Marília Barandas

According to our database, Marília Barandas authored at least 28 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Ensemble Predictors: Possibilistic Combination of Conformal Predictors for Multivariate Time Series Classification.

Andrea Campagner, Marília Barandas, Duarte Folgado, Hugo Gamboa, Federico Cabitza

IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Evidence-based XAI: An empirical approach to design more effective and explainable decision support systems.

Lorenzo Famiglini, Andrea Campagner, Marília Barandas, Giovanni Andrea La Maida, Enrico Gallazzi, Federico Cabitza

Comput. Biol. Medicine, March, 2024

Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram.

Marília Barandas, Lorenzo Famiglini, Andrea Campagner, Duarte Folgado, Raquel Simão, Federico Cabitza, Hugo Gamboa

Inf. Fusion, January, 2024

Meta-learning and Data Augmentation for Stress Testing Forecasting Models.

Ricardo Inácio, Vítor Cerqueira, Marília Barandas, Carlos Soares

CoRR, 2024

Iterative wireless node localization based on Bluetooth and visible light for smart lighting systems.

Marília Barandas, Ricardo Santos, Jorge Filipe, Carlos Silva

Proceedings of the Wireless Telecommunications Symposium, 2024

2023

Explainability meets uncertainty quantification: Insights from feature-based model fusion on multimodal time series.

Duarte Folgado, Marília Barandas, Lorenzo Famiglini, Ricardo Santos, Federico Cabitza, Hugo Gamboa

Inf. Fusion, December, 2023

Exploring Regularization Methods for Domain Generalization in Accelerometer-Based Human Activity Recognition.

Nuno Bento, Joana Rebelo, André V. Carreiro, François Ravache, Marília Barandas

Sensors, July, 2023

A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diagnosis on surface electromyography.

Margarida Antunes, Duarte Folgado, Marília Barandas, André V. Carreiro, Carla Quintão, Mamede de Carvalho, Hugo Gamboa

Biomed. Signal Process. Control., 2023

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

Federico Cabitza, Andrea Campagner, Luca Ronzio, Matteo Cameli, Giulia Elena Mandoli, Maria Concetta Pastore, Luca Maria Sconfienza, Duarte Folgado, Marília Barandas, Hugo Gamboa

Artif. Intell. Medicine, 2023

Study of Uncertainty Quantification Using Multi-Label ECG in Deep Learning Models.

Raquel Simão, Marília Barandas, David Belo, Hugo Gamboa

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

TSSEARCH: Time Series Subsequence Search Library.

Duarte Folgado, Marília Barandas, Margarida Antunes, Maria Lua Nunes, Hui Liu, Yale Hartmann, Tanja Schultz, Hugo Gamboa

SoftwareX, 2022

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

Maria Lua Nunes, Marília Barandas, Hugo Gamboa, Filipe Soares

SIGKDD Explor., 2022

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

Nuno Bento, Joana Rebelo, Marília Barandas, André V. Carreiro, Andrea Campagner, Federico Cabitza, Hugo Gamboa

Sensors, 2022

Posture Risk Assessment in an Automotive Assembly Line Using Inertial Sensors.

Maria Lua Nunes, Duarte Folgado, Carlos Fujão, Luís Silva, João Rodrigues, Pedro Matias, Marília Barandas, André V. Carreiro, Sara C. Madeira, Hugo Gamboa

IEEE Access, 2022

2021

Human Activity Recognition for Indoor Localization Using Smartphone Inertial Sensors.

Dinis Moreira, Marília Barandas, Tiago Rocha, Pedro Alves, Ricardo Santos, Ricardo Leonardo, Pedro Vieira, Hugo Gamboa

Sensors, 2021

Interpretable heartbeat classification using local model-agnostic explanations on ECGs.

Inês Neves, Duarte Folgado, Sara Santos, Marília Barandas, Andrea Campagner, Luca Ronzio, Federico Cabitza, Hugo Gamboa

Comput. Biol. Medicine, 2021

Crowdsourcing-Based Fingerprinting for Indoor Location in Multi-Storey Buildings.

Ricardo Santos, Ricardo Leonardo, Marília Barandas, Dinis Moreira, Tiago Rocha, Pedro Alves, João Pedro Oliveira, Hugo Gamboa

IEEE Access, 2021

A Novel Approach for User Equipment Indoor/Outdoor Classification in Mobile Networks.

Pedro Alves, Thaina Saraiva, Marília Barandas, David Duarte, Dinis Moreira, Ricardo Santos, Ricardo Leonardo, Hugo Gamboa, Pedro Vieira

IEEE Access, 2021

2020

TSFEL: Time Series Feature Extraction Library.

Marília Barandas, Duarte Folgado, Letícia Fernandes, Sara Santos, Mariana Abreu, Patrícia J. Bota, Hui Liu, Tanja Schultz, Hugo Gamboa

SoftwareX, 2020

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

Letícia Fernandes, Sara Santos, Marília Barandas, Duarte Folgado, Ricardo Leonardo, Ricardo Santos, André V. Carreiro, Hugo Gamboa

Sensors, 2020

Towards Knowledge Uncertainty Estimation for Open Set Recognition.

Catarina Pires, Marília Barandas, Letícia Fernandes, Duarte Folgado, Hugo Gamboa

Mach. Learn. Knowl. Extr., 2020

Learning Human Behaviour Patterns by Trajectory and Activity Recognition.

Letícia Fernandes, Marília Barandas, Hugo Gamboa

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.

Ricardo Santos, Marília Barandas, Ricardo Leonardo, Hugo Gamboa

Sensors, 2019

Determination of the Walking Direction of a Pedestrian from Acceleration Data.

Ricardo Leonardo, Gonçalo Rodrigues, Marília Barandas, Pedro Alves, Ricardo Santos, Hugo Gamboa

Proceedings of the 2019 International Conference on Indoor Positioning and Indoor Navigation, 2019

Detailed Human Activity Recognition based on Multiple HMM.

Mariana Abreu, Marília Barandas, Ricardo Leonardo, Hugo Gamboa

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018

Time Alignment Measurement for Time Series.

Duarte Folgado, Marília Barandas, Ricardo Matias, Rodrigo Martins, Miguel A. F. Carvalho, Hugo Gamboa

Pattern Recognit., 2018

2016

A motion tracking solution for indoor localization using smartphones.

Vânia Guimarães, Lourenco Castro, Susana Carneiro, Manuel Monteiro, Tiago Rocha, Marília Barandas, João Machado, Maria João M. Vasconcelos, Hugo Gamboa, Dirk Elias

Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2016

2014

Upper Body Joint Angle Measurements for Physical Rehabilitation Using Visual Feedback.

Marília Barandas, Hugo Gamboa, José Manuel Fonseca

Proceedings of the Physiological Computing Systems, 2014