Hugo Gamboa

According to our database, Hugo Gamboa authored at least 144 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Introducing Mplots: scaling time series recurrence plots to massive datasets.

Maryam Shahcheraghi, Ryan Mercer, João Manuel De Almeida Rodrigues, Audrey Der, Hugo Filipe Silveira Gamboa, Zachary Zimmerman, Kerry Mauck, Eamonn J. Keogh

J. Big Data, December, 2024

Ensemble Predictors: Possibilistic Combination of Conformal Predictors for Multivariate Time Series Classification.

Andrea Campagner, Marília Barandas, Duarte Folgado, Hugo Gamboa, Federico Cabitza

IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Cleaning ECG with Deep Learning: A Denoiser Tested in Industrial Settings.

Mariana Dias, Phillip Probst, Luís Silva, Hugo Gamboa

SN Comput. Sci., August, 2024

Human Activity Recognition, Monitoring, and Analysis Facilitated by Novel and Widespread Applications of Sensors.

Hui Liu, Hugo Gamboa, Tanja Schultz

Sensors, August, 2024

Exploring the Real-Time Variability and Complexity of Sitting Patterns in Office Workers with Non-Specific Chronic Spinal Pain and Pain-Free Individuals.

Eduarda Oliosi, Afonso Júlio, Phillip Probst, Luís Silva, João Paulo Vilas-Boas, Ana Rita Pinheiro, Hugo Gamboa

Sensors, July, 2024

Multimodal emotion classification using machine learning in immersive and non-immersive virtual reality.

Rodrigo Lima, Alice Chirico, Rui Varandas, Hugo Gamboa, Andrea Gaggioli, Sergi Bermúdez i Badia

Virtual Real., June, 2024

Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources.

Ricardo Santos, Bruno Ribeiro, Inês Sousa, Jorge Santos, Federico Guede-Fernández, Pedro Dias, André V. Carreiro, Hugo Gamboa, Pedro Coelho, José Fragata, Ana Londral

Int. J. Medical Informatics, February, 2024

Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram.

Marília Barandas, Lorenzo Famiglini, Andrea Campagner, Duarte Folgado, Raquel Simão, Federico Cabitza, Hugo Gamboa

Inf. Fusion, January, 2024

Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches.

Hemaxi Narotamo, Mariana Dias, Ricardo Santos, André V. Carreiro, Hugo Gamboa, Margarida Silveira

Biomed. Signal Process. Control., 2024

synple: A Platform for Privacy Preserving Synthetic Patient Data Generation.

Inês Silveira, Luís Silva, Francisco Veladas, Rodrigo Duarte Braga, Hugo Gamboa

Proceedings of the Technological Innovation for Human-Centric Systems, 2024

Development of an Affordable EMC Immunity Assessment Setup Using Direct Power Injection for Biosignals Instrumentation: Application to ECG Monitoring.

Tiago Nunes, Hugo Plácido da Silva, Hugo Gamboa

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Modelling Physiological Sensor Noise to Movement-Based Virtual Reality Activities.

Phil Lopes, Nuno Fachada, Micaela Fonseca, Hugo Gamboa, Cláudia Quaresma

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Cardiorespiratory Adaptations to Work Volume on an Automobile Assembly Line.

Dania Furk, Luís Silva, Mariana Dias, Phillip Probst, Hugo Gamboa

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Explainability meets uncertainty quantification: Insights from feature-based model fusion on multimodal time series.

Duarte Folgado, Marília Barandas, Lorenzo Famiglini, Ricardo Santos, Federico Cabitza, Hugo Gamboa

Inf. Fusion, December, 2023

Addressing the Curse of Missing Data in Clinical Contexts: A Novel Approach to Correlation-based Imputation.

Isabel Curioso, Ricardo Santos, Bruno Ribeiro, André V. Carreiro, Pedro Coelho, José Fragata, Hugo Gamboa

J. King Saud Univ. Comput. Inf. Sci., June, 2023

Sensor-Based Human Activity and Behavior Research: Where Advanced Sensing and Recognition Technologies Meet.

Hui Liu, Hugo Gamboa, Tanja Schultz

Sensors, 2023

A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diagnosis on surface electromyography.

Margarida Antunes, Duarte Folgado, Marília Barandas, André V. Carreiro, Carla Quintão, Mamede de Carvalho, Hugo Gamboa

Biomed. Signal Process. Control., 2023

Rams, hounds and white boxes: Investigating human-AI collaboration protocols in medical diagnosis.

Federico Cabitza, Andrea Campagner, Luca Ronzio, Matteo Cameli, Giulia Elena Mandoli, Maria Concetta Pastore, Luca Maria Sconfienza, Duarte Folgado, Marília Barandas, Hugo Gamboa

Artif. Intell. Medicine, 2023

Week-long Multimodal Data Acquisition of Occupational Risk Factors in Public Administration Workers.

Eduarda Oliosi, Phillip Probst, João Rodrigues, Luís Silva, Daniel Zagalo, Cátia Cepeda, Hugo Gamboa

Proceedings of the 19th International Conference on Intelligent Environments, 2023

Cleaning ECG with Deep Learning: A Denoiser Based on Gated Recurrent Units.

Mariana Dias, Phillip Probst, Luís Silva, Hugo Gamboa

Proceedings of the Technological Innovation for Connected Cyber Physical Spaces, 2023

Pattern Recognition and Classification of Low-Intensity Emotions from Physiological Data.

Isabel Curioso, Bruno Ribeiro, Pedro Matias, Ricardo Santos, Joana Sousa, João Ferreira, Hugo Gamboa, David Belo

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Machine Learning Algorithm Development and Metrics Extraction from PPG Signal for Improved Robustness in Wearables.

Pedro Veiga, Rui Varandas, Hugo Gamboa

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Study of Uncertainty Quantification Using Multi-Label ECG in Deep Learning Models.

Raquel Simão, Marília Barandas, David Belo, Hugo Gamboa

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Analysis of Postural Variability of Office Workers Using Inertial Sensors.

Fábio Mendes, Phillip Probst, Eduarda Oliosi, Luís Silva, Cátia Cepeda, Hugo Gamboa

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Multimodal Stress Classification Based on Biosignals Extracted from Smart Devices and Electromyography.

Maria Justino, Phillip Probst, Daniel Zagalo, Cátia Cepeda, Hugo Gamboa

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Automated Detection of Decision-Making Style, Based on Users' Online Mouse Pointer Activity.

Marcus Cheetham, Cátia Cepeda, Hugo Gamboa, Christoph Hoelscher, Seyed Abolfazl Valizadeh

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis.

Ricardo Cebola, Duarte Folgado, André V. Carreiro, Hugo Gamboa

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Prediction of Sleep Stages Based on Wearable Signals Using Machine Learning Techniques.

Rodrigo Duarte Braga, Daniel Osório, Hugo Gamboa

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

TSSEARCH: Time Series Subsequence Search Library.

Duarte Folgado, Marília Barandas, Margarida Antunes, Maria Lua Nunes, Hui Liu, Yale Hartmann, Tanja Schultz, Hugo Gamboa

SoftwareX, 2022

Acoustic Structural Integrity Assessment of Ceramics using Supervised Machine Learning and Uncertainty-Based Rejection.

Maria Lua Nunes, Marília Barandas, Hugo Gamboa, Filipe Soares

SIGKDD Explor., 2022

Automatic Cognitive Fatigue Detection Using Wearable fNIRS and Machine Learning.

Rui Varandas, Rodrigo Lima, Sergi Bermúdez i Badia, Hugo Silva, Hugo Gamboa

Sensors, 2022

Respiratory Inductance Plethysmography to Assess Fatigability during Repetitive Work.

Luís Silva, Mariana Dias, Duarte Folgado, Maria Nunes, Praneeth Namburi, Brian Anthony, Diogo Carvalho, Miguel A. F. Carvalho, Elazer Edelman, Hugo Gamboa

Sensors, 2022

Comparing Handcrafted Features and Deep Neural Representations for Domain Generalization in Human Activity Recognition.

Nuno Bento, Joana Rebelo, Marília Barandas, André V. Carreiro, Andrea Campagner, Federico Cabitza, Hugo Gamboa

Sensors, 2022

Real-Time Integration of Segmentation Techniques for Reduction of False Positive Rates in Fire Plume Detection Systems during Forest Fires.

Leonardo Martins, Federico Guede-Fernández, Rui Valente de Almeida, Hugo Gamboa, Pedro Vieira

Remote. Sens., 2022

Attention Classification Based on Biosignals during Standard Cognitive Tasks for Occupational Domains.

Patricia Gamboa, Rui Varandas, João Rodrigues, Cátia Cepeda, Cláudia Quaresma, Hugo Gamboa

Comput., 2022

Posture Risk Assessment in an Automotive Assembly Line Using Inertial Sensors.

Maria Lua Nunes, Duarte Folgado, Carlos Fujão, Luís Silva, João Rodrigues, Pedro Matias, Marília Barandas, André V. Carreiro, Sara C. Madeira, Hugo Gamboa

IEEE Access, 2022

Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline.

Pedro Matias, João Costa, André V. Carreiro, Hugo Gamboa, Inês Sousa, Pedro Gómez, Joana Sousa, Nuno Neuparth, Pedro Carreiro-Martins, Filipe Soares

IEEE Access, 2022

Learning to see VOCs with Liquid Crystal Droplets.

Susana I. C. J. Palma, José Frazão, Rita Alves, Henrique M. A. Costa, Cláudia Alves, Hugo Gamboa, Margarida Silveira, Ana C. A. Roque

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data.

Maryam Shahcheraghi, Ryan Mercer, João Manuel De Almeida Rodrigues, Audrey Der, Hugo Filipe Silveira Gamboa, Zachary Zimmerman, Eamonn J. Keogh

Proceedings of the IEEE International Conference on Data Mining, 2022

Assessing Occupational Health with a Cross-platform Application based on Self-reports and Biosignals.

Sara Silva, Cátia Cepeda, João Rodrigues, Phillip Probst, Hugo Gamboa

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Biomedical Text Mining: Applicability of Machine Learning-based Natural Language Processing in Medical Database.

Nafiseh Mollaei, Cátia Cepeda, João Rodrigues, Hugo Gamboa

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Prediction of Personal Characteristics and Emotional State based on Voice Signals using Machine Learning Techniques.

Marta Babel Guerreiro, Cátia Cepeda, Joana Sousa, Carolina Maio, João Ferreira, Hugo Gamboa

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Comparing Different Dictionary-Based Classifiers for the Classification of Volatile Compounds Measured with an E-nose.

Rita Alves, João Rodrigues, Efthymia Ramou, Susana I. C. J. Palma, Ana C. A. Roque, Hugo Gamboa

Proceedings of the Biomedical Engineering Systems and Technologies, 2022

Classification of Volatile Compounds with Morphological Analysis of e-nose Response.

Rita Alves, João Rodrigues, Efthymia Ramou, Susana I. C. J. Palma, Ana C. A. Roque, Hugo Gamboa

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Human Activity Recognition for Indoor Localization Using Smartphone Inertial Sensors.

Dinis Moreira, Marília Barandas, Tiago Rocha, Pedro Alves, Ricardo Santos, Ricardo Leonardo, Pedro Vieira, Hugo Gamboa

Sensors, 2021

Interpretable heartbeat classification using local model-agnostic explanations on ECGs.

Inês Neves, Duarte Folgado, Sara Santos, Marília Barandas, Andrea Campagner, Luca Ronzio, Federico Cabitza, Hugo Gamboa

Comput. Biol. Medicine, 2021

Crowdsourcing-Based Fingerprinting for Indoor Location in Multi-Storey Buildings.

Ricardo Santos, Ricardo Leonardo, Marília Barandas, Dinis Moreira, Tiago Rocha, Pedro Alves, João Pedro Oliveira, Hugo Gamboa

IEEE Access, 2021

A Novel Approach for User Equipment Indoor/Outdoor Classification in Mobile Networks.

Pedro Alves, Thaina Saraiva, Marília Barandas, David Duarte, Dinis Moreira, Ricardo Santos, Ricardo Leonardo, Hugo Gamboa, Pedro Vieira

IEEE Access, 2021

Automatic Cognitive Workload Classification Using Biosignals for Distance Learning Applications.

Rui Varandas, Hugo Gamboa, Inês Silveira, Patricia Gamboa, Cláudia Quaresma

Proceedings of the Technological Innovation for Applied AI Systems, 2021

Benefits, Implications and Ethical Concerns of Machine Learning Tools Serving Mental Health Purposes.

Patricia Gamboa, Cláudia Quaresma, Rui Varandas, Hugo Gamboa

Proceedings of the Technological Innovation for Applied AI Systems, 2021

Design of an Attention Tool Using HCI and Work-Related Variables.

Patricia Gamboa, Cláudia Quaresma, Rui Varandas, Helena Canhão, Rute Dinis de Sousa, Ana Maria Rodrigues, Sofia Jacinto, João Rodrigues, Cátia Cepeda, Hugo Gamboa

Proceedings of the Technological Innovation for Applied AI Systems, 2021

Inertial-based Gait Analysis Applied to Patients with Parkinson Disease.

Joana Sousa, Joana Silva, Ricardo Leonardo, Hugo Gamboa, Josefa Domingos

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Towards Segmentation and Labelling of Motion Data in Manufacturing Scenarios.

António Santos, João Rodrigues, Duarte Folgado, Sara Santos, Carlos Fujão, Hugo Gamboa

Proceedings of the Biomedical Engineering Systems and Technologies, 2021

Self-Similarity Matrix of Morphological Features for Motion Data Analysis in Manufacturing Scenarios.

António Santos, João Rodrigues, Duarte Folgado, Sara Santos, Carlos Fujão, Hugo Gamboa

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Robust Anomaly Detection in Time Series through Variational AutoEncoders and a Local Similarity Score.

Pedro Matias, Duarte Folgado, Hugo Gamboa, André V. Carreiro

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020

TSFEL: Time Series Feature Extraction Library.

Marília Barandas, Duarte Folgado, Letícia Fernandes, Sara Santos, Mariana Abreu, Patrícia J. Bota, Hui Liu, Tanja Schultz, Hugo Gamboa

SoftwareX, 2020

An Infrastructure-Free Magnetic-Based Indoor Positioning System with Deep Learning.

Letícia Fernandes, Sara Santos, Marília Barandas, Duarte Folgado, Ricardo Leonardo, Ricardo Santos, André V. Carreiro, Hugo Gamboa

Sensors, 2020

ECG Biometrics Using Deep Learning and Relative Score Threshold Classification.

David Belo, Nuno Bento, Hugo Silva, Ana Fred, Hugo Gamboa

Sensors, 2020

Biosensing and Actuation - Platforms Coupling Body Input-Output Modalities for Affective Technologies.

Miquel Alfaras, William Primett, Muhammad Umair, Charles Windlin, Pavel Karpashevich, Niaz Chalabianloo, Dionne Bowie, Corina Sas, Pedro Sanches, Kristina Höök, Cem Ersoy, Hugo Gamboa

Sensors, 2020

Towards Knowledge Uncertainty Estimation for Open Set Recognition.

Catarina Pires, Marília Barandas, Letícia Fernandes, Duarte Folgado, Hugo Gamboa

Mach. Learn. Knowl. Extr., 2020

A Genetic Algorithm to Design Job Rotation Schedules with Low Risk Exposure.

João Rodrigues, Hugo Gamboa, Nafiseh Mollaei, Daniel Osório, Ana Assunção, Carlos Fujão, Filomena Carnide

Proceedings of the Technological Innovation for Life Improvement, 2020

Development and Validation of an Experimental Protocol to Evaluate Posture Control.

Daniel Noronha Osório, Emanuela Teixeira, Fernando Pimentel-Santos, Hugo Silva, Hugo Gamboa, Cláudia Quaresma

Proceedings of the Technological Innovation for Life Improvement, 2020

Exploring Inertial Sensor Fusion Methods for Direct Ergonomic Assessments.

Sara Santos, Duarte Folgado, João Rodrigues, Nafiseh Mollaei, Carlos Fujão, Hugo Gamboa

Proceedings of the Biomedical Engineering Systems and Technologies, 2020

Explaining the Ergonomic Assessment of Human Movement in Industrial Contexts.

Sara Santos, Duarte Folgado, João Rodrigues, Nafiseh Mollaei, Carlos Fujão, Hugo Gamboa

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

Detection of Abnormalities in Electrocardiogram (ECG) using Deep Learning.

João Pestana, David Belo, Hugo Gamboa

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

Learning Human Behaviour Patterns by Trajectory and Activity Recognition.

Letícia Fernandes, Marília Barandas, Hugo Gamboa

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

Eye-pointer Coordination in a Decision-making Task Under Uncertainty.

Cátia Cepeda, Maria Camila Dias, Dina Rindlisbacher, Marcus Cheetham, Hugo Gamboa

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

Fingerprints and Floor Plans Construction for Indoor Localisation Based on Crowdsourcing.

Ricardo Santos, Marília Barandas, Ricardo Leonardo, Hugo Gamboa

Sensors, 2019

A Semi-Automatic Annotation Approach for Human Activity Recognition.

Patrícia J. Bota, Joana Silva, Duarte Folgado, Hugo Gamboa

Sensors, 2019

SSTS: A syntactic tool for pattern search on time series.

João Rodrigues, Duarte Folgado, David Belo, Hugo Gamboa

Inf. Process. Manag., 2019

Project INSIDE: towards autonomous semi-unstructured human-robot social interaction in autism therapy.

Francisco S. Melo, Alberto Sardinha, David Belo, Marta Couto, Miguel Faria, Anabela Farias, Hugo Gamboa, Cátia Jesus, Mithun Kinarullathil, Pedro U. Lima, Luís Luz, André Mateus, Isabel Melo, Plinio Moreno, Daniel Faustino de Noronha Osório, Ana Paiva, Jhielson M. Pimentel, João Rodrigues, Rodrigo Ventura

Artif. Intell. Medicine, 2019

Latent: A Flexible Data Collection Tool to Research Human Behavior in the Context of Web Navigation.

Cátia Cepeda, Ricardo Tonet, Daniel Faustino de Noronha Osório, Hugo Plácido da Silva, Edouard Battegay, Marcus Cheetham, Hugo Gamboa

IEEE Access, 2019

Enhanced gas sensing with soft functional materials.

Susana I. C. J. Palma, Carina Esteves, Ana Carolina Pádua, Cláudia Alves, Gonçalo M. C. Santos, Henrique M. A. Costa, Madalena Dionísio, Hugo Gamboa, Jonas Gruber, Ana C. A. Roque

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2019

Determination of the Walking Direction of a Pedestrian from Acceleration Data.

Ricardo Leonardo, Gonçalo Rodrigues, Marília Barandas, Pedro Alves, Ricardo Santos, Hugo Gamboa

Proceedings of the 2019 International Conference on Indoor Positioning and Indoor Navigation, 2019

Experiencing discomfort: designing for affect from first-person perspective.

Muhammad Umair, Miquel Alfaras, Hugo Gamboa, Corina Sas

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Ring-Topology Echo State Networks for ICU Sepsis Classification.

Miquel Alfaras, Rui Varandas, Hugo Gamboa

Proceedings of the 46th Computing in Cardiology, 2019

Evaluation of Spatial-Temporal Anomalies in the Analysis of Human Movement.

Rui Varandas, Duarte Folgado, Hugo Gamboa

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

An Optimized E-nose for Efficient Volatile Sensing and Discrimination.

Gonçalo Santos, Cláudia Alves, Ana Carolina Pádua, Susana I. C. J. Palma, Hugo Gamboa, Ana Cecília Roque

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

Impact of Sensing Film's Production Method on Classification Accuracy by Electronic Nose.

Ana Carolina Pádua, Jonas Gruber, Hugo Gamboa, Ana Cecília Roque

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

Heart Rate Variability and Electrodermal Activity Biosignal Processing: Predicting the Autonomous Nervous System Response in Mental Stress.

Rodrigo Lima, Daniel Osório, Hugo Gamboa

Proceedings of the Biomedical Engineering Systems and Technologies, 2019

Heart Rate Variability and Electrodermal Activity in Mental Stress Aloud: Predicting the Outcome.

Rodrigo Lima, Daniel Faustino de Noronha Osório, Hugo Gamboa

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

Predicting Response Uncertainty in Online Surveys: A Proof of Concept.

Maria Camila Dias, Cátia Cepeda, Dina Rindlisbacher, Edouard Battegay, Marcus Cheetham, Hugo Gamboa

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

Detailed Human Activity Recognition based on Multiple HMM.

Mariana Abreu, Marília Barandas, Ricardo Leonardo, Hugo Gamboa

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018

Time Alignment Measurement for Time Series.

Duarte Folgado, Marília Barandas, Ricardo Matias, Rodrigo Martins, Miguel A. F. Carvalho, Hugo Gamboa

Pattern Recognit., 2018

Screening diabetes mellitus 2 based on electronic health records using temporal features.

Angela Pimentel, André V. Carreiro, Rogério T. Ribeiro, Hugo Gamboa

Health Informatics J., 2018

Mouse Tracking Measures and Movement Patterns with Application for Online Surveys.

Cátia Cepeda, João Rodrigues, Maria Camila Dias, Diogo Oliveira, Dina Rindlisbacher, Marcus Cheetham, Hugo Gamboa

Proceedings of the Machine Learning and Knowledge Extraction, 2018

Real-Time Approach to HRV Analysis.

Guilherme Ramos, Miquel Alfaras, Hugo Gamboa

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Design and Evolution of an Opto-electronic Device for VOCs Detection.

Ana Carolina Pádua, Susana I. C. J. Palma, Jonas Gruber, Hugo Gamboa, Ana Cecília Roque

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Scalable and Easy-to-use System Architecture for Electronic Noses.

Ana Carolina Pádua, Daniel Faustino de Noronha Osório, João Rodrigues, Gonçalo Santos, Ana Porteira, Susana I. C. J. Palma, Ana Cecília Roque, Hugo Gamboa

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Development of the Decision Support System in Treatment of Arterial Hypertension - Application of Artificial Neural Networks for Evaluation of Heart Rate Variability Signals.

Anton Yu. Dolganov, Vladimir S. Kublanov, David Belo, Hugo Gamboa

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

Noise detection on ECG based on agglomerative clustering of morphological features.

João Rodrigues, David Belo, Hugo Gamboa

Comput. Biol. Medicine, 2017

2016

A dataset for the automatic assessment of functional senior fitness tests using kinect and physiological sensors.

Alexandre Bernardino, Christian Vismara, Sergi Bermúdez i Badia, Elvio Gouveia, Fátima Baptista, Filomena Carnide, Simao Oom, Hugo Gamboa

Proceedings of the 1st International Conference on Technology and Innovation in Sports, 2016

A motion tracking solution for indoor localization using smartphones.

Vânia Guimarães, Lourenco Castro, Susana Carneiro, Manuel Monteiro, Tiago Rocha, Marília Barandas, João Machado, Maria João M. Vasconcelos, Hugo Gamboa, Dirk Elias

Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2016

Mobile Health App for Biofeedback Response in Physiotherapy - Development and Validation.

Gonçalo Telo, Hugo Gamboa

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

Body Location Independent Activity Monitoring.

Carina Figueira, Ricardo Matias, Hugo Gamboa

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

Automated Detection of Mind Wandering: A Mobile Application.

Marcus Cheetham, Cátia Cepeda, Hugo Gamboa

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015

A New Tool for the Automatic Detection of Muscular Voluntary Contractions in the Analysis of Electromyographic Signals.

Angela Pimentel, Ricardo Gomes, Bjørn Harald Olstad, Hugo Gamboa

Interact. Comput., 2015

Applications and Issues for Physiological Computing Systems: An Introduction to the Special Issue.

Stephen H. Fairclough, Hugo Plácido da Silva, Hugo Gamboa, Kiel Mark Gilleade, Sergi Bermúdez i Badia

Interact. Comput., 2015

Human activity data discovery from triaxial accelerometer sensor: Non-supervised learning sensitivity to feature extraction parametrization.

Inês Machado, Ana Luísa Gomes, Hugo Gamboa, Vítor Paixão, Rui M. Costa

Inf. Process. Manag., 2015

Electromyographic Signal Dynamic Behavior in Neuropathies - Spectral Parameters Evaluation and Classification.

Maria Marta Santos, Ana Luísa Gomes, Hugo Gamboa, Mamede de Carvalho, Susana Pinto, Carla Quintão

Proceedings of the BIOSIGNALS 2015, 2015

Human Activity Recognition Based on Novel Accelerometry Features and Hidden Markov Models Application.

Ana Luísa Gomes, Vítor Paixão, Hugo Gamboa

Proceedings of the BIOSIGNALS 2015, 2015

New Visualization Model for Large Scale Biosignals Analysis.

Catarina Cavaco, Ricardo Gomes, Hugo Gamboa, Ricardo Matias

Proceedings of the BIOSIGNALS 2015, 2015

Multi-biosignals Analysis - The Effect of Peripheral Nerve Stimulation on Skin Conductance and Heart Rate Variability.

Tiago Araújo, Pedro Dias, Neuza Nunes, Hugo Gamboa

Proceedings of the BIOSIGNALS 2015, 2015

Quadriceps Muscle Fatigue and Comfort Generated by Neuromuscular Electrical Stimulation with Current Modulated Waveforms.

Tiago Araújo, Ana Anjos, Neuza Nunes, Pedro Rebelo, Hugo Gamboa

Proceedings of the BIOSIGNALS 2015, 2015

2014

HiMotion: a new research resource for the study of behavior, cognition, and emotion.

Hugo Gamboa, Hugo Silva, Ana L. N. Fred

Multim. Tools Appl., 2014

Upper Body Joint Angle Measurements for Physical Rehabilitation Using Visual Feedback.

Marília Barandas, Hugo Gamboa, José Manuel Fonseca

Proceedings of the Physiological Computing Systems, 2014

Human Activity Recognition from Triaxial Accelerometer Data - Feature Extraction and Selection Methods for Clustering of Physical Activities.

Inês Machado, Ricardo Gomes, Hugo Gamboa, Vítor Paixão

Proceedings of the BIOSIGNALS 2014, 2014

Coherence and Phase Locking Disruption in Electromyograms of Patients with Amyotrophic Lateral Sclerosis.

Mafalda Camara, Mamede de Carvalho, Tiago Araújo, Hugo Gamboa, Carla Quintão

Proceedings of the BIOSIGNALS 2014, 2014

2013

Novel fiducial and non-fiducial approaches to electrocardiogram-based biometric systems.

David Pereira Coutinho, Hugo Silva, Hugo Gamboa, Ana L. N. Fred, Mário A. T. Figueiredo

IET Biom., 2013

A Method to Detect Keystrokes using Accelerometry to Quantify Typing Rate and Monitor Neurodegenerative Progression.

Ana Londral, Mafalda Camara, Hugo Gamboa, Mamede de Carvalho, Anabela Pinto, Luís Azevedo

Proceedings of the International Congress on Neurotechnology, Electronics and Informatics, 2013

Generic Biometry Algorithm Based on Signal Morphology Information: Application in the Electrocardiogram Signal.

Tiago Araújo, Neuza Nunes, Hugo Gamboa, Ana L. N. Fred

Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013

Distance-based Algorithm for Biometric Applications in Meanwaves of Subject's Heartbeats.

Tiago Araújo, Neuza Nunes, Hugo Gamboa, Ana L. N. Fred

Proceedings of the ICPRAM 2013, 2013

Human Activity Recognition for an Intelligent Knee Orthosis.

Diliana Rebelo, Christoph Amma, Hugo Gamboa, Tanja Schultz

Proceedings of the BIOSIGNALS 2013, 2013

Algorithm for Testing Behavioural Phenotypes in a Zebrafish Model of Parkinson's Disease.

Angela Pimentel, Hugo Gamboa, Sérgio Reis Cunha, Ana Dulce Correia

Proceedings of the BIOSIGNALS 2013, 2013

Multi-purpose Electrostimulator Software.

Nuno M. C. da Costa, Tiago Araújo, Neuza Nunes, Hugo Gamboa

Proceedings of the BIODEVICES 2013, 2013

A Signal-independent Algorithm for Information Extraction and Signal Annotation of Long-term Records.

Rodolfo Abreu, Joana Sousa, Hugo Gamboa

Proceedings of the BIOSIGNALS 2013, 2013

Clustering Algorithm for Human Behavior Recognition Based on Biosignal Analysis.

Neuza Nunes, Diliana Rebelo, Rodolfo Abreu, Hugo Gamboa, Ana L. N. Fred

Proceedings of the Human Behavior Recognition Technologies, 2013

2012

Knowledge Acquisition System based on JSON Schema - Implementation of a HCI for Actuation of Biosignals Acquisition Systems.

Nuno M. C. da Costa, Tiago Araújo, Neuza Nunes, Hugo Gamboa

Proceedings of the SIGMAP and WINSYS 2012, 2012

A New Tool for the Analysis of Heart Rate Variability of Long Duration Records.

Ricardo Chorão, Joana Sousa, Tiago Araújo, Hugo Gamboa

Proceedings of the SIGMAP and WINSYS 2012, 2012

Knowledge Acquisition System based on JSON Schema for Electrophysiological Actuation.

Nuno M. C. da Costa, Tiago Araújo, Neuza Nunes, Hugo Gamboa

Proceedings of the E-Business and Telecommunications - International Joint Conference, 2012

Biosignals Events Detection - A Morphological Signal-independent Approach.

Rui Santos, Joana Sousa, Borja Sañudo, Carlos J. Marques, Hugo Gamboa

Proceedings of the BIOSIGNALS 2012, 2012

PLUX Real-time Sports Evaluation - A New Real-time Tool for Sports Evaluation.

João Santinha, Rui Santos, Joana Sousa, Hugo Gamboa

Proceedings of the BIOSIGNALS 2012, 2012

Brake Response Time before and after Total Knee Arthroplasty - Tracking Possible Effects of the Surgery Technique on Motor Performance: Report of Two Cases.

Carlos J. Marques, Rui Santos, Hugo Gamboa, Frank Lampe, João Barreiros, Jan Cabri

Proceedings of the BIOSIGNALS 2012, 2012

Long Term Biosignals Visualization and Processing.

Ricardo Gomes, Neuza Nunes, Joana Sousa, Hugo Gamboa

Proceedings of the BIOSIGNALS 2012, 2012

Development of a Pulse Oximeter and Blood Pressure Measurement Device.

Ana Fé, Joana Sousa, Hugo Gamboa

Proceedings of the BIODEVICES 2012 - Proceedings of the International Conference on Biomedical Electronics and Devices, Vilamoura, Algarve, Portugal, 1, 2012

Miniaturized Wireless Controlled Electrostimulator.

Tiago Araújo, Neuza Nunes, Hugo Gamboa

Proceedings of the BIODEVICES 2012 - Proceedings of the International Conference on Biomedical Electronics and Devices, Vilamoura, Algarve, Portugal, 1, 2012

On Applying Approximate Entropy to ECG Signals for Knowledge Discovery on the Example of Big Sensor Data.

Andreas Holzinger, Christof Stocker, Manuel Bruschi, Andreas Auinger, Hugo Silva, Hugo Gamboa, Ana L. N. Fred

Proceedings of the Active Media Technology - 8th International Conference, 2012

2011

A New Living Lab for Usability Evaluation of ICT and Next Generation Networks for Elderly@Home.

António J. S. Teixeira, Nelson Pacheco da Rocha, Miguel Sales Dias, Daniela Braga, Alexandra Queirós, Osvaldo Pacheco, José Alberto Fonseca, Joaquim Sousa Pinto, Hugo Gamboa, Luís Corte-Real, João Fonseca, Joaquim Arnaldo Martins, António J. R. Neves, Paulo Bartolomeu, Catarina Oliveira, João Cunha, Carlos Pereira

Proceedings of the AAL 2011, 2011

Aal@home: A New Home Care Wireless Biosignal Monitoring Tool for Ambient Assisted Living.

Joana Sousa, Susana I. C. J. Palma, Hugo Silva, Hugo Gamboa

Proceedings of the AAL 2011, 2011

Time Series Clustering Algorithm for Two-Modes Cyclic Biosignals.

Neuza Nunes, Tiago Araújo, Hugo Gamboa

Proceedings of the Biomedical Engineering Systems and Technologies, 2011

Two-modes Cyclic Biosignal Clustering based on Time Series Analysis.

Neuza Nunes, Tiago Araújo, Hugo Gamboa

Proceedings of the BIOSIGNALS 2011, 2011

Morphological Analysis of Acceleration Signals in Cross-country Skiing - Information Extraction and Technique Transitions Detection.

Håvard Myklebust, Neuza Nunes, Jostein Hallén, Hugo Gamboa

Proceedings of the BIOSIGNALS 2011, 2011

Muscle Activation Thresholds before and after Total Knee Arthroplasty - Protocol of a Randomized Comparison of Minimally Invasive vs. Standard Approach.

Carlos J. Marques, Hugo Gamboa, Frank Lampe, João Barreiros, Jan Cabri

Proceedings of the BIOSIGNALS 2011, 2011

2010

Patient tracking system.

Hugo Gamboa, Filipe Silva, Hugo Silva

Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010

2008

Uncertainty based classification fusion - a soft-biometrics test case.

Hugo Gamboa, Ana L. N. Fred

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Automatic Fall Detection and Alert System - a Compact GPS/GSM Enabled Unit Based on Accelerometry.

Hugo Silva, Filipe Silva, Hugo Gamboa, Vítor Viegas

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

Standing Jump Loft Time Measurement - An Acceleration based Method.

Susana I. C. J. Palma, Hugo Silva, Hugo Gamboa, Pedro Mil-Homens

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

User Tuned Feature Selection in Keystroke Dynamics.

Jyothi Bhaskarr Amarnadh, Hugo Gamboa, Ana L. N. Fred

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007

One Lead ECG Based Personal Identification with Feature Subspace Ensembles.

Hugo Silva, Hugo Gamboa, Ana L. N. Fred

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

2004

Q-Online: Integrating a Questionnaire System in an Organization.

Cláudio Sapateiro, Hugo Gamboa, Nuno Pina Gonçalves

Proceedings of the ICEIS 2004, 2004

2003

An Identity Authentication System Based On Human Computer Interaction Behaviour.

Hugo Gamboa, Ana L. N. Fred

Proceedings of the Pattern Recognition in Information Systems, 2003

Widam - Web Interaction Display and Monitoring.

Hugo Gamboa, Vasco Ferreira

Proceedings of the ICEIS 2003, 2003

A User Authentication Technic Using a~Web Interaction Monitoring System.

Hugo Gamboa, Ana L. N. Fred

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2001

Designing Intelligent Tutoring Systems: A Bayesian Approach.

Hugo Gamboa, Ana L. N. Fred

Proceedings of the ICEIS 2001, 2001