Marília Barandas

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 26

Top Topics

Supervised Machine Learning

Activity Recognition

Automatic Diagnosis

Top Venues

Publications

Marília Barandas, Ricardo Santos, Jorge Filipe, Carlos Silva
Iterative wireless node localization based on Bluetooth and visible light for smart lighting systems. WTS (2024)
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 (2024)
Ricardo Inácio, Vítor Cerqueira, Marília Barandas, Carlos Soares
Meta-learning and Data Augmentation for Stress Testing Forecasting Models. CoRR (2024)
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 (2024)
Raquel Simão, Marília Barandas, David Belo, Hugo Gamboa
Study of Uncertainty Quantification Using Multi-Label ECG in Deep Learning Models. BIOSIGNALS (2023)
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 (2023)
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) (2023)
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 (2023)
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) (2023)
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 (2022)
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) (2022)
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 (2022)
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) (2022)
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)
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 (2021)
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 (2021)
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) (2021)
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 (2020)
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) (2020)
Letícia Fernandes, Marília Barandas, Hugo Gamboa
Learning Human Behaviour Patterns by Trajectory and Activity Recognition. BIOSIGNALS (2020)
Catarina Pires, Marília Barandas, Letícia Fernandes, Duarte Folgado, Hugo Gamboa
Towards Knowledge Uncertainty Estimation for Open Set Recognition. Mach. Learn. Knowl. Extr. 2 (4) (2020)
Ricardo Santos, Marília Barandas, Ricardo Leonardo, Hugo Gamboa
Fingerprints and Floor Plans Construction for Indoor Localisation Based on Crowdsourcing. Sensors 19 (4) (2019)
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)
Mariana Abreu, Marília Barandas, Ricardo Leonardo, Hugo Gamboa
Detailed Human Activity Recognition based on Multiple HMM. BIOSIGNALS (2019)
Duarte Folgado, Marília Barandas, Ricardo Matias, Rodrigo Martins, Miguel A. F. Carvalho, Hugo Gamboa
Time Alignment Measurement for Time Series. Pattern Recognit. 81 (2018)
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)
Marília Barandas, Hugo Gamboa, José Manuel Fonseca
Upper Body Joint Angle Measurements for Physical Rehabilitation Using Visual Feedback. PhyCS (Selected Papers) (2014)