Cristina Soguero-Ruiz

Signal Theory and Communications Department, University Rey Juan Carlos, Camino del Molino s/n, Fuenlabrada, 28943 Madrid, Spain

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Papers52 papers

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Logistic LASSO and Elastic Net to Characterize Vitamin D Deficiency in a Hypertensive Obese Population

Rafael Garcia-Carretero, Luis Vigil-Medina,Oscar Barquero-Perez,Inmaculada Mora-Jimenez,Cristina Soguero-Ruiz,Rebeca Goya-Esteban,Javier Ramos-Lopez

METABOLIC SYNDROME AND RELATED DISORDERS, no. 2.0 (2020): 79.0-85

WOSBibtex

Aplying LSTM Networks to Predict Multi-drug Resistance Using Binary Multivariate Clinical Sequences

Sergio Martínez-Agüero,Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez,Antonio Garcia Marques,Cristina Soguero-Ruíz

STAIRS@ECAI, (2020)

EIBibtex

On the Differential Analysis of Enterprise Valuation Methods as a Guideline for Unlisted Companies Assessment (I): Empowering Discounted Cash Flow Valuation

Germania Vayas-Ortega,Cristina Soguero-Ruiz,José-Luis Rojo-Álvarez,Francisco-Javier Gimeno-Blanes

Applied Sciences, no. 17 (2020): 5875

Bibtex

On the Differential Analysis of Enterprise Valuation Methods as a Guideline for Unlisted Companies Assessment (II): Applying Machine-Learning Techniques for Unbiased Enterprise Value Assessment

Germania Vayas-Ortega,Cristina Soguero-Ruiz, Margarita Rodríguez-Ibáñez,José-Luis Rojo-Álvarez,Francisco-Javier Gimeno-Blanes

APPLIED SCIENCES-BASEL, no. 15 (2020): 5334

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Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps

David Chushig-Muzo,Cristina Soguero-Ruiz, A. P. Engelbrecht, Pablo De Miguel Bohoyo,Inmaculada Mora-Jimenez

IEEE ACCESS, (2020): 137019-137031

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A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs

Mikalsen Karl Øyvind,Soguero-Ruiz Cristina,Jenssen Robert

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Informative variable identifier: Expanding interpretability in feature selection

Sergio Muñoz-Romero,Arantza Gorostiaga,Cristina Soguero-Ruíz,Inmaculada Mora-Jiménez,José Luis Rojo-Álvarez

Pattern Recognition, (2020): 107077

Cited by3EIBibtex

Visually guided classification trees for analyzing chronic patients

Cristina Soguero-Ruiz,Inmaculada Mora-Jiménez, Miguel A Mohedano-Munoz, Manuel Rubio-Sanchez, Pablo de Miguel-Bohoyo, Alberto Sanchez

BMC Bioinformatics, no. suppl (2020): 1-19

Cited by1WOSBibtex

Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population

Rafael Garcia-Carretero, Luis Vigil-Medina,Inmaculada Mora-Jimenez,Cristina Soguero-Ruiz,Oscar Barquero-Perez,Javier Ramos-Lopez

Medical & Biological Engineering & Computing, no. 5 (2020): 991-1002

WOSEIBibtex

Prevalencia y características clínicas de la esteatohepatitis no alcohólica en una población con hipertensión arterial esencial

R. García-Carretero,O. Barquero-Pérez,I. Mora-Jiménez,C. Soguero-Ruiz,R. Goya-Esteban, C. Rodríguez-Castro,J. Ramos-López

Hipertensión y Riesgo Vascular, no. 3 (2019): 130-136

Bibtex

Towards Organization Management Using Exploratory Screening and Big Data Tests: A Case Study of the Spanish Red Cross

Margarita Rodriguez-Ibanez, Sergio Munoz-Romero,Cristina Soguero-Ruiz,Francisco-Javier Gimeno-Blanes,Jose Luis Rojo-Alvarez

IEEE Access, (2019): 80661-80674

Bibtex

Time series cluster kernels to exploit informative missingness and incomplete label information

Mikalsen Karl Øyvind,Soguero-Ruiz Cristina,Bianchi Filippo Maria, Revhaug Arthur,Jenssen Robert

Bibtex

Machine Learning Techniques to Identify Antimicrobial Resistance in the Intensive Care Unit

Sergio Martínez-Agüero,Inmaculada Mora-Jiménez, Jon Lérida-García, Joaquín Álvarez-Rodríguez,Cristina Soguero-Ruíz

ENTROPY, no. 6 (2019): 603

EIWOSBibtex

Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events

Rafael Garcia-Carretero,Oscar Barquero-Perez,Inmaculada Mora-Jimenez,Cristina Soguero-Ruiz,Rebeca Goya-Esteban,Javier Ramos-Lopez

Medical & Biological Engineering & Computing, no. 9 (2019): 2011-2026

WOSEIBibtex

Prevalence and clinical features of non-alcoholic steatohepatitis in a hypertensive population

R. García-Carretero,O. Barquero-Pérez,I. Mora-Jiménez,C. Soguero-Ruiz,R. Goya-Esteban, C. Rodríguez-Castro,J. Ramos-López

Hipertensión y Riesgo Vascular, (2019)

WOSBibtex

Entropic Statistical Description of Big Data Quality in Hotel Customer Relationship Management

Lydia González-Serrano, Pilar Talón-Ballestero,Sergio Muñoz-Romero,Cristina Soguero-Ruiz,José Luis Rojo-Álvarez

ENTROPY, no. 4 (2019): 419

EIWOSBibtex

Maximizing Interpretability and Cost-Effectiveness of Surgical Site Infection (SSI) Predictive Models Using Feature-Specific Regularized Logistic Regression on Preoperative Temporal Data

Primoz Kocbek, Nino Fijacko,Cristina Soguero-Ruiz, Karl Øyvind Mikalsen,Uros Maver, Petra Povalej Brzan, Andraz Stozer,Robert Jenssen,Stein Olav Skrøvseth,Gregor Stiglic

Computational and mathematical methods in medicine, (2019): 2059851-13

WOSEIBibtex

Noisy multi-label semi-supervised dimensionality reduction

Karl Øyvind Mikalsen,Cristina Soguero-Ruíz,Filippo Maria Bianchi,Robert Jenssen

Pattern Recognition, (2019): 257-270

Cited by6EIBibtex

Event Analysis on Power Communication Networks With Big Data for Maintenance Forms

Juan Ramón Feijoo-Martínez,Sergio Muñoz-Romero,Cristina Soguero-Ruíz, Mario Castro-Fernandez,José Luis Rojo-Álvarez

IEEE ACCESS, (2018): 72263.0-72274.0

EIBibtex

On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients

Cristina Soguero-Ruiz, Ana Alberca Díaz-Plaza, Pablo de Miguel-Bohoyo,Javier Ramos-López,Manuel Rubio-Sánchez,Alberto Sánchez,Inmaculada Mora-Jiménez

IWBBIO, pp.135-148, (2018)

Cited by1EIBibtex

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