Margarita Cabrera-Bean

20 papers B 6Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Development of Attention-based Prediction Models for All-cause Mortality, Home Care Need, and Nursing Home Admission in Ageing Adults in Spain Using Longitudinal Electronic Health Record Data.
J. Medical Syst.
Lucia A. Carrasco-Ribelles, Margarita Cabrera-Bean, Sara Khalid, Albert Roso-Llorach, Concepción Violán
2025 B conf
Is Fine-Tuning Useful in EHR-Based Prediction Models? a Use Case on Mortality Prediction with Longitudinal Data from Spanish (SIDIAP) and UK (CPRD) Populations Aged Over 65 Years.
CBMS
Lucia A. Carrasco-Ribelles, Margarita Cabrera-Bean, Albert Prats-Uribe, Sara Khalid, Concepción Violán
2024 — conf
Reinforcement Learning-based UL/DL Splitter for Latency Reduction in Wireless TSN Networks.
VTC Fall
Margarita Cabrera-Bean, Wenli Pan, Josep Vidal
2023 B conf
Contextual Multi-Armed Bandits for Non-Stationary Wireless Network Selection.
GLOBECOM
Lluís Martínez, Josep Vidal, Margarita Cabrera-Bean
2023 J jnl
Optimizing Access Demand for mMTC Traffic Using Neural Networks.
IEEE Trans. Veh. Technol.
Martí Llobet, Margarita Cabrera-Bean, Josep Vidal, Adrian Agustin
2023 J jnl
Prediction models using artificial intelligence and longitudinal data from electronic health records: a systematic methodological review.
J. Am. Medical Informatics Assoc.
Lucia A. Carrasco-Ribelles, Jose Llanes-Jurado, Carlos Gallego-Moll, Margarita Cabrera-Bean, Mònica Monteagudo-Zaragoza, Concepción Violán, Edurne Zabaleta-del-Olmo
2021 — conf
A Multi-Armed Bandit Model for Non-Stationary Wireless Network Selection.
GLOBECOM (Workshops)
Lluís Martínez, Margarita Cabrera-Bean, Josep Vidal
2021 — conf
Correlated Binary Data for Machine Learning.
EUSIPCO
Martí Llobet Turró, Margarita Cabrera-Bean
2021 B conf
Hierarchical Beamforming in Random Access Channels.
GLOBECOM
Adrian Agustin, Josep Vidal, Margarita Cabrera-Bean
2020 — conf
Autoencoders for health improvement by compressing the set of patient features.
EMBC
Margarita Cabrera-Bean, Victor J. Pereira Dos Santos, Albert Roso-Llorach, Sergio Fernández-Bertolín, Josep Vidal, Concepción Violán
2019 J jnl
Unsupervised Ensemble Classification With Correlated Decision Agents.
IEEE Signal Process. Lett.
Margarita Cabrera-Bean, Alba Pagès-Zamora, Carles Diaz-Vilor
2019 J jnl
Unsupervised online clustering and detection algorithms using crowdsourced data for malaria diagnosis.
Pattern Recognit.
Alba Pagès-Zamora, Margarita Cabrera-Bean, Carles Diaz-Vilor
2017 — conf
Counting malaria parasites with a two-stage EM based algorithm using crowsourced data.
EMBC
Margarita Cabrera-Bean, Alba Pagès-Zamora, Carles Diaz-Vilor, Maria Postigo-Camps, Daniel Cuadrado-Sanchez, Miguel Angel Luengo-Oroz
2016 — conf
Impact of noisy annotators' reliability in a crowdsourcing system performance.
EUSIPCO
Margarita Cabrera-Bean, Carles Diaz-Vilor, Josep Vidal
2009 J jnl
On the problems of symbol-spaced tapped-delay-line models for WSSUS channels.
Wirel. Commun. Mob. Comput.
Carlos A. Gutiérrez-Díaz-de-León, Margarita Cabrera-Bean, Matthias Pätzold
2007 B conf
Deterministic Simulation of Flat-Fading MIMO Wireless Channels Under Non-Isotropic Scattering Conditions.
PIMRC
Carlos A. Gutiérrez-Díaz-de-León, Margarita Cabrera-Bean
2007 — conf
On the Problems of Symbol-Spaced Tapped-Delay-Line Models for WSSUS Channels.
VTC Fall
Carlos A. Gutiérrez-Díaz-de-León, Margarita Cabrera-Bean, Matthias Pätzold
2006 B conf
MC-CDMA Based Architecture for the Downlink of Infrastructure WLANs.
PIMRC
Carlos A. Gutiérrez-Díaz-de-León, Jaime Sánchez-García, Margarita Cabrera-Bean, Luis Alberto Gutiérrez Díaz de León
2004 B conf
On the generation of correlated Rayleigh envelopes for representing the variant behavior of the indoor radio propagation channel.
PIMRC
Carlos A. Gutiérrez-Díaz-de-León, Margarita Cabrera-Bean, Jaime Sánchez-García
2001 — conf
Time evolutionary wideband propagation channel model for user positioning in UMTS.
VTC Fall
Margarita Cabrera-Bean, Josep Vidal, Olga Muñoz