Marília Barandas

38 papers B 1C 2Journal 24Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Benchmarking deep neural representations for synthetic data evaluation. Intell. Syst. Appl. Nuno Bento, Joana Rebelo, Marília Barandas
2025	—	`conf`	Conformal Prediction for ECG Interpretation: A Study on Human-AI Collaboration in Clinical Decision Support. AIME (1) Duarte Folgado, Lorenzo Famiglini, Andrea Campagner, Hélder Dores, Marília Barandas, Hugo Gamboa, Federico Cabitza
2025	—	`conf`	MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models. ECML/PKDD (10) Ricardo Inácio, Vítor Cerqueira, Marília Barandas, Carlos Soares
2025	J	`jnl`	Mast: interpretable stress testing via meta-learning for forecasting model robustness evaluation. Mach. Learn. Ricardo Inácio, Vítor Cerqueira, Marília Barandas, Carlos Soares
2025	B	`conf`	Meta-learning and Data Augmentation for Stress Testing Forecasting Models. IDA Ricardo Inácio, Vítor Cerqueira, Marília Barandas, Carlos Soares
2025	—	`conf`	Routine Pattern Learning and Anomaly Detection Applied to Lone Workers Through Topic Modeling. BIOSTEC (1) Ana Cravidão Pereira, Marília Barandas, Hugo Gamboa
2025	—	`conf`	Subgroup Discovery Using Model Uncertainty: A Feasibility Study. EPIA (1) Ana Cravidão Pereira, Duarte Folgado, Marília Barandas, Carlos Soares, André V. Carreiro
2025	J	`jnl`	pyMDMA: Multimodal data metrics for auditing real and synthetic datasets. SoftwareX Ivo S. Façoco, Joana Rebelo, Pedro Matias, Nuno Bento, Ana C. Morgado, Ana Sampaio, Luís Rosado, Marília Barandas
2024	J	`jnl`	Ensemble Predictors: Possibilistic Combination of Conformal Predictors for Multivariate Time Series Classification. IEEE Trans. Pattern Anal. Mach. Intell. Andrea Campagner, Marília Barandas, Duarte Folgado, Hugo Gamboa, Federico Cabitza
2024	J	`jnl`	Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram. Inf. Fusion Marília Barandas, Lorenzo Famiglini, Andrea Campagner, Duarte Folgado, Raquel Simão, Federico Cabitza, Hugo Gamboa
2024	J	`jnl`	Evidence-based XAI: An empirical approach to design more effective and explainable decision support systems. Comput. Biol. Medicine Lorenzo Famiglini, Andrea Campagner, Marília Barandas, Giovanni Andrea La Maida, Enrico Gallazzi, Federico Cabitza
2024	—	`conf`	Iterative wireless node localization based on Bluetooth and visible light for smart lighting systems. WTS Marília Barandas, Ricardo Santos, Jorge Filipe, Carlos Silva
2024	J	`jnl`	Meta-learning and Data Augmentation for Stress Testing Forecasting Models. CoRR Ricardo Inácio, Vítor Cerqueira, Marília Barandas, Carlos Soares
2023	J	`jnl`	A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diagnosis on surface electromyography. Biomed. Signal Process. Control. Margarida Antunes, Duarte Folgado, Marília Barandas, André V. Carreiro, Carla Quintão, Mamede de Carvalho, Hugo Gamboa
2023	—	`conf`	CORKI: A Correlation-Driven Imputation Method for Partial Annotation Scenarios in Multi-label Clinical Problems. PKDD/ECML Workshops (4) Ricardo Santos, Bruno Ribeiro, Isabel Curioso, Marília Barandas, André V. Carreiro, Hugo Gamboa, Pedro Coelho, José Fragata, Inês Sousa
2023	J	`jnl`	Explainability meets uncertainty quantification: Insights from feature-based model fusion on multimodal time series. Inf. Fusion Duarte Folgado, Marília Barandas, Lorenzo Famiglini, Ricardo Santos, Federico Cabitza, Hugo Gamboa
2023	J	`jnl`	Exploring Regularization Methods for Domain Generalization in Accelerometer-Based Human Activity Recognition. Sensors Nuno Bento, Joana Rebelo, André V. Carreiro, François Ravache, Marília Barandas
2023	J	`jnl`	Rams, hounds and white boxes: Investigating human-AI collaboration protocols in medical diagnosis. Artif. Intell. Medicine Federico Cabitza, Andrea Campagner, Luca Ronzio, Matteo Cameli, Giulia Elena Mandoli, Maria Concetta Pastore, Luca Maria Sconfienza, Duarte Folgado, Marília Barandas, Hugo Gamboa
2023	—	`conf`	Study of Uncertainty Quantification Using Multi-Label ECG in Deep Learning Models. BIOSIGNALS Raquel Simão, Marília Barandas, David Belo, Hugo Gamboa
2023	—	`—`	Uncertainty in machine learning a safety perspective on biomedical applications Marília Barandas
2022	J	`jnl`	Acoustic Structural Integrity Assessment of Ceramics using Supervised Machine Learning and Uncertainty-Based Rejection. SIGKDD Explor. Maria Lua Nunes, Marília Barandas, Hugo Gamboa, Filipe Soares
2022	J	`jnl`	Comparing Handcrafted Features and Deep Neural Representations for Domain Generalization in Human Activity Recognition. Sensors Nuno Bento, Joana Rebelo, Marília Barandas, André V. Carreiro, Andrea Campagner, Federico Cabitza, Hugo Gamboa
2022	J	`jnl`	Posture Risk Assessment in an Automotive Assembly Line Using Inertial Sensors. IEEE Access Maria Lua Nunes, Duarte Folgado, Carlos Fujão, Luís Silva, João Rodrigues, Pedro Matias, Marília Barandas, André V. Carreiro, Sara C. Madeira, Hugo Gamboa
2022	J	`jnl`	TSSEARCH: Time Series Subsequence Search Library. SoftwareX Duarte Folgado, Marília Barandas, Margarida Antunes, Maria Lua Nunes, Hui Liu, Yale Hartmann, Tanja Schultz, Hugo Gamboa
2021	J	`jnl`	A Novel Approach for User Equipment Indoor/Outdoor Classification in Mobile Networks. IEEE Access Pedro Alves, Thaina Saraiva, Marília Barandas, David Duarte, Dinis Moreira, Ricardo Santos, Ricardo Leonardo, Hugo Gamboa, Pedro Vieira
2021	J	`jnl`	Crowdsourcing-Based Fingerprinting for Indoor Location in Multi-Storey Buildings. IEEE Access Ricardo Santos, Ricardo Leonardo, Marília Barandas, Dinis Moreira, Tiago Rocha, Pedro Alves, João Pedro Oliveira, Hugo Gamboa
2021	J	`jnl`	Human Activity Recognition for Indoor Localization Using Smartphone Inertial Sensors. Sensors Dinis Moreira, Marília Barandas, Tiago Rocha, Pedro Alves, Ricardo Santos, Ricardo Leonardo, Pedro Vieira, Hugo Gamboa
2021	J	`jnl`	Interpretable heartbeat classification using local model-agnostic explanations on ECGs. Comput. Biol. Medicine Inês Neves, Duarte Folgado, Sara Santos, Marília Barandas, Andrea Campagner, Luca Ronzio, Federico Cabitza, Hugo Gamboa
2020	J	`jnl`	An Infrastructure-Free Magnetic-Based Indoor Positioning System with Deep Learning. Sensors Letícia Fernandes, Sara Santos, Marília Barandas, Duarte Folgado, Ricardo Leonardo, Ricardo Santos, André V. Carreiro, Hugo Gamboa
2020	—	`conf`	Learning Human Behaviour Patterns by Trajectory and Activity Recognition. BIOSIGNALS Letícia Fernandes, Marília Barandas, Hugo Gamboa
2020	J	`jnl`	TSFEL: Time Series Feature Extraction Library. SoftwareX Marília Barandas, Duarte Folgado, Letícia Fernandes, Sara Santos, Mariana Abreu, Patrícia J. Bota, Hui Liu, Tanja Schultz, Hugo Gamboa
2020	J	`jnl`	Towards Knowledge Uncertainty Estimation for Open Set Recognition. Mach. Learn. Knowl. Extr. Catarina Pires, Marília Barandas, Letícia Fernandes, Duarte Folgado, Hugo Gamboa
2019	—	`conf`	Detailed Human Activity Recognition based on Multiple HMM. BIOSIGNALS Mariana Abreu, Marília Barandas, Ricardo Leonardo, Hugo Gamboa
2019	C	`conf`	Determination of the Walking Direction of a Pedestrian from Acceleration Data. IPIN Ricardo Leonardo, Gonçalo Rodrigues, Marília Barandas, Pedro Alves, Ricardo Santos, Hugo Gamboa
2019	J	`jnl`	Fingerprints and Floor Plans Construction for Indoor Localisation Based on Crowdsourcing. Sensors Ricardo Santos, Marília Barandas, Ricardo Leonardo, Hugo Gamboa
2018	J	`jnl`	Time Alignment Measurement for Time Series. Pattern Recognit. Duarte Folgado, Marília Barandas, Ricardo Matias, Rodrigo Martins, Miguel A. F. Carvalho, Hugo Gamboa
2016	C	`conf`	A motion tracking solution for indoor localization using smartphones. IPIN Vânia Guimarães, Lourenco Castro, Susana Carneiro, Manuel Monteiro, Tiago Rocha, Marília Barandas, João Machado, Maria João M. Vasconcelos, Hugo Gamboa, Dirk Elias
2014	—	`conf`	Upper Body Joint Angle Measurements for Physical Rehabilitation Using Visual Feedback. PhyCS (Selected Papers) Marília Barandas, Hugo Gamboa, José Manuel Fonseca