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Marília Barandas
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2020 – today
- 2024
- [j19]Lorenzo Famiglini
, Andrea Campagner, Marília Barandas
, Giovanni Andrea La Maida, Enrico Gallazzi
, Federico Cabitza:
Evidence-based XAI: An empirical approach to design more effective and explainable decision support systems. Comput. Biol. Medicine 170: 108042 (2024) - [j18]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) - [c7]Marília Barandas, Ricardo Santos, Jorge Filipe, Carlos Silva:
Iterative wireless node localization based on Bluetooth and visible light for smart lighting systems. WTS 2024: 1-7 - [i1]Ricardo Inácio, Vítor Cerqueira, Marília Barandas, Carlos Soares:
Meta-learning and Data Augmentation for Stress Testing Forecasting Models. CoRR abs/2406.17008 (2024) - 2023
- [j17]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) - [j16]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) - [j15]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) - [j14]Nuno Bento
, Joana Rebelo
, André V. Carreiro
, François Ravache, Marília Barandas
:
Exploring Regularization Methods for Domain Generalization in Accelerometer-Based Human Activity Recognition. Sensors 23(14): 6511 (2023) - [c6]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
- [j13]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) - [j12]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) - [j11]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) - [j10]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
- [j9]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) - [j8]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) - [j7]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) - [j6]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
- [j5]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) - [j4]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) - [j3]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) - [c5]Letícia Fernandes
, Marília Barandas, Hugo Gamboa
:
Learning Human Behaviour Patterns by Trajectory and Activity Recognition. BIOSIGNALS 2020: 220-227
2010 – 2019
- 2019
- [j2]Ricardo Santos
, Marília Barandas
, Ricardo Leonardo
, Hugo Gamboa
:
Fingerprints and Floor Plans Construction for Indoor Localisation Based on Crowdsourcing. Sensors 19(4): 919 (2019) - [c4]Mariana Abreu
, Marília Barandas, Ricardo Leonardo
, Hugo Gamboa
:
Detailed Human Activity Recognition based on Multiple HMM. BIOSIGNALS 2019: 171-178 - [c3]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
- [j1]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
- [c2]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
- [c1]Marília Barandas
, Hugo Gamboa
, José Manuel Fonseca:
Upper Body Joint Angle Measurements for Physical Rehabilitation Using Visual Feedback. PhyCS (Selected Papers) 2014: 91-104
Coauthor Index
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last updated on 2024-07-24 21:33 CEST by the dblp team
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