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ORCIDHugo Gamboa
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Publications
- 2024
[j42]Marília Barandas
, Lorenzo Famiglini, Andrea Campagner, Duarte Folgado, Raquel Simão, Federico Cabitza, Hugo Gamboa:
Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram. Inf. Fusion 101: 101978 (2024)- 2023
- [j36]Federico Cabitza, Andrea Campagner, Luca Ronzio, Matteo Cameli, Giulia Elena Mandoli, Maria Concetta Pastore, Luca Maria Sconfienza, Duarte Folgado, Marília Barandas, Hugo Gamboa:
Rams, hounds and white boxes: Investigating human-AI collaboration protocols in medical diagnosis. Artif. Intell. Medicine 138: 102506 (2023) - [j35]Margarida Antunes, Duarte Folgado, Marília Barandas, André V. Carreiro, Carla Quintão, Mamede de Carvalho, Hugo Gamboa:
A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diagnosis on surface electromyography. Biomed. Signal Process. Control. 79(Part): 104011 (2023) - [j34]Duarte Folgado, Marília Barandas, Lorenzo Famiglini, Ricardo Santos, Federico Cabitza, Hugo Gamboa:
Explainability meets uncertainty quantification: Insights from feature-based model fusion on multimodal time series. Inf. Fusion 100: 101955 (2023) - [c91]Raquel Simão, Marília Barandas, David Belo, Hugo Gamboa:
Study of Uncertainty Quantification Using Multi-Label ECG in Deep Learning Models. BIOSIGNALS 2023: 252-259 - 2022
- [j31]Maria Lua Nunes, Duarte Folgado, Carlos Fujão, Luís Silva, João Rodrigues, Pedro Matias, Marília Barandas, André V. Carreiro, Sara C. Madeira, Hugo Gamboa:
Posture Risk Assessment in an Automotive Assembly Line Using Inertial Sensors. IEEE Access 10: 83221-83235 (2022) - [j25]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 22(19): 7324 (2022) - [j24]Maria Lua Nunes, Marília Barandas, Hugo Gamboa, Filipe Soares:
Acoustic Structural Integrity Assessment of Ceramics using Supervised Machine Learning and Uncertainty-Based Rejection. SIGKDD Explor. 24(2): 105-113 (2022) - [j23]Duarte Folgado, Marília Barandas, Margarida Antunes, Maria Lua Nunes, Hui Liu, Yale Hartmann, Tanja Schultz, Hugo Gamboa:
TSSEARCH: Time Series Subsequence Search Library. SoftwareX 18: 101049 (2022) - 2021
- [j22]Ricardo Santos, Ricardo Leonardo, Marília Barandas, Dinis Moreira, Tiago Rocha, Pedro Alves, João Pedro Oliveira, Hugo Gamboa:
Crowdsourcing-Based Fingerprinting for Indoor Location in Multi-Storey Buildings. IEEE Access 9: 31143-31160 (2021) - [j21]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: 162671-162686 (2021) - [j20]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. Comput. Biol. Medicine 133: 104393 (2021) - [j19]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 21(18): 6316 (2021) - 2020
- [j18]Catarina Pires, Marília Barandas, Letícia Fernandes, Duarte Folgado, Hugo Gamboa:
Towards Knowledge Uncertainty Estimation for Open Set Recognition. Mach. Learn. Knowl. Extr. 2(4): 505-532 (2020) - [j15]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 20(22): 6664 (2020) - [j14]Marília Barandas, Duarte Folgado, Letícia Fernandes, Sara Santos, Mariana Abreu, Patrícia J. Bota, Hui Liu, Tanja Schultz, Hugo Gamboa:
TSFEL: Time Series Feature Extraction Library. SoftwareX 11: 100456 (2020) - [c68]Letícia Fernandes, Marília Barandas, Hugo Gamboa:
Learning Human Behaviour Patterns by Trajectory and Activity Recognition. BIOSIGNALS 2020: 220-227 - 2019
- [j9]Ricardo Santos, Marília Barandas, Ricardo Leonardo, Hugo Gamboa:
Fingerprints and Floor Plans Construction for Indoor Localisation Based on Crowdsourcing. Sensors 19(4): 919 (2019) - [c58]Mariana Abreu, Marília Barandas, Ricardo Leonardo, Hugo Gamboa:
Detailed Human Activity Recognition based on Multiple HMM. BIOSIGNALS 2019: 171-178 - [c54]Ricardo Leonardo, Gonçalo Rodrigues, Marília Barandas, Pedro Alves, Ricardo Santos, Hugo Gamboa:
Determination of the Walking Direction of a Pedestrian from Acceleration Data. IPIN 2019: 1-6 - 2018
- [j7]Duarte Folgado, Marília Barandas, Ricardo Matias, Rodrigo Martins, Miguel A. F. Carvalho, Hugo Gamboa:
Time Alignment Measurement for Time Series. Pattern Recognit. 81: 268-279 (2018) - 2016
- [c44]Vânia Guimarães, Lourenco Castro, Susana Carneiro, Manuel Monteiro, Tiago Rocha, Marília Barandas, João Machado, Maria João M. Vasconcelos, Hugo Gamboa, Dirk Elias:
A motion tracking solution for indoor localization using smartphones. IPIN 2016: 1-8 - 2014
- [c35]Marília Barandas, Hugo Gamboa, José Manuel Fonseca:
Upper Body Joint Angle Measurements for Physical Rehabilitation Using Visual Feedback. PhyCS (Selected Papers) 2014: 91-104
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