Cristina Soguero Ruiz
Cristina Soguero Ruiz
Associate Professor URJC
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Using big data from customer relationship management information systems to determine the client profile in the hotel sector
P Talón-Ballestero, L González-Serrano, C Soguero-Ruiz, ...
Tourism Management 68, 187-197, 2018
Analysis of free text in electronic health records for identification of cancer patient trajectories
K Jensen, C Soguero-Ruiz, K Oyvind Mikalsen, RO Lindsetmo, ...
Scientific reports 7 (1), 1-12, 2017
Time series cluster kernel for learning similarities between multivariate time series with missing data
KØ Mikalsen, FM Bianchi, C Soguero-Ruiz, R Jenssen
Pattern Recognition 76, 569-581, 2018
Estimation of urban commuting patterns using cellphone network data
V Frias-Martinez, C Soguero, E Frias-Martinez
Proceedings of the ACM SIGKDD international workshop on urban computing, 9-16, 2012
Digital signal processing with Kernel methods
JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari, G Camps-Valls
John Wiley & Sons, 2018
Support vector feature selection for early detection of anastomosis leakage from bag-of-words in electronic health records
C Soguero-Ruiz, K Hindberg, JL Rojo-Alvarez, SO Skrøvseth, ...
IEEE journal of biomedical and health informatics 20 (5), 1404-1415, 2014
Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods
C Soguero-Ruiz, K Hindberg, I Mora-Jiménez, JL Rojo-Álvarez, ...
Journal of biomedical informatics 61, 87-96, 2016
Data-driven temporal prediction of surgical site infection
C Soguero-Ruiz, WME Fei, R Jenssen, KM Augestad, JLR Álvarez, ...
AMIA Annual Symposium Proceedings 2015, 1164, 2015
Forecasting socioeconomic trends with cell phone records
V Frias-Martinez, C Soguero-Ruiz, E Frias-Martinez, M Josephidou
Proceedings of the 3rd ACM Symposium on Computing for Development, 1-10, 2013
Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population
R Garcia-Carretero, L Vigil-Medina, I Mora-Jimenez, C Soguero-Ruiz, ...
Medical & biological engineering & computing 58, 991-1002, 2020
Noisy multi-label semi-supervised dimensionality reduction
KØ Mikalsen, C Soguero-Ruiz, FM Bianchi, R Jenssen
Pattern Recognition 90, 257-270, 2019
Scaled radial axes for interactive visual feature selection: A case study for analyzing chronic conditions
A Sánchez, C Soguero-Ruíz, I Mora-Jiménez, FJ Rivas-Flores, ...
Expert Systems with Applications 100, 182-196, 2018
Machine learning techniques to identify antimicrobial resistance in the intensive care unit
S Martínez-Agüero, I Mora-Jiménez, J Lérida-García, J Álvarez-Rodríguez, ...
Entropy 21 (6), 603, 2019
Informative variable identifier: Expanding interpretability in feature selection
S Muñoz-Romero, A Gorostiaga, C Soguero-Ruiz, I Mora-Jiménez, ...
Pattern Recognition 98, 107077, 2020
Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks
AS Strauman, FM Bianchi, KØ Mikalsen, M Kampffmeyer, C Soguero-Ruiz, ...
2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018
Cystatin C as a predictor of cardiovascular outcomes in a hypertensive population
R Garcia-Carretero, L Vigil-Medina, O Barquero-Perez, R Goya-Esteban, ...
Journal of human hypertension 31 (12), 801-807, 2017
Ontology for heart rate turbulence domain from the conceptual model of SNOMED-CT
C Soguero-Ruiz, L Lechuga-Suarez, I Mora-Jimenez, J Ramos-Lopez, ...
IEEE Transactions on Biomedical Engineering 60 (7), 1825-1833, 2013
Prediction of healthcare associated infections in an intensive care unit using machine learning and big data tools
P Revuelta-Zamorano, A Sánchez, JL Rojo-Álvarez, J Álvarez-Rodríguez, ...
XIV Mediterranean Conference on Medical and Biological Engineering and …, 2016
Data-driven visual characterization of patient health-status using electronic health records and self-organizing maps
D Chushig-Muzo, C Soguero-Ruiz, AP Engelbrecht, PDM Bohoyo, ...
IEEE Access 8, 137019-137031, 2020
A big data approach to customer relationship management strategy in hospitality using multiple correspondence domain description
L González-Serrano, P Talón-Ballestero, S Muñoz-Romero, ...
Applied Sciences 11 (1), 256, 2020
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Artículos 1–20