Hugo Gamboa

Orcid: 0000-0002-4022-7424

Affiliations:
  • NOVA University of Lisbon, LIBPhys, Caparica, Portugal


According to our database1, Hugo Gamboa authored at least 136 papers between 2001 and 2024.

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Bibliography

2024
Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources.
Int. J. Medical Informatics, February, 2024

Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram.
Inf. Fusion, January, 2024

Development of an Affordable EMC Immunity Assessment Setup Using Direct Power Injection for Biosignals Instrumentation: Application to ECG Monitoring.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Modelling Physiological Sensor Noise to Movement-Based Virtual Reality Activities.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Cardiorespiratory Adaptations to Work Volume on an Automobile Assembly Line.
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.
Inf. Fusion, December, 2023

Addressing the Curse of Missing Data in Clinical Contexts: A Novel Approach to Correlation-based Imputation.
J. King Saud Univ. Comput. Inf. Sci., June, 2023

Sensor-Based Human Activity and Behavior Research: Where Advanced Sensing and Recognition Technologies Meet.
Sensors, 2023

A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diagnosis on surface electromyography.
Biomed. Signal Process. Control., 2023

Rams, hounds and white boxes: Investigating human-AI collaboration protocols in medical diagnosis.
Artif. Intell. Medicine, 2023

Week-long Multimodal Data Acquisition of Occupational Risk Factors in Public Administration Workers.
Proceedings of the 19th International Conference on Intelligent Environments, 2023

Cleaning ECG with Deep Learning: A Denoiser Based on Gated Recurrent Units.
Proceedings of the Technological Innovation for Connected Cyber Physical Spaces, 2023

Pattern Recognition and Classification of Low-Intensity Emotions from Physiological Data.
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.
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.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Analysis of Postural Variability of Office Workers Using Inertial Sensors.
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.
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.
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.
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.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
TSSEARCH: Time Series Subsequence Search Library.
SoftwareX, 2022

Acoustic Structural Integrity Assessment of Ceramics using Supervised Machine Learning and Uncertainty-Based Rejection.
SIGKDD Explor., 2022

Automatic Cognitive Fatigue Detection Using Wearable fNIRS and Machine Learning.
Sensors, 2022

Respiratory Inductance Plethysmography to Assess Fatigability during Repetitive Work.
Sensors, 2022

Comparing Handcrafted Features and Deep Neural Representations for Domain Generalization in Human Activity Recognition.
Sensors, 2022

Real-Time Integration of Segmentation Techniques for Reduction of False Positive Rates in Fire Plume Detection Systems during Forest Fires.
Remote. Sens., 2022

Attention Classification Based on Biosignals during Standard Cognitive Tasks for Occupational Domains.
Comput., 2022

Posture Risk Assessment in an Automotive Assembly Line Using Inertial Sensors.
IEEE Access, 2022

Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline.
IEEE Access, 2022

Learning to see VOCs with Liquid Crystal Droplets.
Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data.
Proceedings of the IEEE International Conference on Data Mining, 2022

Assessing Occupational Health with a Cross-platform Application based on Self-reports and Biosignals.
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.
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.
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.
Proceedings of the Biomedical Engineering Systems and Technologies, 2022

Classification of Volatile Compounds with Morphological Analysis of e-nose Response.
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.
Sensors, 2021

Interpretable heartbeat classification using local model-agnostic explanations on ECGs.
Comput. Biol. Medicine, 2021

Crowdsourcing-Based Fingerprinting for Indoor Location in Multi-Storey Buildings.
IEEE Access, 2021

A Novel Approach for User Equipment Indoor/Outdoor Classification in Mobile Networks.
IEEE Access, 2021

Automatic Cognitive Workload Classification Using Biosignals for Distance Learning Applications.
Proceedings of the Technological Innovation for Applied AI Systems, 2021

Benefits, Implications and Ethical Concerns of Machine Learning Tools Serving Mental Health Purposes.
Proceedings of the Technological Innovation for Applied AI Systems, 2021

Design of an Attention Tool Using HCI and Work-Related Variables.
Proceedings of the Technological Innovation for Applied AI Systems, 2021

Inertial-based Gait Analysis Applied to Patients with Parkinson Disease.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Towards Segmentation and Labelling of Motion Data in Manufacturing Scenarios.
Proceedings of the Biomedical Engineering Systems and Technologies, 2021

Self-Similarity Matrix of Morphological Features for Motion Data Analysis in Manufacturing Scenarios.
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.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020
TSFEL: Time Series Feature Extraction Library.
SoftwareX, 2020

An Infrastructure-Free Magnetic-Based Indoor Positioning System with Deep Learning.
Sensors, 2020

ECG Biometrics Using Deep Learning and Relative Score Threshold Classification.
Sensors, 2020

Biosensing and Actuation - Platforms Coupling Body Input-Output Modalities for Affective Technologies.
Sensors, 2020

Towards Knowledge Uncertainty Estimation for Open Set Recognition.
Mach. Learn. Knowl. Extr., 2020

A Genetic Algorithm to Design Job Rotation Schedules with Low Risk Exposure.
Proceedings of the Technological Innovation for Life Improvement, 2020

Development and Validation of an Experimental Protocol to Evaluate Posture Control.
Proceedings of the Technological Innovation for Life Improvement, 2020

Exploring Inertial Sensor Fusion Methods for Direct Ergonomic Assessments.
Proceedings of the Biomedical Engineering Systems and Technologies, 2020

Explaining the Ergonomic Assessment of Human Movement in Industrial Contexts.
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.
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.
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.
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.
Sensors, 2019

A Semi-Automatic Annotation Approach for Human Activity Recognition.
Sensors, 2019

SSTS: A syntactic tool for pattern search on time series.
Inf. Process. Manag., 2019

Project INSIDE: towards autonomous semi-unstructured human-robot social interaction in autism therapy.
Artif. Intell. Medicine, 2019

Latent: A Flexible Data Collection Tool to Research Human Behavior in the Context of Web Navigation.
IEEE Access, 2019

Enhanced gas sensing with soft functional materials.
Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2019

Determination of the Walking Direction of a Pedestrian from Acceleration Data.
Proceedings of the 2019 International Conference on Indoor Positioning and Indoor Navigation, 2019

Experiencing discomfort: designing for affect from first-person perspective.
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.
Proceedings of the 46th Computing in Cardiology, 2019

Evaluation of Spatial-Temporal Anomalies in the Analysis of Human Movement.
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.
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.
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.
Proceedings of the Biomedical Engineering Systems and Technologies, 2019

Heart Rate Variability and Electrodermal Activity in Mental Stress Aloud: Predicting the Outcome.
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.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

Detailed Human Activity Recognition based on Multiple HMM.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018
Time Alignment Measurement for Time Series.
Pattern Recognit., 2018

Screening diabetes mellitus 2 based on electronic health records using temporal features.
Health Informatics J., 2018

Mouse Tracking Measures and Movement Patterns with Application for Online Surveys.
Proceedings of the Machine Learning and Knowledge Extraction, 2018

Real-Time Approach to HRV Analysis.
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.
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.
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.
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.
Comput. Biol. Medicine, 2017

2016
A dataset for the automatic assessment of functional senior fitness tests using kinect and physiological sensors.
Proceedings of the 1st International Conference on Technology and Innovation in Sports, 2016

A motion tracking solution for indoor localization using smartphones.
Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2016

Mobile Health App for Biofeedback Response in Physiotherapy - Development and Validation.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

Body Location Independent Activity Monitoring.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

Automated Detection of Mind Wandering: A Mobile Application.
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.
Interact. Comput., 2015

Applications and Issues for Physiological Computing Systems: An Introduction to the Special Issue.
Interact. Comput., 2015

Human activity data discovery from triaxial accelerometer sensor: Non-supervised learning sensitivity to feature extraction parametrization.
Inf. Process. Manag., 2015

Electromyographic Signal Dynamic Behavior in Neuropathies - Spectral Parameters Evaluation and Classification.
Proceedings of the BIOSIGNALS 2015, 2015

Human Activity Recognition Based on Novel Accelerometry Features and Hidden Markov Models Application.
Proceedings of the BIOSIGNALS 2015, 2015

New Visualization Model for Large Scale Biosignals Analysis.
Proceedings of the BIOSIGNALS 2015, 2015

Multi-biosignals Analysis - The Effect of Peripheral Nerve Stimulation on Skin Conductance and Heart Rate Variability.
Proceedings of the BIOSIGNALS 2015, 2015

Quadriceps Muscle Fatigue and Comfort Generated by Neuromuscular Electrical Stimulation with Current Modulated Waveforms.
Proceedings of the BIOSIGNALS 2015, 2015

2014
HiMotion: a new research resource for the study of behavior, cognition, and emotion.
Multim. Tools Appl., 2014

Upper Body Joint Angle Measurements for Physical Rehabilitation Using Visual Feedback.
Proceedings of the Physiological Computing Systems, 2014

Human Activity Recognition from Triaxial Accelerometer Data - Feature Extraction and Selection Methods for Clustering of Physical Activities.
Proceedings of the BIOSIGNALS 2014, 2014

Coherence and Phase Locking Disruption in Electromyograms of Patients with Amyotrophic Lateral Sclerosis.
Proceedings of the BIOSIGNALS 2014, 2014

2013
Novel fiducial and non-fiducial approaches to electrocardiogram-based biometric systems.
IET Biom., 2013

A Method to Detect Keystrokes using Accelerometry to Quantify Typing Rate and Monitor Neurodegenerative Progression.
Proceedings of the International Congress on Neurotechnology, Electronics and Informatics, 2013

Generic Biometry Algorithm Based on Signal Morphology Information: Application in the Electrocardiogram Signal.
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013

Distance-based Algorithm for Biometric Applications in Meanwaves of Subject's Heartbeats.
Proceedings of the ICPRAM 2013, 2013

Human Activity Recognition for an Intelligent Knee Orthosis.
Proceedings of the BIOSIGNALS 2013, 2013

Algorithm for Testing Behavioural Phenotypes in a Zebrafish Model of Parkinson's Disease.
Proceedings of the BIOSIGNALS 2013, 2013

Multi-purpose Electrostimulator Software.
Proceedings of the BIODEVICES 2013, 2013

A Signal-independent Algorithm for Information Extraction and Signal Annotation of Long-term Records.
Proceedings of the BIOSIGNALS 2013, 2013

Clustering Algorithm for Human Behavior Recognition Based on Biosignal Analysis.
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.
Proceedings of the SIGMAP and WINSYS 2012, 2012

A New Tool for the Analysis of Heart Rate Variability of Long Duration Records.
Proceedings of the SIGMAP and WINSYS 2012, 2012

Knowledge Acquisition System based on JSON Schema for Electrophysiological Actuation.
Proceedings of the E-Business and Telecommunications - International Joint Conference, 2012

Biosignals Events Detection - A Morphological Signal-independent Approach.
Proceedings of the BIOSIGNALS 2012, 2012

PLUX Real-time Sports Evaluation - A New Real-time Tool for Sports Evaluation.
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.
Proceedings of the BIOSIGNALS 2012, 2012

Long Term Biosignals Visualization and Processing.
Proceedings of the BIOSIGNALS 2012, 2012

Development of a Pulse Oximeter and Blood Pressure Measurement Device.
Proceedings of the BIODEVICES 2012 - Proceedings of the International Conference on Biomedical Electronics and Devices, Vilamoura, Algarve, Portugal, 1, 2012

Miniaturized Wireless Controlled Electrostimulator.
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.
Proceedings of the Active Media Technology - 8th International Conference, 2012

2011

Aal@home: A New Home Care Wireless Biosignal Monitoring Tool for Ambient Assisted Living.
Proceedings of the AAL 2011, 2011

Time Series Clustering Algorithm for Two-Modes Cyclic Biosignals.
Proceedings of the Biomedical Engineering Systems and Technologies, 2011

Two-modes Cyclic Biosignal Clustering based on Time Series Analysis.
Proceedings of the BIOSIGNALS 2011, 2011

Morphological Analysis of Acceleration Signals in Cross-country Skiing - Information Extraction and Technique Transitions Detection.
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.
Proceedings of the BIOSIGNALS 2011, 2011

2010
Patient tracking system.
Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010

2008
Uncertainty based classification fusion - a soft-biometrics test case.
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.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

Standing Jump Loft Time Measurement - An Acceleration based Method.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

User Tuned Feature Selection in Keystroke Dynamics.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007
One Lead ECG Based Personal Identification with Feature Subspace Ensembles.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

2004
Q-Online: Integrating a Questionnaire System in an Organization.
Proceedings of the ICEIS 2004, 2004

2003
An Identity Authentication System Based On Human Computer Interaction Behaviour.
Proceedings of the Pattern Recognition in Information Systems, 2003

Widam - Web Interaction Display and Monitoring.
Proceedings of the ICEIS 2003, 2003

A User Authentication Technic Using a~Web Interaction Monitoring System.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2001
Designing Intelligent Tutoring Systems: A Bayesian Approach.
Proceedings of the ICEIS 2001, 2001


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