| 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 | 154 | 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 | 104 | 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 | 103 | 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 | 95 | 2012 |
| Digital signal processing with Kernel methods JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari, G Camps-Valls John Wiley & Sons, 2018 | 92 | 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 | 81 | 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 | 61 | 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 | 47 | 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 | 44 | 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 | 34 | 2020 |
| Noisy multi-label semi-supervised dimensionality reduction KØ Mikalsen, C Soguero-Ruiz, FM Bianchi, R Jenssen Pattern Recognition 90, 257-270, 2019 | 33 | 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 | 31 | 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 | 30 | 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 | 28 | 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 | 27 | 2018 |
| 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 | 25 | 2013 |
| 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 | 23 | 2017 |
| 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 | 21 | 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 | 17 | 2020 |
| 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 | 17 | 2019 |
Inmaculada Mora JiménezProfessor of Electrical and Computer Engineering, Rey Juan Carlos University (Madrid)Verified email at urjc.es
