Cristina Soguero Ruiz
Cristina Soguero Ruiz
PhD, Assistant Professor URJC
Dirección de correo verificada de urjc.es
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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
782012
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
662018
Analysis of free text in electronic health records for identification of cancer patient trajectories
K Jensen, C Soguero-Ruiz, KO Mikalsen, RO Lindsetmo, ...
Scientific reports 7 (1), 1-12, 2017
572017
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
542014
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
492018
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
402016
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
352013
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
292015
Ontology for heart rate turbulence domain from the conceptual model of SNOMED-CT
C Soguero-Ruiz, L Lechuga-Suárez, I Mora-Jiménez, J Ramos-López, ...
IEEE Transactions on Biomedical Engineering 60 (7), 1825-1833, 2013
262013
Scaled radial axes for interactive visual feature selection: A case study for analyzing chronic conditions
A Sánchez, C Soguero-Ruiz, I Mora-Jiménez, FJ Rivas-Flores, ...
Expert Systems with Applications 100, 182-196, 2018
202018
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
152018
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
122017
Noisy multi-label semi-supervised dimensionality reduction
KØ Mikalsen, C Soguero-Ruiz, FM Bianchi, R Jenssen
Pattern Recognition 90, 257-270, 2019
112019
Using anchors from free text in electronic health records to diagnose postoperative delirium
KØ Mikalsen, C Soguero-Ruiz, K Jensen, K Hindberg, M Gran, ...
Computer methods and programs in biomedicine 152, 105-114, 2017
102017
Clinical Risk Groups Analysis for Chronic Hypertensive Patients in Terms of ICD9-CM Diagnosis Codes.
J Fernández-Sánchez, C Soguero-Ruiz, P de Miguel-Bohoyo, ...
PhyCS, 13-22, 2017
102017
On the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison
C Soguero-Ruiz, FJ Gimeno-Blanes, I Mora-Jiménez, MP Martínez-Ruiz, ...
Expert Systems with Applications 39 (17), 12772-12783, 2012
102012
Informative variable identifier: Expanding interpretability in feature selection
S Muñoz-Romero, A Gorostiaga, C Soguero-Ruiz, I Mora-Jiménez, ...
Pattern Recognition 98, 107077, 2020
82020
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
82016
Towards semantic interoperability for cardiovascular risk stratification into the electronic health records using archetypes and SNOMED-CT
A Sánchez-Caro, C Soguero-Ruiz, I Mora-Jiménez, L Lechuga, ...
Computing in Cardiology 2014, 497-500, 2014
82014
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
72019
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Artículos 1–20