contexto da Manutenção Preditiva 11 / 2025
Luis Pimenta Ivan Miguel Serrano Pires Frederico Branco Methods of Data Analysis for Y Balance Test Results 10 / 2025
Tiago Lages Pedro Ricardo Morais Inácio Definindo o Equilíbrio entre Usabilidade e Conformidade com Proteção de Dados em Ambientes Hospitalares 9 / 2025
Vasco Moreira Senra Paul Andrew Crocker Universidade da Beira Interior Departamento de Informática Evaluating the Performance of Java Application Caches in Web and Database-Driven Applications 9 / 2025
Rafael Filipe Pires Sancho Moura Oliveira Deep reinforcement learning based control for Autonomous Vehicles in CARLA 7 / 2025
Bernardo Ferreira Grilo Isabel da Piedade Xavier Machado Alexandre Pedro Faria Lopes Jogos digitais como ferramenta para desenvolvimento de tolerância ao stress 6 / 2025
Fernando de Jesus Santos Pereira Sérgio Manuel Maciel de Faria Telmo Rui Carvalhinho Cunha Fernandes Sistema de monitorização avançado para hidroponia 3 / 2025
Leonardo Rafael Amado Brito Paulo Luis Serras Lobato Correia Lia Morra Self-supervised learning for medical image representation learning 3 / 2025
Daniel Filipe da Silva Nicolau Lucas Arrabal Thomaz Sérgio Manuel Maciel de Faria Biomedical Image Coding and Analysis using Learning Based Approaches 3 / 2025
Nicolas David Freire Vasconcellos Lucas Arrabal Thomaz Luís Miguel de Oliveira Pegado de Noronha e Távora Processing of Microscopy Images in the Compressed Domain 3 / 2025
Rúben Rafael Pinto Susano Sérgio Manuel Maciel de Faria Telmo Rui Carvalhinho Cunha Fernandes Smart Packaging Tracking 2 / 2025

Completed PhD Theses: 18

Student Supervisor Co-Supervisor Title End date
Maryam Faleh Awad Hamad Luís Eduardo de Pinho Ducla Soares Paulo Jorge Lourenço Nunes Light Field Processing for Immersive Systems 2 / 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
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
Kleber de Aguiar Felipe Maia Galvão França CHARACTERIZATION OF ANTICIPATORY PERIODS OF EPILEPTIC SEIZURES 12 / 2022
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: 176

Student Supervisor Co-Supervisor Title End date
Frederico Maria de Almeida Santos Roque Hugo Humberto Plácido da Silva TBD 1 / 2025
Raquel Sofia Brás Guerra Maria Manuela Areias da Costa Pereira de Sousa Holography coding and quality assessment 12 / 2024
Maykol Stephano da Silva dos Santos Ivan Miguel Serrano Pires Paulo Coelho Análise de movimento de membros inferiores em Ten Meter Walk de pacientes em Fisioterapia 12 / 2024
Alexandre Santos Matos Paulo Luis Serras Lobato Correia Osvaldo Manuel da Rocha Pacheco iForal: Automated Text Recognition in Medieval Manuscripts 12 / 2024
Pedro Miguel Bastos de Almeida Paulo Luis Serras Lobato Correia Osvaldo Manuel da Rocha Pacheco iForal: Layout Recognition and Text Extraction in Historical Documents 12 / 2024
José Nascimento da Silva Sancho Moura Oliveira Machine Learning para previsão do Índice Mundial de Felicidade e Qualidade de Vida 12 / 2024
Lídia Mariana Lourenço Marques Octavian Postolache Remote Sensing for Catastrophic Scenarios 12 / 2024
Daniela Ferreira Saraiva António Manuel Gonçalves Pinheiro View generation using Coded Light Fields: A quality analysis. 12 / 2024
Marta Filipa Gomes Peraboa António Manuel Gonçalves Pinheiro Multi Focus Image Fusion using encoded images: A quality analysis. 12 / 2024
Max Nobre Supelnic Hugo Humberto Plácido da Silva Carlo Menon Non-enzymatic Electrochemical Sensors for Bodily Fluid Biomarkers 12 / 2024
Afonso Maria Pissarra Mendonça Centeno Neves Sancho Moura Oliveira An Educational Environment for Code Behaviour Inspection 12 / 2024
Afonso Pinheiro Sampaio Sancho Moura Oliveira André Leal Santos Collaborative Code Editing with Continuous Integration 12 / 2024
Nuno Miguel Pinhanços Cunha Pedro Renato Tavares Pinho Daniel Filipe Albuquerque Smart home automation: Simplifying multi-device integration and data management 12 / 2024
João Sérgio Vieira Zolá Ribeiro Sancho Moura Oliveira Luis Nunes Deteção de anomalias em dados de gestão de resíduos em Portugal 12 / 2024
Miguel Ferreira Isabel da Piedade Xavier Machado Alexandre Pedro Faria Lopes Serious game about sexual abuse in adolescence 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
Paulo Luís Santos Cruz Fernando Manuel Bernardo Pereira André Filipe Rodrigues Guarda Learning-based Static Point Cloud Coding 11 / 2024
Marco António dos Santos Lopes Paulo Luis Serras Lobato Correia Ricardo Miguel Nóbrega de Araújo Automated analysis of bird head motion from videos in unconstrained settings 11 / 2024
Beatriz Pêga Correia Paulo Luis Serras Lobato Correia Osvaldo Manuel da Rocha Pacheco Image-based Shrimp Monitoring System 11 / 2024
Vanessa Canada Rodrigues Frutuoso Gomes Mendes da Silva O impacto da IA nos diálogos de NPCs: Um estudo sobre Tristão Vaz Teixeira 11 / 2024
Virgilio Brum de Oliveira Frutuoso Gomes Mendes da Silva Trabalho e sua monetização - Videojogos Educacionais 11 / 2024
Gabriel Teixeira Galam Bruno Miguel Correia da Silva O Big Five como ferramenta de detecção de personalidade dos jogadores 11 / 2024
Alexandre Baía Janeiro Bruno Miguel Correia da Silva Eyescape: The Lazy Eye Odyssey Desenvolvimento e avaliação de um jogo para tratamento de Ambliopia em crianças na primeira infância 11 / 2024
Afonso Maria Caracol Mascarenhas Hugo Humberto Plácido da Silva Elisabeth Flo-Groeneboom Boosting Circadian Measurements Research 11 / 2024
Diogo Seabra Gouveia Gabriel Falcao Paiva Fernandes Carolina Raposo A Parallel Computing Platform for Arthroscopic Video Synchronization in Augmented Reality Surgery Applications 10 / 2024
Afonso Martingo Carvalho Gabriel Falcao Paiva Fernandes Michel Antunes Real-time AI Models Running on Low-power Embedded GPUs for Arthroscopic Surgery 10 / 2024
Sumire Honda Chrysoula Zerva Exploring Context Representation for Machine Translation with Large Language Models 10 / 2024
Marta Filipa Gomes Peraboa António Manuel Gonçalves Pinheiro Multiview image fusion: Effects of compression on the performance of fusion models. 10 / 2024
Gustavo Parreira Caria Paulo Luis Serras Lobato Correia Giovani Silva Monocular 3D Human Pose Estimation - Applications to Physiotherapy 9 / 2024
Maria Quaresma Gomes Costa Isabel da Piedade Xavier Machado Alexandre Pedro Figueiredo Santana A serious game to increase children’s knowledge about the vital role of sharks in marine ecosystems 9 / 2024
Pedro Silva Varela Costa João da Silva Pereira DEEP LEARNING PARA RECONHECIMENTO DE FONEMAS CONCATENADOS 9 / 2024
João Luís Gonçalves Grácio João da Silva Pereira Análise de comportamentos no contexto da Cibersegurança 9 / 2024
David Simões Batista João da Silva Pereira PLATAFORMA PARA TREINAR REDES NEURONAIS ARTIFICIAIS COM MÉTODOS MAIS EFICIENTES 9 / 2024
João Ricardo Lemos Fernando Jose Pimentel Lopes Luis Alberto da Silva Cruz Segmentation of FIB-SEM microscopy images 9 / 2024
Pedro Daniel Rocha Fernando Jose Pimentel Lopes Automated Visual Inspection of Electrical Grid Assets using Deep Learning 9 / 2024
Rodrigo dos Santos Gil Saraiva Hugo Pedro Martins Carriço Proença Alerta de Interações Medicamentosas 9 / 2024
Luisa Fanado Gonçalves Bruno Miguel Correia da Silva Estudo e aplicação de mecanismos de aprendizagem automática na analise e planeamento do treino desportivo 8 / 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
Nkanga Pedro Paulo André Pais Fazendeiro Utilização de técnicas de aprendizagem automática em contexto académico para tipificação do risco de abandono escolar 7 / 2024
Filipe Lourenço Catarino Paulo André Pais Fazendeiro Automated Career Stagnation Detection System 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
Manuel Magalhães Nuno Gonçalo Coelho Costa Pombo IA and Testing 6 / 2024
Edgar da Silva Paulo Sérgio Manuel Maciel de Faria Lucas Arrabal Thomaz LOSSY COMPRESSION OF BIOMEDICAL IMAGES FOR COMPUTER VISION ANALYSIS 6 / 2024
Ânglo Morgado Nuno Gonçalo Coelho Costa Pombo Reinforcement Learning in Autonomous Vehicles Simulation 6 / 2024
Paulo Roberto da Silva Oliveira Luís Miguel de Oliveira Pegado de Noronha e Távora Carlos Fernando Almeida Grilo Previsão de Curto Prazo para Consumo de Energia em Campi Universitários 5 / 2024
Ana Beatriz Simões Fernandes Gabriel Falcao Paiva Fernandes Nuno Filipe Simões Santos Moraes Neves Data Streaming supported by the Unlimited Vector Extension 2 / 2024
Pedro Henrique Proença Carreira João da Silva Pereira DEEP LEARNING PARA RECONHECIMENTO DE VOZ EM APLICAÇÕES MÉDICAS (DEEPVOICE) 1 / 2024
João Braga Santos Bruno Miguel Correia da Silva UBI Journey: Promovendo a Socialização Estudantil e a Exploração da Covilhã 1 / 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
Tomás Tárique Soares da Cunha Zaki Rui Fuentecilla Maia Ferreira Neves Optimizing Task Scheduling in Cloud: A Multi-Objective Approach using Hyper Heuristics and Genetic Programming 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
Guilherme Poeta Fernandes Bruno Miguel Correia da Silva Hugo Pedro Martins Carriço Proença Video Action Recognition for Indoor Sports 11 / 2023
Inês Raquel Lino Paulo André Pais Fazendeiro O que é um Order Manager e o seu papel num Ecossistema Telco 11 / 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
Diogo Mourato de Matos Rui Fuentecilla Maia Ferreira Neves Multi-Class Trading Strategies optimized through Multi-Objective Genetic Algorithms for the Forex Market 9 / 2023
Pedro Póvoa Gabriel Falcao Paiva Fernandes Combining HPC and low-power systems for data-intensive-acquisition sensors in space missions 9 / 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
João Pedro Pereira Patrício Pedro Antonio Amado Assunção Catarina Helena Branco Simões Silva Web-based Sports Scoring System for Trampoline Gymnastics Competitions 7 / 2023
Tiago Miguel Agostinho Barroso Rui Fuentecilla Maia Ferreira Neves Jose Rui Figueira Trading in the Stock Market with Dynamic Time Warping and SVM or KNN Classifiers 5 / 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
Rui Miguel Monteiro Raposo Pedro Ricardo Morais Inácio Streamlining the Usage of Authorization or Digital Signature in Digital Processes 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
Ricardo Bruno Faria Pedro Miguel Alves Brandão Vítor Santos Costa Finding patterns that predict hyper and hypoglycaemia 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
Pedro Carrinho Gabriel Falcao Paiva Fernandes Exploiting Quantization in Convolutional Neural Networks for Polyp Detection on GPUs 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
Leonardo Esteves Gabriel Falcao Paiva Fernandes David Portugal Federated Learning for IoT Edge Computing: An Experimental Study 9 / 2022
Diogo Correia Gabriel Falcao Paiva Fernandes GPU-Aided Optical Flow Tracking Application for Arthroscopy Surgery 9 / 2022
Bruno Simões Gabriel Falcao Paiva Fernandes Diabetic Retinopathy Diagnosis with Bag-of-Features and GPU-based Feature Extraction using SURF 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
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
Adriano Pinto Durao Gabriel Falcao Paiva Fernandes Recurrent Neural Networks for Smiles Generation: Quantization Study 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
Catarina Oliveira Alexandra Sofia Martins de Carvalho Mario Alexandre Teles de Figueiredo Distinguishing Cause from Effect with Observational Categorical Data 12 / 2021
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