Cristina Soguero-Ruiz

Author Info

Name	Affiliation	Papers
CRISTINA SOGUERO-RUIZ	Department of Signal Theory and Communications, Universidad Rey Juan Carlos, Fuenlabrada, Spain	33
Collaborators	Citations	PageRank
70	65	12.73
Referers	Referees	References
180	632	259

Search Limit

100632

Publications (33 rows)

Collaborators (70 rows)

Referers (100 rows)

Referees (100 rows)

Title	Citations	PageRank	Year
Time series cluster kernels to exploit informative missingness and incomplete label information	0	0.34	2021
Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital	0	0.34	2021
Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit.	0	0.34	2020
Modelling Temporal Relationships in Pseudomonas Aeruginosa Antimicrobial Resistance Prediction in Intensive Care Unit.	0	0.34	2020
Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population.	0	0.34	2020
Aplying LSTM Networks to Predict Multi-drug Resistance Using Binary Multivariate Clinical Sequences.	0	0.34	2020
Informative variable identifier: Expanding interpretability in feature selection.	3	0.52	2020
Machine Learning Techniques to Identify Antimicrobial Resistance in the Intensive Care Unit.	0	0.34	2019
Noisy multi-label semi-supervised dimensionality reduction.	2	0.36	2019
Entropic Statistical Description of Big Data Quality in Hotel Customer Relationship Management	0	0.34	2019
Maximizing Interpretability and Cost-Effectiveness of Surgical Site Infection (SSI) Predictive Models Using Feature-Specific Regularized Logistic Regression on Preoperative Temporal Data.	0	0.34	2019
Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events.	0	0.34	2019
Event Analysis on Power Communication Networks With Big Data for Maintenance Forms.	0	0.34	2018
Towards deep anchor learning	0	0.34	2018
Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing Data.	13	0.56	2018
An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Samples.	0	0.34	2018
Scaled radial axes for interactive visual feature selection: A case study for analyzing chronic conditions.	4	0.43	2018
Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks	2	0.37	2018
Using Multi-Anchors To Identify Patients Suffering From Multimorbidities	0	0.34	2018
Using anchors from free text in electronic health records to diagnose postoperative delirium.	2	0.36	2017
L1 Penalized Cox Regression To Characterize Cardiovascular Events In Hypertensive Patients	0	0.34	2017
Modelling Cardiovascular Condition Evolution In Hypertensive Population Using Graph Signal Processing	0	0.34	2017
Support Vector Feature Selection for Early Detection of Anastomosis Leakage from Bag-of-Words in Electronic Health Records.	6	0.45	2016
Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods.	8	0.54	2016
Kernel covariance series smoothing	0	0.34	2015
Data-driven Temporal Prediction of Surgical Site Infection.	2	0.36	2015
Bootstrap resampling feature selection and Support Vector Machine for early detection of Anastomosis Leakage	1	0.36	2014
Statistical nonlinear analysis for reliable promotion decision-making.	2	0.37	2014
Ontology for heart rate turbulence domain from the conceptual model of SNOMED-CT.	3	0.42	2013
Forecasting socioeconomic trends with cell phone records	11	0.59	2013
Deal Effect Curve and Promotional Models - Using Machine Learning and Bootstrap Resampling Test.	1	0.36	2012
On the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison	3	0.47	2012
On the differential benchmarking of promotional efficiency with machine learning modelling (II): Practical applications	2	0.43	2012