| 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 | 211 | 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), 46226, 2017 | 158 | 2017 |
| Digital signal processing with Kernel methods JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari, G Camps-Valls John Wiley & Sons, 2018 | 123 | 2018 |
| 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 | 121 | 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 | 108 | 2012 |
| 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 | 104 | 2014 |
| Quality, usability, and effectiveness of mHealth apps and the role of artificial intelligence: current scenario and challenges A Deniz-Garcia, H Fabelo, AJ Rodriguez-Almeida, G Zamora-Zamorano, ... Journal of Medical Internet Research 25, e44030, 2023 | 90 | 2023 |
| 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 | 84 | 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 | 79 | 2015 |
| 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 | 62 | 2019 |
| 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 | 58 | 2020 |
| 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 | 48 | 2013 |
| Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance S Martínez-Agüero, C Soguero-Ruiz, JM Alonso-Moral, I Mora-Jiménez, ... Future Generation Computer Systems 133, 68-83, 2022 | 42 | 2022 |
| Informative variable identifier: Expanding interpretability in feature selection S Muñoz-Romero, A Gorostiaga, C Soguero-Ruiz, I Mora-Jiménez, ... Pattern Recognition 98, 107077, 2020 | 42 | 2020 |
| Noisy multi-label semi-supervised dimensionality reduction KØ Mikalsen, C Soguero-Ruiz, FM Bianchi, R Jenssen Pattern Recognition 90, 257-270, 2019 | 42 | 2019 |
| 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 | 40 | 2018 |
| Sentiment analysis of political tweets from the 2019 Spanish elections M Rodríguez-Ibáñez, FJ Gimeno-Blanes, PM Cuenca-Jiménez, ... IEEE Access 9, 101847-101862, 2021 | 39 | 2021 |
| 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 | 37 | 2020 |
| Synthetic patient data generation and evaluation in disease prediction using small and imbalanced datasets AJ Rodriguez-Almeida, H Fabelo, S Ortega, A Deniz, FJ Balea-Fernandez, ... IEEE journal of biomedical and health informatics 27 (6), 2670-2680, 2022 | 35 | 2022 |
| 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 | 34 | 2017 |
Inmaculada Mora JiménezProfessor of Electrical and Computer Engineering, Rey Juan Carlos University (Madrid)E-mail confirmado em urjc.es