Hugo Gamboa (841F-7D22-F80E)

Curriculum Vitae

Hugo Gamboa

Hugo Gamboa, concluiu o Doutoramento em Doutoramento em Engenharia Electrotécnica e de Computadores em 2008 pela Universidade de Lisboa Instituto Superior Técnico e Licenciatura em Licenciatura em Engenharia Electrotécnica e de Computadores em 1999 pelo(a) Universidade de Lisboa Instituto Superior Técnico. É Professor Catedrático na Universidade Nova de Lisboa, Faculdade de Ciências e Tecnologia Departamento de Física e Investigador no Laboratório de Instrumentação Engenharia Biomédica e Física da Radiação. É também Investigador Senior na Associação Fraunhofer Portugal Research, É actualmente Presidente da PLUX - Wireless Biosignals S.A. Atua nas áreas de Ciências da Engenharia e Tecnologias com ênfase em Engenharia Eletrotécnica, Eletrónica e Informática; Engenharia Biomédica e Instrumentação. Supervisionou 14 alunos de Doutoramento e mais de 70 alunos de Mestrado. Fundou e é co-presidente da conferência BIOSTEC na sua 17 edição. É membro senior do IEEE. É Investigador Principal no projeto Europeu AISYM4MED dedicado à geração de dados clínicos Publicou 87 trabalhos no últimos 5 anos (47 artigos em revista e 40 em conferências). Hugo Gamboa concluded his PhD in Electrotechnical and Computer Engineering at the Lisbon University in 2008 and the Degree (5 years Licenciatura) in Electrotechnical and Computer Engineering in the same University. He is a Full professor at Universidade Nova de Lisboa, Nova School of Science and Technology at the Physics Department. Hugo Gamboa is a researcher at LIBPHYS and Senior Researcher at Fraunhofer Portugal at the AICOS research center. He serves as PLUX Wireless Biosignals President. His research focus on Medical Instrumentation and Biomedical Engineering. Successfully supervised 14 Phd students and more than 70 Msc students. Founded and has served as co-chair of BIOSTEC conference in its 15th edition. He is a Senior member of IEEE. He is the PI of the European Project AISYM4MED on clinical data synthesis. Published 87 peer reviewed works in the last 5 years (47 journal papers and 40 conference papers).

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Identification

Personal identification

Full name: Hugo Gamboa

Citation names

Gamboa, Hugo

Author identifiers

Ciência ID: 841F-7D22-F80E
ORCID iD: 0000-0002-4022-7424
Google Scholar ID: https://scholar.google.pt/citations?hl=pt-PT&user=PI0mUk4AAAAJ
Researcher Id: M-8799-2013
Scopus Author Id: 57200265948

Websites

http://www.libphys.fct.unl.pt/people/effective-members/hugo-filipe-silveira-gamboa (Scholar)
http://biosi.gnals.org/ (Scholar)

Knowledge fields

Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Electrical and Electronic Engineering

Languages

Language	Speaking	Reading	Writing	Listening
English	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)
Portuguese	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)
Spanish; Castilian	Intermediate (B1)	Intermediate (B1)	Beginner (A1)	Intermediate (B1)

Education

	Degree	Classification
2022/09/16 Concluded	Engenharia Biomédica (Título de Agregado) Universidade Nova de Lisboa, Portugal
2008 Concluded	Doutoramento em Engenharia Electrotécnica e de Computadores (Doutoramento) Universidade de Lisboa Instituto Superior Técnico, Portugal "Multi-Modal Behaviour Biometrics Based on HCI and Electrophysiology" (THESIS/DISSERTATION)	Outstanding
1999 Concluded	Licenciatura em Engenharia Electrotécnica e de Computadores (Licenciatura) Universidade de Lisboa Instituto Superior Técnico, Portugal "N/A" (THESIS/DISSERTATION)	16

Affiliation

Science

	Category Host institution	Employer
2014/01/01 - Current	Researcher (Research)	Universidade de Lisboa Laboratório de Instrumentação Engenharia Biomédica e Física da Radiação, Portugal

2014/01/01 - Current	Researcher (Research)	Associação Fraunhofer Portugal Research, Portugal

2009 - 2013	Researcher (Research)	Universidade Nova de Lisboa Centro de Física e Investigação Tecnológica, Portugal

2007/02/01 - 2008/02/01	Research Assistant (Research)	Instituto de Telecomunicações, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2024/02/01 - Current	Full Professor (University Teacher)	Universidade Nova de Lisboa, Portugal
	Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2020/12/12 - 2024/02/01	Associate Professor (University Teacher)	Universidade Nova de Lisboa, Portugal
	Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2009/02/01 - 2020/12/15	Assistant Professor (University Teacher)	Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal

1999/01/01 - 2007/01/01	Assistant (University Teacher)	Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal

Others

	Category Host institution	Employer
2008/02/15 - 2014/02/15	Chief Executive Officer	PLUX - Wireless Biosignals S.A., Portugal

2009/06/01 - 2009/09/01	PostDoc Researcher at CIPER	Universidade de Lisboa Faculdade de Motricidade Humana, Portugal

Projects

Grant

	Designation	Funders
2022/12/01 - 2026/10/30	AISym4Med 10.3030/101095387 Co-Principal Investigator (Co-PI)	European Commission Ongoing
2020/02 - 2023/02	PrevOcupAI - Prevention of occupational disorders in Public Administrations based on Artificial Intelligence DSAIPA/AI/0105/2019 Principal investigator	Fundação para a Ciência e a Tecnologia
2020/01 - 2023/01	Operator - Digital Transformation in Industry with Focus on the Operator 4.0 FCTMIT2020/Operator Principal investigator Associação para a Inovação e Desenvolvimento da FCT, Portugal	Fundação para a Ciência e a Tecnologia
2018 - 2021	Sea2See - Bio-inspired materials for fish spoilage control PTDC/BII-BIO/28878/2017 Researcher	Fundação para a Ciência e a Tecnologia Ongoing
2014/08 - 2018/07	INSIDE: Intelligent Networked Robot Systems for Symbiotic Interaction with Children with Impaired Development Provided by PTCRIS: 135829 Principal investigator	Fundação para a Ciência e a Tecnologia
2014/08 - 2018/07	AHA: Augmented Human Assistance Provided by PTCRIS: 135824	Fundação para a Ciência e a Tecnologia
2010/10 - 2014/03	iDTV-HEALTH: Inclusive services to promote health and wellness via digital interactive television Provided by PTCRIS: 112051	Fundação para a Ciência e a Tecnologia
2009/01 - 2012/12	DACHOR - Multibody Dynamics and Control of Hybrid Active Orthoses Provided by PTCRIS: 83851	Fundação para a Ciência e a Tecnologia
2007/11 - 2011/06	Biomechanics of Locomotion in Elderly People. Relevant Variables for Risk of Fracture Reduction Provided by PTCRIS: 72946	Fundação para a Ciência e a Tecnologia
2005/07 - 2008/05	Evaluation of biomechanical load on the musculosekeletal system. Development and application of experimental and modelling methodologies. Provided by PTCRIS: 61761	Fundação para a Ciência e a Tecnologia

Contract

	Designation	Funders
2021/01/01 - 2025/12/31	Translação e Inovação para a Saúde Global LA/P/0117/2020 10.54499/LA/P/0117/2020 Universidade Nova de Lisboa Saúde Global e Medicina Tropical, Portugal Universidade Nova de Lisboa, Portugal Universidade NOVA de Lisboa Comprehensive Health Research Centre, Portugal Universidade de Lisboa Faculdade de Medicina Dentária, Portugal Universidade Nova de Lisboa ¿Laboratório de Instrumentação Engenharia Biomédica e Física da Radiação, Portugal Universidade de Coimbra, Portugal Universidade de Évora, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2019/01/01 - 2019/12/31	Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics UID/FIS/04559/2019 Universidade de Lisboa Faculdade de Medicina Dentária, Portugal Universidade de Coimbra, Portugal Universidade Nova de Lisboa ¿Laboratório de Instrumentação Engenharia Biomédica e Física da Radiação, Portugal Universidade Nova de Lisboa Associação para a Inovação e Desenvolvimento da FCT, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2014/08/01 - 2018/12/31	AHA: Assistência Humana Aumentada CMUP-ERI/HCI/0046/2013 Universidade de Lisboa Centro Interdisciplinar de Performance Humana, Portugal Carnegie Mellon University, United States Universidade da Madeira Madeira Interactive Technologies Institute, Portugal Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal Universidade de Lisboa Faculdade de Motricidade Humana, Portugal Universidade Nova de Lisboa Associação para a Inovação e Desenvolvimento da FCT, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2014/08/01 - 2018/12/31	INSIDE: Sistemas Inteligentes de Robôs em Rede para Interacção Simbiótica com Crianças com Atrasos de Desenvolvimento CMUP-ERI/HCI/0051/2013 Carnegie Mellon University, United States Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal Hospital Garcia de Orta EPE, Portugal Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal Universidade Nova de Lisboa Associação para a Inovação e Desenvolvimento da FCT, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2010/10/01 - 2014/03/31	iDTV-SAÚDE: Serviços inclusivos de promoção da saúde e bem-estar via televisão digital interactiva UTA-Est/MAI/0012/2009 Universidade Lusófona de Humanidades e Tecnologias Centro de Investigação em Comunicação Aplicada Cultura e Novas Tecnologias, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2009/01/01 - 2012/12/31	DACHOR - Dinâmica Multicorpo e Controlo de Ortóteses Híbridas Activas MIT-Pt/BS-HHMS/0042/2008 Universidade do Minho, Portugal Universidade de Lisboa Instituto Superior Técnico, Portugal Instituto de Engenharia Mecânica, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2007/11/18 - 2011/06/23	Biomecânica da Locomoção em Idosos. Factores Determinantes na Redução do Risco de Fractura PTDC/DES/72946/2006 Universidade de Lisboa Faculdade de Motricidade Humana, Portugal Instituto de Telecomunicações Lisboa, Portugal Universidade de Lisboa Centro Interdisciplinar de Performance Humana, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2005/07/01 - 2008/05/31	Avaliação da carga biomecânica no sistema músculo-esquelético. Desenvolvimento e aplicação de metodologias experimentais e de modelação. POCI/DES/61761/2004 Universidade de Lisboa Centro Interdisciplinar de Performance Humana, Portugal Instituto de Engenharia Mecânica, Portugal Instituto de Telecomunicações Lisboa, Portugal Universidade de Lisboa Faculdade de Motricidade Humana, Portugal	Fundação para a Ciência e a Tecnologia Concluded

Other

	Designation	Funders
2022/01/17 - 2025/01/16	PROTEIOS - Protein Tunable Materials for Non-Invasive Sensing PTDC/CTM-CTM/3389/2021 10.54499/PTDC/CTM-CTM/3389/2021 Unidade de Ciências Biomoleculares Aplicadas, Portugal Instituto de Etnomusicologia Centro de Estudos em Música e Dança, Portugal Universidade Nova de Lisboa ¿Laboratório de Instrumentação Engenharia Biomédica e Física da Radiação, Portugal Universidade de Lisboa Instituto Dom Luiz, Portugal Universidade Nova de Lisboa Associação para a Inovação e Desenvolvimento da FCT, Portugal	Fundação para a Ciência e a Tecnologia Ongoing

Outputs

Publications

Book	Gamboa, Hugo. Biomedical Engineering Systems and Technologies. 2017. 10.1007/978-3-319-54717-6 Fred, A.; Gamboa, H.; Elias, D.. Biomedical engineering systems and technologies: 8th international joint conference, BIOSTEC 2015 Lisbon, Portugal, january 12–15, 2015 revised selected papers. 2015. 10.1007/978-3-319-27707-3 Barandas, M.; Gamboa, H.; Fonseca, J.M.. Upper body joint angle measurements for physical rehabilitation using visual feedback. 2014. 10.1007/978-3-662-45686-6_6 da Costa, N.M.C.; Araujo, T.; Nunes, N.; Gamboa, H.. Knowledge acquisition system based on JSON schema for electrophysiological actuation. 2014. 10.1007/978-3-662-44791-8_18 Fernández-Chimeno, M.; Fernandes, P.L.; Alvarez, S.; Stacey, D.; Solé-Casals, J.; Fred, A.; Gamboa, H.. Preface. 2014. 10.1007/978-3-662-44485-6 Gabriel, J.; Schier, J.; Van Huffel, S.; Conchon, E.; Correia, C.; Fred, A.; Gamboa, H.. Biomedical Engineering Systems and Technologies: 5th International Joint Conference, BIOSTEC 2012, Vilamoura, Portugal, February 1-4, 2012, Revised Selected Papers. 2013. 10.1007/978-3-642-29752-6_17 Hugo Gamboa. Biomedical Engineering Systems and Technologies. Springer. 2012. Fred, A.; Filipe, J.; Gamboa, H.. Biomedical Engineering Systems and Technologies: International Joint Conference, BIOSTEC 2009 Porto, Portugal, January 14-17, 2009, Revised Selected Papers: Preface. 2010. Fred, A.; Filipe, J.; Gamboa, H.. Biomedical Engineering Systems and Technologies: International Joint Conference, BIOSTEC 2008 Funchal, Madeira, Portugal, January 28-31, 2008 Revised Selected Papers. 2008. 10.1007/978-3-540-92219-3 Silva, H.; Gamboa, H.; Fred, A.. One lead ECG based personal identification with feature subspace ensembles. 2007. Gamboa, H.; Fred, A.. A user authentication technic using a web interaction monitoring system. 2003. 10.1007/978-3-540-44871-6_29
Book chapter	Roque, A.C.A.; Ana Fred; Hugo Gamboa. "Foreword". edited by A. Roque; A. Fred; H. Gamboa, IX-XI. SciTePress, 2019. Gamboa, Hugo. "Mouse Tracking Measures and Movement Patterns with Application for Online Surveys". 2018. 10.1007/978-3-319-99740-7_3 Gamboa, Hugo. "Coronary heart disease prognosis using machine-learning techniques on patients with type 2 diabetes mellitus". 198-217. United Kingdom: IGI Global, 2017. Gamboa, Hugo. "Generic biometry algorithm based on signal morphology information: Application in the electrocardiogram signal". 301-310. 2015. 10.1007/978-3-319-12610-4_19 Gamboa, Hugo. "Clustering algorithm for human behavior recognition based on biosignal analysis". 212-224. 2013. 10.4018/978-1-4666-3682-8.ch010 Hugo Gamboa. "Electrophysiological Multimodal Biometrics". 20-39. Lambert Academic Publishing, 2012. Hugo Gamboa. "Clustering Algorithm for Human Behavior Recognition based on Biosignals Analysis". 20-29. IGI Global, 2012.
Conference paper	Lopes, Phil; Fachada, Nuno; Fonseca, Micaela; Gamboa, Hugo; Quaresma, Claudia. "Modelling Physiological Sensor Noise to Movement-Based Virtual Reality Activities". Paper presented in 17th International Joint Conference on Biomedical Engineering Systems and Technologies - BIOSIGNALS 2024, Rome, 2024. Published • 10.5220/0012424200003657 Sabino, Inês; Do Carmo Fernandes, Maria; Antunes, Ana; Monteny, António; Guimarães, Isabel; Cepeda, Cátia; Gamboa, Hugo; et al. "Ergo4workers: Usability Testing of the First Prototype of an App for the Ergonomic Assessment of Healthcare Professionals". 2023. 10.54941/ahfe1003591 Oliosi, Eduarda; Probst, Phillip; Rodrigues, João; Silva, Luís; Zagalo, Daniel; Cepeda, Cátia; Gamboa, Hugo. Corresponding author: Oliosi, Eduarda. "Week-long Multimodal Data Acquisition of Occupational Risk Factors in Public Administration Workers". 2023. 10.1109/ie57519.2023.10179099 Curioso, Isabel; Ribeiro, Bruno; Matias, Pedro; Santos, Ricardo; Sousa, Joana; Ferreira, João; Gamboa, Hugo; Belo, David. "Pattern Recognition and Classification of Low-Intensity Emotions from Physiological Data". L'aquila, 2023. Published • 10.1109/cbms58004.2023.00234 Braga, Rodrigo; Osório, Daniel; Gamboa, Hugo. "Prediction of Sleep Stages Based on Wearable Signals Using Machine Learning Techniques". Paper presented in BIOSTEC 2023, Lisboa, 2023. Published • 10.5220/0011655200003414 Oliosi, Eduarda; CEPEDA, CÁTIA; Silva, Luís; Zagalo, Daniel; Probst, Phillip; Pinheiro, Ana Rita; Vilas-Boas, J. Paulo; Gamboa, Hugo. "Human movement variability analysis in office-workers: a review". Paper presented in 15th International Conference on ICT, Society and Human Beings, ICT 2022, 19th International Conference on Web Based Communities and Social Media, WBC 2022 and 14th International Conference on e-Health, EH 2022 - Held at the 16th Multi Conference on Compu, 2022. Susana I. C. J. Palma; José Frazão; Rita Alves; Henrique M. A. Costa; Claudia Alves; Hugo Gamboa; Margarida Silveira; Roque, A.C.A.. "Learning to see VOCs with Liquid Crystal Droplets". 2022. 10.1109/ISOEN54820.2022.9789647 Rita Alves; João Rodrigues; Efthymia Ramou; Susana I. C. J. Palma; Ana Roque; Hugo Gamboa. "Classification of Volatile Compounds with Morphological Analysis of e-nose Response". 2022. 10.5220/0010827200003123 Marta Babel Guerreiro; Cátia Cepeda; Joana Sousa; Carolina Maio; João Ferreira; Hugo Gamboa. "Prediction of Personal Characteristics and Emotional State based on Voice Signals using Machine Learning Techniques". 2022. 10.5220/0010802700003123 Maria Eduarda Oliosi; Cátia Cepeda; Luís Silva; Daniel Zagalo; Phillip Probst; Ana Rita Pinheiro; João Paulo Vilas-Boas; Hugo Gamboa. "Human movement variability analysis in office-workers". 2022. Nafiseh Mollaei; Catia Cepeda; Joao Rodrigues; Hugo Gamboa. "Biomedical Text Mining: Applicability of Machine Learning-based Natural Language Processing in Medical Database". 2022. 10.5220/0010819500003123 João J. M. Santos; Susana I. C. J. Palma; Carina Esteves; Hugo Gamboa; J. P. Oliveira; Roque, A.C.A.. "An electrical model characterization of an electronic nose chemical sensor using a programmable system-on-a-chip based AFE". 2022. 10.1109/YEF-ECE55092.2022.9850098 António Santos; João Rodrigues; Duarte Folgado; Sara Santos; Carlos Fujão; Hugo Gamboa. "Towards Segmentation and Labelling of Motion Data in Manufacturing Scenarios". 2022. 10.1007/978-3-031-20664-1_5 Gamboa, Hugo. "Length of Stay Prediction in Acute Intensive Care Unit in Cardiothoracic Surgery Patients". 2021. 10.1109/icbsii51839.2021.9445145 João Rodrigues; Phillip Probst; Cátia Cepeda; Guede, F.; Sara Silva; Patricia Gamboa; Carlos Fujao; Quaresma, Claudia; Hugo Gamboa. "MicroErgo: A Concept for an Ergonomic Self-Assessment Tool". 2021. 10.1109/ICBSII51839.2021.9445156 Gamboa, Hugo. "Self-Similarity Matrix of Morphological Features for Motion Data Analysis in Manufacturing Scenarios". 2021. 10.5220/0010328403270334 Gamboa, Hugo. "Automatic Cognitive Workload Classification Using Biosignals for Distance Learning Applications". 2021. 10.1007/978-3-030-78288-7_24 Gamboa, Hugo. "Design of an Attention Tool Using HCI and Work-Related Variables". 2021. 10.1007/978-3-030-78288-7_25 Gamboa, Hugo. "Benefits, Implications and Ethical Concerns of Machine Learning Tools Serving Mental Health Purposes". 2021. 10.1007/978-3-030-78288-7_27 Sara Santos; Duarte Folgado; João Rodrigues; Nafiseh Mollaei; Carlos Fujão; Hugo Gamboa. "Exploring Inertial Sensor Fusion Methods for Direct Ergonomic Assessments". 2021. 10.1007/978-3-030-72379-8_14 Joana Sousa; Joana Silva; Ricardo Leonardo; Hugo Gamboa; Josefa Domingos. "Inertial-based gait analysis applied to patients with Parkinson disease". 2021. Bruno Ribeiro; Vitor Cerqueira; Ricardo Santos; Hugo Gamboa. "Layered Learning for Acute Hypotensive Episode Prediction in the ICU". 2021. 10.1109/EHB52898.2021.9657577 Silva, S; Cepeda, C; Rodrigues, J; Probst, P; Gamboa, H. "Assessing Occupational Health with a Cross-platform Application based on Self-reports and Biosignals". 2021. 10.5220/0010846700003123 Varandas, Rui; Ramos, Guilherme; Mrotzeck, Katrin; Gamboa, Patricia; Gamboa, Hugo. "BIOSIGNALS NOTEBOOKS: AN INNOVATIVE APPROACH FOR BIOSIGNALS EXPERIENCE SHARING". Paper presented in 14th International Technology, Education and Development Conference, Valência, 2020. Accepted • 10.21125/inted.2020.2238 Gamboa, Hugo. "Comparison of Different Polymeric Materials for Mobile Off-the-Person ECG". 2020. 10.1007/978-3-030-30335-8_2 Gamboa, Hugo. "Eye-pointer Coordination in a Decision-making Task Under Uncertainty". 2020. 10.5220/0008867500300037 Daniel Noronha Osório; Emanuela Teixeira; Fernando Pimentel-Santos; Hugo Silva; Hugo Gamboa; Quaresma, Claudia. "Development and Validation of an Experimental Protocol to Evaluate Posture Control". 2020. 10.1007/978-3-030-45124-0_37 João Pestana; David Belo; Hugo Gamboa. "Detection of abnormalities in electrocardiogram (ECG) using deep learning". 2020. Letícia Fernandes; Marília Barandas; Hugo Gamboa. "Learning human behaviour patterns by trajectory and activity recognition". 2020. 10.5220/0008953902200227 João Rodrigues; Hugo Gamboa; Nafiseh Mollaei; Daniel Osório; Ana Assunção; Carlos Fujão; Filomena Carnide. "A Genetic Algorithm to Design Job Rotation Schedules with Low Risk Exposure". 2020. 10.1007/978-3-030-45124-0_38 Rodrigo Lima; Daniel Osório; Hugo Gamboa. "Heart Rate Variability and Electrodermal Activity Biosignal Processing: Predicting the Autonomous Nervous System Response in Mental Stress". 2020. 10.1007/978-3-030-46970-2_16 Gamboa, Hugo. "Storage of Biomedical Signals: Comparative Review of Formats and Databases". 2019. 10.1109/sibircon48586.2019.8958222 João Rodrigues; Hugo Gamboa; Vladimir Kublanov; Anton Dolganov. "Storage of Biomedical Signals: Comparative Review of Formats and Databases". 2019. 10.1109/SIBIRCON48586.2019.8958222 Ricardo Leonardo; Goncalo Rodrigues; Marilia Barandas; Pedro Alves; Ricardo Santos; Hugo Gamboa. "Determination of the walking direction of a pedestrian from acceleration data". 2019. 10.1109/IPIN.2019.8911801 Gamboa, Hugo. "Determination of the Walking Direction of a Pedestrian from Acceleration Data". 2019. 10.1109/ipin.2019.8911801 Miquel Alfaras; Rui Varandas; Hugo Gamboa. "Ring-Topology Echo State Networks for ICU Sepsis Classification". 2019. 10.23919/CinC49843.2019.9005810 Susana I. C. J. Palma; Carina Esteves; Ana C. C. S. Pádua; Claudia Alves; Goncalo M. C. Santos; Henrique M. A. Costa; Maria Madalena Dionísio Andrade; et al. "Enhanced gas sensing with soft functional materials". 2019. 10.1109/ISOEN.2019.8823178 Gamboa, Hugo. "Enhanced gas sensing with soft functional materials". 2019. 10.1109/isoen.2019.8823178 Mariana Abreu; Marília Barandas; Ricardo Leonardo; Hugo Gamboa. "Detailed human activity recognition based on multiple HMM". 2019. Maria Camila Dias; Cátia Cepeda; Dina Rindlisbacher; Edouard Battegay; Marcus Cheetham; Hugo Gamboa. "Predicting response uncertainty in online surveys: A proof of concept". 2019. Rui Varandas; Duarte Folgado; Hugo Gamboa. "Evaluation of spatial-temporal anomalies in the analysis of human movement". 2019. Rodrigo Lima; Daniel Osório; Hugo Gamboa. "Heart rate variability and electrodermal activity in mental stress aloud: Predicting the outcome". 2019. Gonçalo Santos; Claudia Alves; Ana Carolina Pádua; Susana Palma; Hugo Gamboa; Roque, A.C.A.. "An optimized e-nose for efficient volatile sensing and discrimination". 2019. Ana Pádua; Jonas Gruber; Hugo Gamboa; Roque, A.C.A.. "Impact of sensing film's production method on classification accuracy by electronic nose". 2019. 10.5220/0007386901710178 Gamboa, Hugo. "Experiencing discomfort". 2019. 10.1145/3341162.3354061 Gamboa, Hugo. "Evaluation of Spatial-Temporal Anomalies in the Analysis of Human Movement". 2019. 10.5220/0007386901710178 Gamboa, Hugo. "Low-Density Fan-Out SiP for Wearables and IoT with Heterogeneous Integration". 2018. 10.23919/iwlpc.2018.8573275 Alberto Martins; Marcio Pinheiro; Ana Filipa Ferreira; Rodrigo Almeida; Filipe Matos; Joana Oliveira; Rui Pedro Silva; et al. "Heterogeneous integration challenges within wafer level fan-out SiP for wearables and IoT". 2018. Ana Pádua; Daniel Osório; João Rodrigues; Gonçalo Santos; Ana Porteira; Susana Palma; Roque, A.C.A.; Hugo Gamboa. "Scalable and easy-to-use system architecture for electronic noses". 2018. 10.5220/0006597101790186 Guilherme Ramos; Miquel Alfaras; Hugo Gamboa. "Real-time approach to hrv analysis". 2018. Gamboa, Hugo. "Scalable and Easy-to-use System Architecture for Electronic Noses". 2018. 10.5220/0006597101790186 Gamboa, Hugo. "Real-Time Approach to HRV Analysis". 2018. 10.5220/0006641402080215 Gamboa, Hugo. "Development of the Decision Support System in Treatment of Arterial Hypertension - Application of Artificial Neural Networks for Evaluation of Heart Rate Variability Signals". 2018. 10.5220/0006728903250331 Ana Carolina Pádua; Susana Palma; Jonas Gruber; Hugo Gamboa; Roque, A.C.A.. "Design and evolution of an opto-electronic device for VOCs detection". 2018. 10.5220/0006558100480055 Kublanov Vladimir; Dolganov Anton; Hugo Gamboa. "Genetic programming application for features selection in task of arterial hypertension classification". 2017. 10.1109/sibircon.2017.8109954 Kublanov Vladimir; Dolganov Anton; Hugo Gamboa. "On the possibilities of the discriminant analysis for the arterial hypertension diagnosis". 2017. Gamboa, Hugo. "Genetic programming application for features selection in task of arterial hypertension classification". 2017. 10.1109/sibircon.2017.8109954 Gouveia, Élvio Rúbio; Bernardino, Alexandre; Cameirão, Mónica S.; Cardona, John Muñoz; Gonçalves, Afonso; Paulino, Teresa; Sousa, Honorato; et al. "Augmented Human Assistance (AHA) - Active aging · Serious games · Assistive robotics · Augmented reality · Virtual coach". 2017. 10.5220/0008861800200041 Vânia Guimarães; Lourenço Castro; Susana Carneiro; Manuel Monteiro; Tiago Rocha; Marília Barandas; João Reis Machado; et al. "A motion tracking solution for indoor localization using smartphones". 2016. Gamboa, Hugo. "A dataset for the automatic assessment of functional senior fitness tests using kinect and physiological sensors". 2016. 10.1109/TISHW.2016.7847782 Marcus Cheetham; Cátia Cepeda; Hugo Gamboa. "Automated detection of mind wandering". 2016. Gamboa, Hugo. "Automated Detection of Mind Wandering: A Mobile Application". 2016. 10.5220/0005702401980205 Gamboa, Hugo. "Mobile Health App for Biofeedback Response in Physiotherapy - Development and Validation". 2016. 10.5220/0005825405020506 Gonçalo Telo; Hugo Gamboa. "Mobile health app for biofeedback response in physiotherapy". 2016. 10.5220/0005825405020506 Carina Figueira; Ricardo Matias; Hugo Gamboa. "Body location independent Activity monitoring". 2016. Araújo, T.; Anjos, A.; Nunes, N.; Rebelo, P.; Gamboa, H.. "Quadriceps muscle fatigue and comfort generated by neuromuscular electrical stimulation with current modulated waveforms". 2015. Araújo, T.; Dias, P.; Nunes, N.; Gamboa, H.. "Multi-biosignals analysis the effect of peripheral nerve stimulation on skin conductance and heart rate variability". 2015. Gomes, A.L.; Paixão, V.; Gamboa, H.. "Human activity recognition based on novel accelerometry features and hidden markov models application". 2015. Cavaco, C.; Gomes, R.; Gamboa, H.; Matias, R.. "New visualization model for large scale biosignals analysis". 2015. Santos, M.M.; Gomes, A.L.; Gamboa, H.; De Carvalho, M.; Pinto, S.; Quintão, C.. "Electromyographic signal dynamic behavior in neuropathies spectral parameters evaluation and classification". 2015. Machado, I.; Gomes, R.; Gamboa, H.; Paixão, V.. "Human activity recognition from triaxial accelerometer data: Feature extraction and selection methods for clustering of physical activities". 2014. Camara, M.; De Carvalho, M.; Araújo, T.; Gamboa, H.; Quintão, C.. "Coherence and phase locking disruption in electromyograms of patients with amyotrophic lateral sclerosis". 2014. Gamboa, Hugo. "Coherence and Phase Locking Disruption in Electromyograms of Patients with Amyotrophic Lateral Sclerosis". 2014. 10.5220/0004749901630170 Abreu, R.; Sousa, J.; Gamboa, H.. "A signal-independent algorithm for information extraction and signal annotation of long-term records". 2013. Londral, A.; Càmara, M.; Gamboa, H.; De Carvalho, M.; Pinto, A.; Azevedo, L.. "A method to detect keystrokes using accelerometry to quantify typing rate and monitor neurodegenerative progression". 2013. 10.5220/0004638800540059 Costa, N.; Araujo, T.; Nunes, N.; Gamboa, H.. "Multi-purpose electrostimulator software". 2013. Pimentel, A.; Gamboa, H.; Cunha, S.R.; Correia, A.D.. "Algorithm for testing behavioural phenotypes in a zebrafish model of parkinson's disease". 2013. Rebelo, D.; Amma, C.; Gamboa, H.; Schultz, T.. "Human activity recognition for an intelligent knee orthosis". 2013. Araujo, T.; Nunes, N.; Gamboa, H.; Fred, A.. "Distance-based algorithm for biometric applications in meanwaves of subject's heartbeats". 2013. Santinha, J.; Santos, R.; Sousa, J.; Gamboa, H.. "Plux real-time sports evaluation: A new real-time tool for sports evaluation". 2012. Araújo, T.; Nunes, N.; Gamboa, H.. "Miniaturized wireless controlled electrostimulator". 2012. 10.5220/0003772103370340 Gomes, R.; Nunes, N.; Sousa, J.; Gamboa, H.. "Long term biosignals visualization and processing". 2012. Fé, A.; Sousa, J.; Gamboa, H.. "Development of a pulse oximeter and blood pressure measurement device". 2012. 10.5220/0003781402010206 Araújo, T.; Nunes, N.; Quintão, C.; Gamboa, H.. "Localized electroencephalography sensor and detection of evoked potentials". 2012. Santos, R.; Sousa, J.; Sañudo, B.; Marques, C.J.; Gamboa, H.. "Biosignals events detection: A morphological signal-independent approach". 2012. Silva, H.; Sousa, J.; Gamboa, H.. "Study and evaluation of palmar blood volume pulse for heart rate monitoring in a multimodal framework". 2012. Santinha, J.; Sousa, J.; Gamboa, H.; Silva, H.. "Real time dose-response assessment tool applicable in exercise therapy". 2012. Marques, C.J.; Santos, R.; Gamboa, H.; Lampe, F.; Barreiros, J.; Cabri, J.. "Brake response time before and after total knee arthroplasty: Tracking Possible Effects of the Surgery Technique on Motor Performance: Report of Two Cases". 2012. Santos, R.; Sousa, J.; Marques, C.J.; Gamboa, H.; Silva, H.. "Towards emotion related feature extraction based on generalized source-independent event detection". 2012. Simoes, R.; Sousa, J.; Nogueira-Silva, C.; Gamboa, H.. "Optimizing electrode positioning in 3-lead ECG chest devices". 2012. Costa, N.; Araujo, T.; Nunes, N.; Gamboa, H.. "Knowledge Acquisition System based on JSON Schema: Implementation of a HCI for actuation of biosignals acquisition systems". 2012. Chorão, R.; Sousa, J.; Araújo, T.; Gamboa, H.. "A new tool for the analysis of Heart Rate Variability of long duration records". 2012. Canento, F.; Fred, A.; Silva, H.; Gamboa, H.; Lourenço, A.. "Multimodal biosignal sensor data handling for emotion recognition". 2011. 10.1109/ICSENS.2011.6127029 Teixeira, A.; Rocha, N.; Dias, M.S.; Braga, D.; Queirós, A.; Pacheco, O.; Fonseca, J.A.; et al. "A new living lab for usability evaluation of ICT and next generation networks for elderly@home". 2011. Fred, A.; Filipe, J.; Gamboa, H.. "HEALTHINF 2011 - Proceedings of the International Conference on Health Informatics: Foreword". 2011. Nunes, N.; Araújo, T.; Gamboa, H.. "Two-modes cyclic biosignal clustering based on time series analysis". 2011. Sousa, J.; Palma, S.; Silva, H.; Gamboa, H.. "aal@home: A new home care wireless biosignal monitoring tool for ambient assisted living". 2011. Myklebust, H.; Nunes, N.; Hallén, J.; Gamboa, H.. "Morphological analysis of acceleration signals in cross-country skiing: Information extraction and technique transitions detection". 2011. Marques, C.J.; Gamboa, H.; Lampe, F.; Barreiros, J.; Cabri, J.. "Muscle activation thresholds before and after total knee arthroplasty: Protocol of a randomized comparison of minimally invasive vs. standard approach". 2011. Gamboa, H.; Silva, F.; Silva, H.. "Patient tracking system: Continuous monitoring and location solution for ambient assisted living facilities". 2010. 10.4108/ICST.PERVASIVEHEALTH2010.8916 Silva, H.; Silva, F.; Gamboa, H.; Viegas, V.. "Automatic fall detection and alert system - A compact GPS/GSM enabled unit based on accelerometry". 2008. Amarnadh, J.B.; Gamboa, H.; Fred, A.. "User tuned feature selection in keystroke dynamics". 2008. Palma, S.; Silva, H.; Gamboa, H.; Mil-Homens, P.. "Standing jump loft time measurement - An acceleration based method". 2008. Gamboa, H.; Fred, A.L.N.. "Uncertainty based classification fusion - A soft-biometrics test case". 2008. 10.1109/icpr.2008.4761229 Gamboa, H.; Fred, A.L.N.; Jain, A.K.. "Webbiometrics: User verification via web interaction". 2007. 10.1109/BCC.2007.4430552 Gamboa, H.; Fred, A.. "A behavioural biometric system based on human computer interaction". 2004. 10.1117/12.542625 Sapateiro, C.; Gamboa, H.; Gonçalves, N.P.. "Q-online: Integrating a questionnaire system in an organization". 2004. Gamboa, H.; Ferreira, V.. "WIDAM - Web Interaction Display and Monitoring". 2003. Hugo Gamboa; Ana Fred. "Designing intelligent tutoring systems". 2001.
Conference poster	Esteves, Carina; Palma, Susana I. C. J.; Ramou, Efthymia; Gamboa, Hugo; Cebola, Inês; Santos, João; Roque, ACA. "Hybrid gels for optical gas sensing". Paper presented in ILCC2022 28th International Liquid Crystal Conference, 2022. Palma, S.I.C.J.; Esteves, C.; Santos, G.M.C.; Alves, C.; Costa, H.M.A.; Faustino, B.M.; Ferreira, I.; Gamboa, Hugo; Roque, ACA. "Gelatin hybrid gels for artificial olfaction". Paper presented in Ciência 2019, 2019. Palma, S.I.C.J.; Esteves, C.; Santos, G.M.C.; Alves, C.; Moreira, I.P.; Ramou,E.; Leite, F.; et al. "Gas-sensing materials by cooperative self-assembly". Paper presented in Gordon Research Conference: Self-Assembly and Supramolecular Chemistry, 2019. Palma, S.I.C.J.; Santos, G.M.C.; Moreira, I.P.; Osório, D.; Rodrigues, J.M.; Gamboa, Hugo; Roque, ACA. "Design of an opto-electronic nose for non-invasive diagnostics". Paper presented in Summer School CHEM2NATURE ¿Multifunctional biomedical devices¿, 2018. Palma, S.I.C.J.; Pádua, A.C.; Osório, D.; Rodrigues, J.; Santos, G.M.C.; Porteira, A.R.; Roque, ACA; Gamboa, Hugo. "Scalable and easy-to-use system architecture for electronic nose". Paper presented in 12th International Conference on Biomedical Electronics and Devices, 2018. Palma, S.I.C.J.; Esteves, C.; Hussain, A.; Semeano, A.T.; Pina, Ana Sofia; Almeida, J.; Medrado, B.; et al. "Multicomponent hybrid gels as selective gas sensors". Paper presented in International Symposium on Bioinspired Macromolecular Systems (ISBMS), 2017. Palma, S.I.C.J.; Gamboa, Hugo; Silva, Hugo; Mil-Homens, P.. "Vertical Jump Flight Time Measurement: A New Method Based on acceleration Signals". Paper presented in ECSS2007, 2007.
Journal article	Santos, Ricardo; Ribeiro, Bruno; Sousa, Inês; Santos, Jorge; Guede-Fernández, Federico; Dias, Pedro; Carreiro, André V.; et al. "Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources". International Journal of Medical Informatics 182 (2024): 105307. http://dx.doi.org/10.1016/j.ijmedinf.2023.105307. 10.1016/j.ijmedinf.2023.105307 Assunção, Ana; Rodrigues, João; Moniz-Pereira, Vera; Mollaei, Nafiseh; Fujão, Carlos; Veloso, António; Gamboa, Hugo; Carnide, Filomena. "Comparing job rotation plans in the automotive industry: Team Leader's plan vs. Genetic Algorithm". Production and Manufacturing Research (2024): Under revision Duarte Folgado; Marília Barandas; Lorenzo Famiglini; Ricardo Santos; Federico Cabitza; Hugo Gamboa. "Explainability meets uncertainty quantification". Information Fusion 100 (2023): https://novaresearch.unl.pt/en/publications/eacdaeab-b685-46cf-babc-73734d6b6135. 10.1016/j.inffus.2023.101955 Isabel Curioso; Ricardo Santos; Bruno Ribeiro; André Carreiro; Pedro Coelho; José Fragata; Hugo Gamboa. "Addressing the Curse of Missing Data in Clinical Contexts". Journal of King Saud University - Computer and Information Sciences 35 6 (2023): https://novaresearch.unl.pt/en/publications/132a0a1f-68d0-4ba3-bbae-995c1c98779b. 10.1016/j.jksuci.2023.101562 Margarida Antunes; Duarte Folgado; Marília Barandas; André Carreiro; Carla Quintão; Mamede de Carvalho; Hugo Gamboa. "A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diagnosis on surface electromyography". Biomedical Signal Processing and Control 79 (2023): https://novaresearch.unl.pt/en/publications/a3bace1b-a003-4140-b7c2-39fb7d3f51bc. 10.1016/j.bspc.2022.104011 Cabitza, F; Campagner, A; Ronzio, L; Cameli, M; Mandoli, GE; Pastore, MC; Sconfienza, LM; et al. "Rams, hounds and white boxes: Investigating human-AI collaboration protocols in medical diagnosis". ARTIFICIAL INTELLIGENCE IN MEDICINE (2023): 10.1016/j.artmed.2023.102506 Nafiseh Mollaei; Carlos Fujão; João Rodrigues; Catia Cepeda de Vela Bastos; Hugo Gamboa. "Occupational health knowledge discovery based on association rules applied to workers’ body parts protection". Computer Methods in Biomechanics and Biomedical Engineering (2022): https://novaresearch.unl.pt/en/publications/03a8763f-e670-4980-b2a6-bf7a061e75dc. 10.1080/10255842.2022.2152678 Hui Liu; Hugo Gamboa; Tanja Schultz. "Sensor-Based Human Activity and Behavior Research: Where Advanced Sensing and Recognition Technologies Meet". Sensors (2022): https://www.mdpi.com/1424-8220/23/1/125. 10.3390/s23010125 João Manuel Rodrigues; Hui Liu; Duarte Folgado; David Belo; Tanja Schultz; Hugo Gamboa. "Feature-Based Information Retrieval of Multimodal Biosignals with a Self-Similarity Matrix: Focus on Automatic Segmentation". Biosensors (2022): https://www.mdpi.com/2079-6374/12/12/1182. 10.3390/bios12121182 Pedro Matias; Joao Costa; Andre V. Carreiro; Hugo Gamboa; Ines Sousa; Pedro Gomez; Joana Sousa; et al. "Clinically Relevant Sound-based Features in COVID-19 Identification". IEEE Access 10 (2022): 105149-105168. https://novaresearch.unl.pt/en/publications/82372259-fff8-4a2b-90f3-4f1687b7077d. 10.1109/ACCESS.2022.3211295 Nuno Bento; Joana Rebelo; Marília Barandas; André V. Carreiro; ANDREA CAMPAGNER; Federico Cabitza; Hugo Gamboa. "Comparing Handcrafted Features and Deep Neural Representations for Domain Generalization in Human Activity Recognition". Sensors (2022): https://www.mdpi.com/1424-8220/22/19/7324. 10.3390/s22197324 Maria Lua Nunes; Duarte Folgado; Carlos Fujâo; Luís Silva; João Rodrigues; Pedro Matias; Marília Barandas; et al. "Posture Risk Assessment in an Automotive Assembly Line using Inertial Sensors". IEEE Access 10 (2022): 83221-83235. https://novaresearch.unl.pt/en/publications/d1dc8e14-1fc8-4e34-98b5-138248a280d8. 10.1109/ACCESS.2022.3196473 Nafiseh Mollaei; Carlos Fujão; Luís Silva; João Manuel Rodrigues; Catia Cepeda de Vela Bastos; Hugo Gamboa. "Human-Centered Explainable Artificial Intelligence: Automotive Occupational Health Protection Profiles in Prevention Musculoskeletal Symptoms". International Journal of Environmental Research and Public Health (2022): https://www.mdpi.com/1660-4601/19/15/9552. 10.3390/ijerph19159552 Hui Liu; Kun Jiang; Hugo Gamboa; Tingting Xue; Tanja Schultz. "Bell Shape Embodying Zhongyong: The Pitch Histogram of Traditional Chinese Anhemitonic Pentatonic Folk Songs". Applied Sciences (2022): https://www.mdpi.com/2076-3417/12/16/8343. 10.3390/app12168343 William Primett; Hugo Plácido da Silva; Hugo Gamboa. "Sound Feedback for Social Distance: The Case for Public Interventions during a Pandemic". Electronics (2022): https://www.mdpi.com/2079-9292/11/14/2151. 10.3390/electronics11142151 Alexandra Lopes; Daniel F. Noronha Osório; Hugo Silva; Hugo Gamboa. "Equivalent Pipeline Processing for IR-UWB and FMCW Radar Comparison in Vital Signs Monitoring Applications". IEEE Sensors Journal 22 12 (2022): 12028-12035. https://novaresearch.unl.pt/en/publications/0529afdd-d488-41e1-8399-74ed2a2c2dab. 10.1109/JSEN.2022.3173218 Luís Silva; Mariana Dias; Duarte Folgado; Maria Lua Nunes; Praneeth Namburi; Brian Anthony; Diogo Miguel Lopes Carvalho; et al. "Respiratory Inductance Plethysmography to Assess Fatigability during Repetitive Work". Sensors (2022): https://www.mdpi.com/1424-8220/22/11/4247. 10.3390/s22114247 Leonardo Martins; Guede, F.; Rui Valente de Almeida; Hugo Gamboa; P Vieira. "Real-Time Integration of Segmentation Techniques for Reduction of False Positive Rates in Fire Plume Detection Systems during Forest Fires". Remote Sensing (2022): https://www.mdpi.com/2072-4292/14/11/2701. 10.3390/rs14112701 Duarte Folgado; Marília Barandas; Margarida Antunes; Maria Lua Nunes; Hui Liu; Yale Hartmann; Tanja Schultz; Hugo Gamboa. "TSSEARCH". SoftwareX 18 (2022): 1-5. https://novaresearch.unl.pt/en/publications/6c4ef2ee-625c-416f-9452-e50eab58f806. 10.1016/j.softx.2022.101049 Rui Varandas; Rodrigo Lima; Sergi Bermúdez i Badia; Hugo Plácido da Silva; Hugo Gamboa. "Automatic Cognitive Fatigue Detection Using Wearable fNIRS and Machine Learning". Sensors (2022): https://www.mdpi.com/1424-8220/22/11/4010. 10.3390/s22114010 Ana Assunção; Nafiseh Mollaei; João Rodrigues; Carlos Fujão; Daniel Osório; António P. Veloso; Hugo Gamboa; Filomena Carnide. "A genetic algorithm approach to design job rotation schedules ensuring homogeneity and diversity of exposure in the automotive industry". Heliyon 8 5 (2022): https://novaresearch.unl.pt/en/publications/4b2af9ac-6354-4aae-9e75-7368856df80c. 10.1016/j.heliyon.2022.e09396 Patricia Gamboa; Rui Varandas; João Rodrigues; Cátia Cepeda; Quaresma, Claudia; Hugo Gamboa. "Attention Classification Based on Biosignals during Standard Cognitive Tasks for Occupational Domains". Computers (2022): https://www.mdpi.com/2073-431X/11/4/49. 10.3390/computers11040049 Marília Barandas; Duarte Folgado; Ricardo Santos; Raquel Simão; Hugo Gamboa. "Uncertainty-Based Rejection in Machine Learning: Implications for Model Development and Interpretability". Electronics (2022): https://www.mdpi.com/2079-9292/11/3/396. 10.3390/electronics11030396 Rui Varandas; Bernardo Gonçalves; Hugo Gamboa; P Vieira. "Quantified Explainability: Convolutional Neural Network Focus Assessment in Arrhythmia Detection". BioMedInformatics (2022): https://www.mdpi.com/2673-7426/2/1/8. 10.3390/biomedinformatics2010008 Matias, Pedro; Costa, Joao; Carreiro, Andre V.; Gamboa, Hugo; Sousa, Ines; Gomez, Pedro; Sousa, Joana; et al. "Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline". IEEE Access 10 (2022): 105149-105168. http://dx.doi.org/10.1109/access.2022.3211295. 10.1109/access.2022.3211295 Guede, F.; Leonardo Martins; Rui Valente de Almeida; Hugo Gamboa; P Vieira. "A Deep Learning Based Object Identification System for Forest Fire Detection". Fire (2021): https://www.mdpi.com/2571-6255/4/4/75. 10.3390/fire4040075 Dinis Moreira; Marília Barandas; Tiago Rocha; Pedro Alves; Ricardo Santos; Ricardo Leonardo; Pedro Vieira; Hugo Gamboa. "Human Activity Recognition for Indoor Localization Using Smartphone Inertial Sensors". Sensors (2021): https://www.mdpi.com/1424-8220/21/18/6316. 10.3390/s21186316 Pedro Matias; Duarte Folgado; Hugo Gamboa; André V. Carreiro. "Time Series Segmentation Using Neural Networks with Cross-Domain Transfer Learning". Electronics (2021): https://www.mdpi.com/2079-9292/10/15/1805. 10.3390/electronics10151805 Inês Neves; Duarte Folgado; Sara Santos; Marília Barandas; Andrea Campagner; Luca Ronzio; Federico Cabitza; Hugo Gamboa. "Interpretable heartbeat classification using local model-agnostic explanations on ECGs". Computers in Biology and Medicine 133 (2021): https://novaresearch.unl.pt/en/publications/a7f7f44e-c0e5-425b-9355-341c63479d0d. 10.1016/j.compbiomed.2021.104393 Gamboa, Hugo. "Surface electromyography for testing motor dysfunction in amyotrophic lateral sclerosis". Neurophysiologie Clinique (2021): http://dx.doi.org/10.1016/j.neucli.2021.06.001. 10.1016/j.neucli.2021.06.001 Gamboa, Hugo. "Knowledge extraction from pointer movements and its application to detect uncertainty". Heliyon 7 1 (2021): e05873-e05873. http://dx.doi.org/10.1016/j.heliyon.2020.e05873. 10.1016/j.heliyon.2020.e05873 Gamboa, Hugo. "Crowdsourcing-Based Fingerprinting for Indoor Location in Multi-Storey Buildings". IEEE Access 9 (2021): 31143-31160. http://dx.doi.org/10.1109/access.2021.3060123. 10.1109/access.2021.3060123 Pedro Alves; Thaina Saraiva; Marília Barandas; David Duarte; Dinis Moreira; Ricardo Santos; Ricardo Leonardo; Hugo Gamboa; Pedro Vieira. "A Novel Approach for User Equipment Indoor/Outdoor Classification in Mobile Networks". IEEE Access 9 (2021): 162671-162686. https://novaresearch.unl.pt/en/publications/00607a45-3245-4e0a-a699-3cac87bab5db. 10.1109/ACCESS.2021.3130429 Letícia Fernandes; Sara Santos; Marília Barandas; Duarte Folgado; Ricardo Leonardo; Ricardo Santos; André V. Carreiro; Hugo Gamboa. "An Infrastructure-Free Magnetic-Based Indoor Positioning System with Deep Learning". Sensors (2020): https://www.mdpi.com/1424-8220/20/22/6664. 10.3390/s20226664 Miquel Alfaras; William Primett; Muhammad Umair; Charles Windlin; Pavel Karpashevich; Niaz Chalabianloo; Dionne Bowie-DaBreo; et al. "Biosensing and Actuation—Platforms Coupling Body Input-Output Modalities for Affective Technologies". Sensors (2020): https://www.mdpi.com/1424-8220/20/21/5968. 10.3390/s20215968 Catarina Pires; Marília Barandas; Letícia Fernandes; Duarte Folgado; Hugo Gamboa. "Towards Knowledge Uncertainty Estimation for Open Set Recognition". Machine Learning and Knowledge Extraction (2020): https://www.mdpi.com/2504-4990/2/4/28. 10.3390/make2040028 David Belo; Nuno Bento; Hugo Plácido da Silva; Ana Fred; Hugo Gamboa. "ECG Biometrics Using Deep Learning and Relative Score Threshold Classification". Sensors (2020): https://www.mdpi.com/1424-8220/20/15/4078. 10.3390/s20154078 Bento, Nuno; Belo, David; Gamboa, Hugo. "ECG Biometrics Using Spectrograms and Deep Neural Networks". International Journal of Machine Learning and Computing 10 2 (2020): 259-264. http://dx.doi.org/10.18178/ijmlc.2020.10.2.929. 10.18178/ijmlc.2020.10.2.929 Gamboa, Hugo. "Fatigue Evaluation through Machine Learning and a Global Fatigue Descriptor". Journal of Healthcare Engineering (2020): http://dx.doi.org/10.1155/2020/6484129. 10.1155/2020/6484129 Gamboa, Hugo. "TSFEL: Time Series Feature Extraction Library". SoftwareX (2020): http://dx.doi.org/10.1016/j.softx.2020.100456. 10.1016/j.softx.2020.100456 Daniel Noronha Osório; Ricardo Viana-Soares; João Pedro Marto; Marcelo Mendonça; Hugo P. Silva; Quaresma, Claudia; M Viana-Baptista; Hugo Gamboa; Helena L. A. Vieira. "Autonomic nervous system response to remote ischemic conditioning: heart rate variability assessment". BMC Cardiovascular Disorders 19 1 (2019): https://novaresearch.unl.pt/en/publications/b32f35a8-330e-4e5e-aab3-93e41b8cd374. 10.1186/s12872-019-1181-5 Gamboa, Hugo. "Fingerprints and Floor Plans Construction for Indoor Localisation Based on Crowdsourcing". (2019): http://dx.doi.org/10.3390/s19040919. 10.3390/s19040919 Gamboa, Hugo. "A Semi-Automatic Annotation Approach for Human Activity Recognition". (2019): http://dx.doi.org/10.3390/s19030501. 10.3390/s19030501 Catia Cepeda; Ricardo Tonet; Daniel Noronha Osorio; Hugo P. Silva; Edouard Battegay; Marcus Cheetham; Hugo Gamboa. "Latent: A Flexible Data Collection Tool to Research Human Behavior in the Context of Web Navigation". IEEE Access 7 (2019): 77659-77673. https://novaresearch.unl.pt/en/publications/d450c72d-5935-4a53-ab18-44d4576adab4. 10.1109/ACCESS.2019.2916996 Gamboa, Hugo. "SSTS: A syntactic tool for pattern search on time series". (2019): http://dx.doi.org/10.1016/j.ipm.2018.09.001. 10.1016/j.ipm.2018.09.001 Gamboa, Hugo. "Effect of film thickness in gelatin hybrid gels for artificial olfaction". Materials Today Bio (2019): http://dx.doi.org/10.1016/j.mtbio.2019.100002. 10.1016/j.mtbio.2019.100002 Gamboa, Hugo. "Latent: A Flexible Data Collection Tool to Research Human Behavior in the Context of Web Navigation". IEEE Access (2019): http://dx.doi.org/10.1109/access.2019.2916996. 10.1109/access.2019.2916996 Susana I. C. J. Palma; Ana P. Traguedo; Ana R. Porteira; Maria J. Frias; Hugo Gamboa; Roque, A.C.A.. "Machine learning for the meta-analyses of microbial pathogens' volatile signatures". Scientific Reports 8 1 (2018): https://unl.elsevierpure.com/en/publications/86c51757-1c89-424c-b866-114d313281f4. 10.1038/s41598-018-21544-1 Gamboa, Hugo. "Project INSIDE: towards autonomous semi-unstructured human–robot social interaction in autism therapy". (2018): http://dx.doi.org/10.1016/j.artmed.2018.12.003. 10.1016/j.artmed.2018.12.003 Duarte Folgado; Marília Barandas; Ricardo Matias; Rodrigo S. Martins; Miguel Carvalho; Hugo Gamboa. "Time Alignment Measurement for Time Series". Pattern Recognition 81 (2018): 268-279. https://unl.elsevierpure.com/en/publications/30e4bb55-489c-46f9-a2b0-d908b3156c69. 10.1016/j.patcog.2018.04.003 Ricardo Leonardo; Marilia Barandas; Hugo Gamboa. "A framework for infrastructure-free indoor localization based on pervasive sound analysis". IEEE Sensors Journal 18 10 (2018): 4136-4144. https://unl.elsevierpure.com/en/publications/b33ddc1c-10a4-49e0-a80d-eb47fc181d51. 10.1109/JSEN.2018.2817887 David Belo; João Rodrigues; João R. Vaz; Pedro Pezarat-Correia; Hugo Gamboa. "Biosignals learning and synthesis using deep neural networks". BioMedical Engineering Online 16 1 (2017): https://unl.elsevierpure.com/en/publications/e81f956a-a9f3-4013-aa35-ba4fbf6d7258. 10.1186/s12938-017-0405-0 João Rodrigues; David Belo; Hugo Gamboa. "Noise detection on ECG based on agglomerative clustering of morphological features". Computers in Biology and Medicine 87 (2017): 322-334. https://unl.elsevierpure.com/en/publications/77267fc8-c36c-4222-ba52-8ee24cd435ab. 10.1016/j.compbiomed.2017.06.009 Abid Hussain; Ana T.S. Semeano; Susana I.C.J. Palma; Ana S. Pina; José Almeida; Bárbara F. Medrado; Ana C.C.S. Pádua; et al. "Tunable Gas Sensing Gels by Cooperative Assembly". Advanced Functional Materials 27 27 (2017): https://unl.elsevierpure.com/en/publications/8d5ff8c2-1a2c-488f-85c8-26fbd54a2868. 10.1002/adfm.201700803 Gamboa, Hugo. "Comparison of Machine Learning Methods for the Arterial Hypertension Diagnostics". (2017): http://dx.doi.org/10.1155/2017/5985479. 10.1155/2017/5985479 Angela Pimentel; André V Carreiro; Rogério T Ribeiro; Hugo Gamboa. "Screening diabetes mellitus 2 based on electronic health records using temporal features". Health Informatics Journal (2016): https://unl.elsevierpure.com/en/publications/98858e96-159f-4aa3-91cc-5b41633b4a6f. 10.1177/1460458216663023 Angela Pimentel; Ricardo Gomes; Bjørn Harald Olstad; Hugo Gamboa. "A new tool for the automatic detection of muscular voluntary contractions in the analysis of electromyographic signals". Interacting with Computers 27 5 (2015): 492-499. https://unl.elsevierpure.com/en/publications/b9c90e8f-8af7-401c-b6cb-53ece4653f91. 10.1093/iwc/iwv008 Tiago Araújo; Rui Candeias; Neuza Nunes; Hugo Gamboa. "Evaluation of Motor Neuron Excitability by CMAP Scanning with Electric Modulated Current". Neuroscience journal 2015 (2015): https://unl.elsevierpure.com/en/publications/ff9a6ded-80df-4264-a2fa-05bca574267a. 10.1155/2015/360648 Machado, I.P.; Luísa Gomes, A.; Gamboa, H.; Paixão, V.; Costa, R.M.. "Human activity data discovery from triaxial accelerometer sensor: Non-supervised learning sensitivity to feature extraction parametrization". Information Processing and Management 51 2 (2015): 201-214. http://www.scopus.com/inward/record.url?eid=2-s2.0-84922342255&partnerID=MN8TOARS. 10.1016/j.ipm.2014.07.008 M. Barandas; Hugo Gamboa; Jose Fonseca. "A Real Time Biofeedback System Using Visual User Interface for Physical Rehabilitation". Procedia Manufacturing 3 (2015): 823-828. https://unl.elsevierpure.com/en/publications/8d3802a3-d479-4983-be36-4cf8a2217d0e. 10.1016/j.promfg.2015.07.337 TS Araújo; A. Brandão; T Didier; B Bracco; Hugo Gamboa; A Cliquet. "Analysis of descriptive electrophysiological parameters in contralateral interlimb reflexes on tetraplegic patients". Spinal cord 52 12 (2014): 894-900. https://unl.elsevierpure.com/en/publications/ee308f1d-1927-4d50-a111-35b07b48bedb. 10.1038/sc.2014.169 Gamboa, Hugo; Silva, Hugo; Fred, Ana. "HiMotion: a new research resource for the study of behavior, cognition, and emotion". Multimedia Tools and Applications (2013): http://dx.doi.org/10.1007/s11042-013-1602-x. 10.1007/s11042-013-1602-x Gamboa, Hugo. "Novel fiducial and non-fiducial approaches to electrocardiogram-based biometric systems". (2013): 10.1049/iet-bmt.2012.0055 Sañudo B; Feria A; Carrasco L; de Hoyo M; Santos R; Gamboa H. "Gender differences in knee stability in response to whole-body vibration.". (2012): http://europepmc.org/abstract/med/21997457. 10.1519/JSC.0b013e31823b0716 Gamboa, Hugo. "WIRELESS PLATFORM FOR ERGONOMICS EVALUATION OF OCCUPATIONAL BIOMECHANICAL EXPOSURE". (2012): 10.1016/s0021-9290(12)70507-9 Gamboa, Hugo. "Gender Differences in Knee Stability in Response to Whole-Body Vibration". (2012): 10.1519/jsc.0b013e31823b0716 SaÃ±udo, Borja; Feria, Adrian; Carrasco, Luis; de Hoyo, MoisÃ©s; Santos, Rui; Gamboa, Hugo. "Does whole body vibration training affect knee kinematics and neuromuscular control in healthy people?". Journal of Sports Sciences 30 14 (2012): 1537-1544. http://dx.doi.org/10.1080/02640414.2012.713503. 10.1080/02640414.2012.713503 Gamboa, Hugo. "CAN SHOULDER AND WRIST WORKLOAD BE INCREASED BY MORPHOLOGY IN INDUSTRIAL PAINT WORKERS?". (2012): 10.1016/s0021-9290(12)70508-0 Gamboa, Hugo. "ELECTROMYOGRAPHY ONSET DETECTION: NEW METHODOLOGY". (2012): 10.1016/s0021-9290(12)70495-5 Gamboa, Hugo. "DETERMINATION OF THE MINIMUM ACQUISITION TIME FOR OBTAINING MUSCULAR LOAD PROFILE BY APDF FUNCTION". (2012): 10.1016/s0021-9290(12)70506-7 Conceição, A.; Silva, A.; Palma, S.; Silva, H.; Gamboa, H.; Louro, H.. "Electromyography in front crawl technique - case study". Open Sports Sciences Journal 3 1 (2010): 67-69. http://www.scopus.com/inward/record.url?eid=2-s2.0-84926307226&partnerID=MN8TOARS. Gamboa, Hugo. "Interaction of biomechanical and morphological factors on shoulder workload in industrial paint work". (2006): http://dx.doi.org/10.1016/j.clinbiomech.2005.09.010. 10.1016/j.clinbiomech.2005.09.010
Online resource	Barandas, Marília; Gamboa, Hugo. Time Series Subsequence Search Library. 2022. https://github.com/fraunhoferportugal/tssearch.

Intellectual property

Patent

Folgado, Duarte; Barandas, Marília; Miguel Ângelo Carvalho; Gamboa, Hugo. 2022. "METHOD AND DEVICE FOR ASSESSING PHYSICAL MOVEMENT OF AN OPERATOR DURING A WORK CYCLE EXECUTION ON AN INDUSTRIAL MANUFACTURING WORK STATION".
Granted/Issued

Other

Other output

Foreword. 2017. Carlos D. Maciel; Ana Fred; Hugo Gamboa; Mário Vaz. https://unl.elsevierpure.com/en/publications/79eca1db-eff7-460d-9015-886c316d632c.
Foreword. 2017. Egon L. van den Broek; Ana Fred; Hugo Gamboa; Mário Vaz. https://unl.elsevierpure.com/en/publications/fc435de8-c96b-4018-9eae-bc34a7b8de2a.
Preface. 2017. Ana Fred; Hugo Gamboa. https://unl.elsevierpure.com/en/publications/64b696b7-0982-433a-b845-6fcddc8c1216.
Proceedings of the 10th international joint conference on biomedical engineering systems and technologies. 2017. Margarida Silveira; Ana Fred; Hugo Gamboa; Mário Vaz. https://unl.elsevierpure.com/en/publications/77c4ffb0-e30b-424e-a8d3-9cef7a3274f1.
Foreword. 2016. Ana Fred; Hugo Gamboa; James Gilbert; Haim Azhari; Hesham Ali; Carla Quintão; Jan Sliwa; Carolina Ruiz. https://unl.elsevierpure.com/en/publications/7603587e-51e8-4ed9-add3-fbce50e3a715.
Foreword. 2016. Ana Fred; Hugo Gamboa; James Gilbert; Haim Azhari; Hesham Ali; Carla Quintão; Jan Sliwa; Carolina Ruiz. https://unl.elsevierpure.com/en/publications/d1d67359-809b-4c84-9c8d-1620f801b7fd.
Foreword. 2016. Ana Fred; Hugo Gamboa; James Gilbert; Haim Azhari; Hesham Ali; Carla Quintão; Jan Sliwa; Carolina Ruiz. https://unl.elsevierpure.com/en/publications/a00b808d-b459-4827-b938-e04dc3805198.
Foreword. 2016. Ana Fred; Hugo Gamboa; James Gilbert; Haim Azhari; Hesham Ali; Carla Quintão; Jan Sliwa; Carolina Ruiz. https://unl.elsevierpure.com/en/publications/5fb35a4e-227a-48d9-91bf-4b9874313691.
On Applying Approximate Entropy to ECG Signals for Knowledge Discovery on the Example of Big Sensor Data. Lecture Notes in Computer Science. 2012. Holzinger, Andreas; Stocker, Christof; Bruschi, Manuel; Auinger, Andreas; Silva, Hugo; Gamboa, Hugo; Fred, Ana. http://dx.doi.org/10.1007/978-3-642-35236-2_64.
10.1007/978-3-642-35236-2_64
AAL+: Continuous Institutional and Home Care Through Wireless Biosignal Monitoring Systems. Handbook of Digital Homecare. 2011. Silva, Hugo; Palma, Susana; Gamboa, Hugo. http://dx.doi.org/10.1007/8754_2011_25.
10.1007/8754_2011_25

Activities

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2021 - Current	Human Acceptable Artificial Intelligence for Ergonomics Recommendation Supervisor of Phillip Probst	Engenharia Biomédica (PhD) Universidade Nova de Lisboa Departamento de Física, Portugal
2021 - Current	RNNs for operator occupational risk analysis based on multimodal biosignals Supervisor of Mariana Dias	Engenharia Biomédica (PhD) Universidade Nova de Lisboa Departamento de Física, Portugal
2020 - Current	Emotional Regulation Assessment via multi-biosignal processing in a VR environment for neurorehabilitation Co-supervisor	Engenharia Informática (PhD) Universidade da Madeira, Portugal
2020 - Current	EMI Risk Assessment in Medical Device Innovation Process – from design to production Co-supervisor	Engenharia Biomédica Universidade Nova de Lisboa Departamento de Física, Portugal
2019 - 2024	Time Series Explainable Artificial Intelligence Supervisor of Duarte Folgado	Engenharia Biomédica (PhD) Universidade Nova de Lisboa Departamento de Física, Portugal
2017 - 2023/03	Prevention and Diagnostics of Cardiovascular Disorders using Off-the-Person Electrocardiography Co-supervisor	Engenharia Biomédica (PhD) Universidade Nova de Lisboa Departamento de Física, Portugal
2019 - 2023	Uncertainty modeling on classification tasks based on deep learning Supervisor of Marília Barandas	Engenharia Biomédica (PhD) Universidade Nova de Lisboa Departamento de Física, Portugal
2018 - 2023	Recognition of emotion regulation in daily life with smartphone sensor networks for bipolar disorders Co-supervisor	Engenharia Biomédica (PhD) Universidade Nova de Lisboa Departamento de Física, Portugal
2017 - 2023	Occupational Exposure Logging - Mechanisms for visualization, search and inference on individual and collective ergonomic information Supervisor of João Rodrigues	Engenharia Biomédica (PhD) Universidade Nova de Lisboa Departamento de Física, Portugal
2018 - 2022/12	Diagnosis and Prognosis of Occupational disorders based on Machine Learning Techniques applied to Occupational Profiles Supervisor of Nafiseh Mollaei	Engenharia Biomédica (PhD) Universidade Nova de Lisboa Departamento de Física, Portugal
2016 - 2021	Deep Learning for Learning Biosignals Supervisor
2016 - 2021	Making Biosignals Available Co-supervisor
2016 - 2021	Biosignal Processing and Activity Modeling for Multimodal Human Activity Recognition Co-supervisor of Hui Liu
2015 - 2020	Personality Assessment using biosignals and human computer interaction for medical decision making Co-supervisor
2015 - 2020	An opto-electronic device for microbial detection Co-supervisor
2012/01/01 - 2015	Modulation of electrical stimulation applied to human physiology and clinical diagnostic Supervisor

Event organisation

	Event name Type of event (Role)	Institution / Organization
2007 - Current	BIOSTEC Conference Founder and Conference Chair (2007) Conference (President of the Organising Committee)	Universidade Nova de Lisboa, Portugal

Jury of academic degree

	Topic Role	Candidate name (Type of degree) Institution / Organization
2022	A single channel high-resolution snoring signal as a medical tool for obstructive sleep apnoea assessment (Thesis) Main arguer	Tiago Marçal (PhD)
2022	Seamless Multimodal Biometrics for Continuous Personalised Wellbeing Monitoring (Thesis) Main arguer	João Pinto (PhD) Aarhus Universitet, Denmark
2020	Machine learning applied to fall prediction and detection using wearable sensors (Thesis) Main arguer	Joana Silva (PhD) Universidade do Porto, Portugal
2018	Wearable Technology Impact: study through the development of a soft- orthotic device (Thesis) Main arguer	Carlos Diogo Alves da Costa Gonc¸alves (PhD) Universidade do Minho, Portugal
2018	Supporting Physical Training in Healthy Older Adults Throught Biocybernetic Adaptation and Exergaming (Thesis) Main arguer	John Muñoz (PhD) Universidade da Madeira, Portugal
2016	LocoMouse: a novel system for studying the role of cerebellum in gait coordination Thesis Member	Ana Machado (PhD) Universidade Nova de Lisboa, Portugal
2014	Methods and Instrumentation for Non-Invasive Assessment of the Cardiovascular Condition (Thesis) Main arguer	Helena Catarina (PhD)
2011	Remote Vital Signs Monitoring Based on Wireless Sensor Networks (Thesis) Main arguer	Helena Fernandez (PhD) Universidade do Minho, Portugal

Association member

	Society Organization name	Role
2019/03/01 - Current	IEEE (Senior Member)	Senior Member

Journal scientific committee

	Journal title (ISSN)	Publisher
2020 - Current	Sensors (1424-8220)	MDPI
2020 - Current	Signals (2624-6120)	MDPI
2020 - Current	Electronics (2079-9292)	MDPI
2020 - Current	Frontiers in Human Neuroscience - Cognitive Neuroscience (1662-5161)	Frontiers

Other jury / evaluation

	Activity description	Institution / Organization
2017 - 2019	H2020- FETOPEN Evaluator of 10 proposals

Distinctions

Award

2010	Winner of Portugal Entrepreneurship Competition in life sciences panel (as PLUX CEO) ISCTE-Instituto Universitário de Lisboa Audax, Portugal
2010	Biggest Innovation at Hit Barcelona International Innovation Summit, Hong Kong SAR China
2008	“Futuras Promessas” ISA/Millennium BCP granted to the best PhD thesis on Physics, Electronics, Informatics or Biomedical Engineering fields Millennium bcp, Portugal
2007	Finalist of the European Biometric Research Award 2007 European Biometrics Foundation, Belgium