Running PhD Theses: 34

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
Ahmadreza Sezavar	João Miguel Duarte 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
Mohammadreza Ghafari	Fernando Manuel Bernardo Pereira	Nuno Miguel Morais Rodrigues	Deep Learning-based Scalable Point Cloud Coding	12 / 2027
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
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
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
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	Deep learning-based compressed domain point cloud and event data 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
Maryam Faleh Awad Hamad	Luís Eduardo de Pinho Ducla Soares	Paulo Jorge Lourenço Nunes	Light Field Processing for Immersive Systems	4 / 2025
Tiago Filipe Dias Santos Roxo	Hugo Pedro Martins Carriço Proença		Action Recognition and Behavior Understanding in Surveillance Environments	3 / 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
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 / 2024
Carolina Freire Rodrigues	Ana Luisa Nobre Fred	Paulo Luis Serras Lobato Correia	Multimodal approach of patients with repaired Tetralogy of Fallot	12 / 2024
Natalia Pasishnyk	Rui Jorge Henriques Calado Lopes		A multiplex network approach to analyze sustainable development goals (SDGs) intelinkages	12 / 2024
Nuno Alexandre Bettencourt Martins	Luis Alberto da Silva Cruz	Fernando Jose Pimentel Lopes	LiDAR Point Cloud Compression for Resource Constrained Applications	12 / 2024

Running MSc Theses: 23

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
Tiago Lages	Pedro Ricardo Morais Inácio		Definindo o Equilíbrio entre Usabilidade e Conformidade com Proteção de Dados em Ambientes Hospitalares	9 / 2025
Rúben Rafael Pinto Susano	Sérgio Manuel Maciel de Faria	Telmo Rui Carvalhinho Cunha Fernandes	Smart Packaging Tracking	1 / 2025
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
Igor Koval	Sérgio Manuel Maciel de Faria	Luis Conde Bento	Complexity analysis of embedded microprocessors in portable applications	12 / 2024
Rafael Filipe Pires	Sancho Moura Oliveira		Deep reinforcement learning based control for Autonomous Vehicles in CARLA	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
Leonardo Martinho Rosa	Paulo Luis Serras Lobato Correia	Hugo Humberto Plácido da Silva	Surfboards as Smart Distributed Biomechanical and Environmental Sensors	11 / 2024
Lina Marta Pinto de Jesus	Maria Paula Prata de Sousa		Gestão Automatizada de Infraestruturas	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	Analysis of bird head movements and it’s relation to the evolution from dinosaurs	11 / 2024
Beatriz Pêga Correia	Paulo Luis Serras Lobato Correia	Osvaldo Manuel da Rocha Pacheco	Fish freshness estimation application	11 / 2024
Alexandre Santos Matos	Paulo Luis Serras Lobato Correia	Osvaldo Manuel da Rocha Pacheco	iForal: Automated Text Recognition in Medieval Manuscripts	11 / 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	11 / 2024
Leonardo Rafael Amado Brito	Paulo Luis Serras Lobato Correia	Lia Morra	Self-supervised learning for medical image representation learning	11 / 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	10 / 2024
Sumire Honda	Chrysoula Zerva		Exploring Context Representation for Machine Translation with Large Language Models	10 / 2024
DANIELA FERREIRA SARAIVA	António Manuel Gonçalves Pinheiro		Light field quality evaluation: Effects of compression on the performance of common applications.	10 / 2024
MARTA FILIPA GOMES PERABOA	António Manuel Gonçalves Pinheiro		Multiview image fusion: Effects of compression on the performance of fusion models.	10 / 2024

Completed PhD Theses: 16

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
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: 141

Student	Supervisor	Co-Supervisor	Title	End date
Gustavo Parreira Caria	Paulo Luis Serras Lobato Correia	Giovani Silva	Monocular 3D Human Pose Estimation - Applications to Physiotherapy	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
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
Fernando de Jesus Santos Pereira	Sérgio Manuel Maciel de Faria	Telmo Rui Carvalhinho Cunha Fernandes	Sistema de monitorização avançado para hidroponia	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
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
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
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
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
Diogo Bárbara da Palma Inácio	Paulo Luis Serras Lobato Correia	Pedro Oliveira	Técnicas de aprendizagem aplicadas à deteção de defeitos em pavimentos rodoviários	11 / 2021
João Barbosa Tareco	Paulo Luis Serras Lobato Correia	Paulo Sergio de Brito Andre	Perceptual Hashing for Authentication using Physically Unclonable Functions	11 / 2021
Daniel Prazeres Baptista	Paulo Luis Serras Lobato Correia		Multi-adversarial Domain Generalization to Improve Face Recognition Reliability	11 / 2021
Helena Cristina Frutuoso Oliveira	Fernando Manuel Bernardo Pereira	João Miguel Duarte Ascenso	Deep Learning-based Video Coding	11 / 2021
Guilherme Oliveira Costa Almeida Atanásio	Paulo Luis Serras Lobato Correia	Fernando Manuel Bernardo Pereira	DeepFakes: Boosting Privacy and Aesthetics through Face Obfuscation	11 / 2021
João Oliveira Parracho	Pedro Antonio Amado Assunção	Lucas Arrabal Thomaz	Joint Coding of Multimodal Biomedical Images using convolutional Neural Networks	11 / 2021
Gonçalo Filipe Duarte Salvador	Hugo Humberto Plácido da Silva	Ana Luisa Nobre Fred	Real World Group Emotional Analytics Using Electrodermal Activity Signals	11 / 2021
Rafael Luís Soares da Costa e Silva	Hugo Humberto Plácido da Silva	Ana Luisa Nobre Fred	An Artificial Intelligence Approach for Atrial Fibrillation Detection in Single-lead Invisible ECG	11 / 2021
Gustavo Marques Nunes Portugal	Rui Fuentecilla Maia Ferreira Neves		Combining Channel Trading with Genetic Algorithms to Optimize Investments in Trending Forex Markets	11 / 2021
Francisco Sá Reis Machado e Costa	Rui Fuentecilla Maia Ferreira Neves		Option Trading Based on Implied Volatility Forecasts using Genetic Algorithm	11 / 2021
Catarina Domingues Cardoso Costa	Rui Fuentecilla Maia Ferreira Neves		Ranking system based on technical analysis allied with a fundamental data XGBoost classifier in Financial Markets	11 / 2021
João Pedro Afonso Branco	Paulo André Pais Fazendeiro		Sistema de visão computacional para ajudar pessoas com deficiência visual	11 / 2021
Manuel de Jesus Andrade Pinheiro	Paulo André Pais Fazendeiro		Desenvolvimento de um Drone dotado de Tecnologia 4G, destinado à Inspeção e Vigilância Aérea	11 / 2021
João Bernardo Almeida Santos	Alexandra Sofia Martins de Carvalho	Susana Vinga	Sparse Dynamic Bayesian network estimation using generalized linear models	11 / 2021
Gustavo Henrique de Sousa Silva	Rui Jorge Henriques Calado Lopes	Ricardo Daniel Santos Faro Marques Ribeiro	Football players performance analysis and formal/informal media: Sentiment analysis and semantic similarity	10 / 2021
Sandrina Vieira	Isabel da Piedade Xavier Machado Alexandre	Elsa Cardoso	Research on User Experience for Children	10 / 2021
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
João Carlos Marques Alves	Ana Gualdina Almeida Matos	Ana Patrícia Subtil da Graça Freitas Garcia	Bias in Citizen Science: an application to the BioDiversity4All project	9 / 2021
Guilherme Crespo Rodrigues Antunes Correia	Ana Gualdina Almeida Matos		The Shape of Collaboration Networks in Citizen Science Projects	9 / 2021
João Francisco Pronto Sebastião	Maria Paula dos Santos Queluz Rodrigues	João Miguel Duarte Ascenso	Evaluation of Head Movement Prediction Methods for 360º Video Streaming	9 / 2021
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
Vasco Amorim do Amaral	Rui Fuentecilla Maia Ferreira Neves		Hybrid System Combining Artificial Neural Networks and Support Vector Machines for Trading the Forex Market Intraday	3 / 2021
Wilson Gama dos Santos	Maria Paula Prata de Sousa	Maria Eugénia Ferrão	Anonimização de Dados em Educação	2 / 2021
Miguel Ângelo Rocha Magalhães	Rui Fuentecilla Maia Ferreira Neves		Comparative Study of four Optimization Algorithms Applied to Stock Price Forecasting	2 / 2021
Francisco José Couto da Silva	Rui Fuentecilla Maia Ferreira Neves		Selection of Sustainable Dividend Stocks Combining XGBoost with Genetic Algorithm	2 / 2021
Pedro Flores de Albuquerque	Paulo Luis Serras Lobato Correia		"Can the way you walk reflect your health?"	1 / 2021
Francisco António Agostinho Henriques	Pedro Antonio Amado Assunção	Joana Madeira Martins Costa	Object Detection in Omnidirectional Images	1 / 2021
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
Tiago Miguel da Silva Leão	Alexandra Sofia Martins de Carvalho	Sara Alexandra Cordeiro Madeira	Profiling ALS disease progression through data mining techniques	12 / 2020
André Cristóvão Neves Ferreira	Alexandra Sofia Martins de Carvalho	Susana Vinga	Predictive Medicine using Interpretable Recurrent Neural Networks	11 / 2020
Carolina de Seixas Serra Domingos Barata	Alexandra Sofia Martins de Carvalho	Susana Vinga	Longitudinal and survival analysis for rheumatic diseases’ prognosis	11 / 2020
António Fernando Crisóstomo Fraga	Gabriel Falcao Paiva Fernandes	Luís Filipe Barbosa de Almeida Alexandre	Parallel Face Detection	11 / 2020
João Carlos da Costa Barreiros	Gabriel Falcao Paiva Fernandes		Fast Scale-Invariant Feature Transform on GPU	2 / 2020
Filipe Cabeleira	Gabriel Falcao Paiva Fernandes		ON THE ACCELERATION OF LATTICE BASED ALGORITHMS FOR POST-QUANTUM CRYPTOSYSTEMS	9 / 2019
António Cerca	Artur Jorge Ferreira	Andre Ribeiro Lourenco	Fatigue and drowsiness detection using inertial sensors and electrocardiogram	2 / 2019
Alexandre Marcela Martins	Gabriel Falcao Paiva Fernandes	Vitor Manuel Mendes da Silva	A Low-power Parallel GPU Multispectral and Hyperspectral Lossless Compressor	9 / 2018
Eduardo Preto	Gabriel Falcao Paiva Fernandes	Paulo Peixoto	Framework para aquisição e processamento rápido de imagens médicas do trato gastrointestinal em tempo-real	9 / 2018
Pedro Barbosa	Gabriel Falcao Paiva Fernandes	Ricardo Gabriel da Silva Graça	CogniStim: Physical and cognitive real-time stimulator using inertial sensors in a virtual reality environment for elderly people	9 / 2018
Rui Santos Costa	Carlos Manuel Gutierrez Sá da Costa	Elsa Cardoso	Learning analytics: predicting student dropout using models.	12 / 2015
Ana Luísa Raimundo Rainha	Carlos Manuel Gutierrez Sá da Costa		Balanced scorecard na Administração Pública	12 / 2014
Nuno João Neves Mamede	Carlos Eduardo do Rego da Costa Salema		Simulação digital de processos	12 / 1984