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Cristina Soguero Ruiz
Cristina Soguero Ruiz
Associate Professor URJC
Verified email at urjc.es
Title
Cited by
Cited by
Year
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
1352018
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
912018
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
902017
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
902012
Digital signal processing with Kernel methods
JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari, G Camps-Valls
John Wiley & Sons, 2018
822018
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-Álvarez, SO Skrøvseth, ...
IEEE journal of biomedical and health informatics 20 (5), 1404-1415, 2014
712014
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
582016
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
422015
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
402013
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
282018
Noisy multi-label semi-supervised dimensionality reduction
KØ Mikalsen, C Soguero-Ruiz, FM Bianchi, R Jenssen
Pattern Recognition 90, 257-270, 2019
272019
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 (5), 991-1002, 2020
252020
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
252013
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
232018
Informative variable identifier: Expanding interpretability in feature selection
S Muñoz-Romero, A Gorostiaga, C Soguero-Ruiz, I Mora-Jiménez, ...
Pattern Recognition 98, 107077, 2020
222020
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
222019
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
222017
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
172016
Maximizing interpretability and cost-effectiveness of Surgical Site Infection (SSI) predictive models using feature-specific regularized logistic regression on preoperative …
P Kocbek, N Fijacko, C Soguero-Ruiz, KØ Mikalsen, U Maver, ...
Computational and mathematical methods in medicine 2019, 2019
152019
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
132020
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