Determination of the Walking Direction of a Pedestrian from Acceleration Data. - Ricardo Leonardo; Gonçalo Rodrigues; Marília Barandas; Pedro Alves; Ricardo Santos 006; Hugo Gamboa (IPIN, 2019)

Fingerprints and Floor Plans Construction for Indoor Localisation Based on Crowdsourcing. - Ricardo Santos 006; Marília Barandas; Ricardo Leonardo; Hugo Gamboa (Sensors, 2019)

An Infrastructure-Free Magnetic-Based Indoor Positioning System with Deep Learning. - Letícia Fernandes; Sara Santos; Marília Barandas; Duarte Folgado; Ricardo Leonardo; Ricardo Santos 006; André V. Carreiro; Hugo Gamboa (Sensors, 2020)

A Novel Approach for User Equipment Indoor/Outdoor Classification in Mobile Networks. - Pedro Alves; Thaina Saraiva; Marília Barandas; David Duarte; Dinis Moreira; Ricardo Santos 006; Ricardo Leonardo; Hugo Gamboa; Pedro Vieira 001 (IEEE Access, 2021)

Crowdsourcing-Based Fingerprinting for Indoor Location in Multi-Storey Buildings. - Ricardo Santos 006; Ricardo Leonardo; Marília Barandas; Dinis Moreira; Tiago Rocha; Pedro Alves; João Pedro Oliveira 001; Hugo Gamboa (IEEE Access, 2021)

Human Activity Recognition for Indoor Localization Using Smartphone Inertial Sensors. - Dinis Moreira; Marília Barandas; Tiago Rocha; Pedro Alves; Ricardo Santos 006; Ricardo Leonardo; Pedro Vieira 001; Hugo Gamboa (Sensors, 2021)

Pattern Recognition and Classification of Low-Intensity Emotions from Physiological Data. - Isabel Curioso; Bruno Ribeiro 009; Pedro Matias 002; Ricardo Santos 006; Joana Sousa; João Ferreira; Hugo Gamboa; David Belo (CBMS, 2023)

INCOGNITUS: A Toolbox for Automated Clinical Notes Anonymization. - Bruno Ribeiro 009; Vitor Rolla; Ricardo Santos 006 (EACL (System Demonstrations), 2023)

Unravelling Heterogeneity: A Hybrid Machine Learning Approach to Predict Post-discharge Complications in Cardiothoracic Surgery. - Bruno Ribeiro 009; Isabel Curioso; Ricardo Santos 006; Federico Guede-Fernández; Pedro Coelho; Jorge Santos; José Fragata; Ana Londral; Inês Sousa (EPIA (2), 2023)

CORKI: A Correlation-Driven Imputation Method for Partial Annotation Scenarios in Multi-label Clinical Problems. - Ricardo Santos 006; Bruno Ribeiro 009; Isabel Curioso; Marília Barandas; André V. Carreiro; Hugo Gamboa; Pedro Coelho; José Fragata; Inês Sousa (PKDD/ECML Workshops (4), 2023)

A Risk Prediction Framework to Optimize Remote Patient Monitoring Following Cardiothoracic Surgery. - Ricardo Santos 006; Bruno Ribeiro 009; Pedro Dias; Isabel Curioso; Pedro Madeira 001; Federico Guede-Fernández; Jorge Santos; Pedro Coelho; Inês Sousa; Ana Londral (ECML/PKDD (7), 2023)

Addressing the Curse of Missing Data in Clinical Contexts: A Novel Approach to Correlation-based Imputation. - Isabel Curioso; Ricardo Santos 006; Bruno Ribeiro 009; André V. Carreiro; Pedro Coelho; José Fragata; Hugo Gamboa (J. King Saud Univ. Comput. Inf. Sci., 2023)

Explainability meets uncertainty quantification: Insights from feature-based model fusion on multimodal time series. - Duarte Folgado; Marília Barandas; Lorenzo Famiglini; Ricardo Santos 006; Federico Cabitza; Hugo Gamboa (Inf. Fusion, 2023)

Iterative wireless node localization based on Bluetooth and visible light for smart lighting systems. - Marília Barandas; Ricardo Santos 006; Jorge Filipe; Carlos Silva (WTS, 2024)

Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches. - Hemaxi Narotamo; Mariana Dias; Ricardo Santos 006; André V. Carreiro; Hugo Gamboa; Margarida Silveira (Biomed. Signal Process. Control., 2024)

Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources. - Ricardo Santos 006; Bruno Ribeiro 009; Inês Sousa; Jorge Santos; Federico Guede-Fernández; Pedro Dias; André V. Carreiro; Hugo Gamboa; Pedro Coelho; José Fragata; Ana Londral (Int. J. Medical Informatics, 2024)

Improving Representation Learning of Complex Critical Care Data with ICU-BERT. - Ricardo Santos 006; André V. Carreiro; Xi Peng; Hugo Gamboa; Holger Fröhlich (CoRR, 2025)