A New Spread Spectrum Watermarking Method with Self-Synchronization Capabilities. - I. Mora-Jiménez; Ángel Navia-Vázquez (ICIP, 2000)

Real-time high density people counter using morphological tools. - Antonio Albiol; Inmaculada Mora; Valery Naranjo (IEEE Trans. Intell. Transp. Syst., 2001)

A Trainable Classifier via k Nearest Neighbors. - I. Mora-Jiménez; Abdelouahid Lyhyaoui; Jerónimo Arenas-García; Ángel Navia-Vázquez; Aníbal R. Figueiras-Vidal (HIS, 2002)

On problem-oriented kernel refining. - Emilio Parrado-Hernández; Jerónimo Arenas-García; I. Mora-Jiménez; Ángel Navia-Vázquez (Neurocomputing, 2003)

Growing support vector classifiers with controlled complexity. - Emilio Parrado-Hernández; I. Mora-Jiménez; Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal; Ángel Navia-Vázquez (Pattern Recognit., 2003)

A universal learning rule that minimizes well-formed cost functions. - Inmaculada Mora-Jiménez; Jesús Cid-Sueiro (IEEE Trans. Neural Networks, 2005)

Path Efficiency in Mobile Ad-Hoc Networks. - Antonio J. Caamaño; Juan J. Vinagre; Inmaculada Mora; Carlos Figuera; Javier Ramos 001 (ISWCS, 2006)

Improving performance of neural classifiers via selective reduction of target levels. - I. Mora-Jiménez; Aníbal R. Figueiras-Vidal (Neurocomputing, 2009)

Heart Rate Turbulence Denoising Using Support Vector Machines. - José Luis Rojo-Álvarez; Óscar Barquero-Pérez; I. Mora-Jiménez; Estrella Everss; Ana Belén Rodríguez-González; Arcadi García-Alberola (IEEE Trans. Biomed. Eng., 2009)

Nonparametric Model Comparison and Uncertainty Evaluation for Signal Strength Indoor Location. - Carlos Figuera; Inmaculada Mora-Jiménez; Alicia Guerrero-Curieses; José Luis Rojo-Álvarez; Estrella Everss; Mark Richard Wilby; Javier Ramos-López (IEEE Trans. Mob. Comput., 2009)

Heart Rate Variability on 7-Day Holter Monitoring Using a Bootstrap Rhythmometric Procedure. - Rebeca Goya-Esteban; Inmaculada Mora-Jiménez; José Luis Rojo-Álvarez; Óscar Barquero-Pérez; Francisco J. Pastor-Pérez; Sergio Manzano-Fernández; Domingo A. Pascual-Figal; Arcadi García-Alberola (IEEE Trans. Biomed. Eng., 2010)

End-to-End Average BER in Multihop Wireless Networks over Fading Channels. - Eduardo Morgado; Inmaculada Mora-Jiménez; Juan J. Vinagre; Javier Ramos 001; Antonio J. Caamaño (IEEE Trans. Wirel. Commun., 2010)

Vehicular Sensor Networks in congested traffic: Linking STV field reconstruction and communications channel. - E. del Arco; Eduardo Morgado; Julio Ramiro-Bargueño; I. Mora-Jiménez; Antonio J. Caamaño (ITSC, 2011)

Multivariate spatial clustering of traffic accidents for local profiling of risk factors. - Carlos Figuera; J. M. Lillo; I. Mora-Jiménez; José Luis Rojo-Álvarez; Antonio J. Caamaño (ITSC, 2011)

Time-Space Sampling and Mobile Device Calibration for WiFi Indoor Location Systems. - Carlos Figuera; José Luis Rojo-Álvarez; Inmaculada Mora-Jiménez; Alicia Guerrero-Curieses; Mark Richard Wilby; Javier Ramos-López (IEEE Trans. Mob. Comput., 2011)

Fundamental frequency estimation in atrial fibrillation signals using correntropy and Fourier Organization Analysis. - Óscar Barquero-Pérez; Leif Sörnmo; Rebeca Goya-Esteban; I. Mora-Jiménez; Arcadio García-Alberola; José Luis Rojo-Álvarez (CIP, 2012)

Deal Effect Curve and Promotional Models - Using Machine Learning and Bootstrap Resampling Test. - Cristina Soguero-Ruíz; Francisco Javier Gimeno-Blanes; Inmaculada Mora-Jiménez; María Pilar Martínez-Ruiz; José Luis Rojo-Álvarez (ICPRAM (2), 2012)

Message-passing algorithms for link monitoring. - Giancarlo Pastor; Inmaculada Mora-Jiménez; Eduardo Morgado; Antonio J. Caamaño (ISWCS, 2012)

On the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison. - Cristina Soguero-Ruíz; Francisco Javier Gimeno-Blanes; Inmaculada Mora-Jiménez; María Pilar Martínez-Ruiz; José Luis Rojo-Álvarez (Expert Syst. Appl., 2012)

On the differential benchmarking of promotional efficiency with machine learning modelling (II): Practical applications. - Cristina Soguero-Ruíz; Francisco Javier Gimeno-Blanes; Inmaculada Mora-Jiménez; María Pilar Martínez-Ruiz; José Luis Rojo-Álvarez (Expert Syst. Appl., 2012)

Advanced support vector machines for 802.11 indoor location. - Carlos Figuera; José Luis Rojo-Álvarez; Mark Richard Wilby; Inmaculada Mora-Jiménez; Antonio J. Caamaño (Signal Process., 2012)

Digital recovery of biomedical signals from binary images. - Margarita Sanromán-Junquera; Inmaculada Mora-Jiménez; Antonio J. Caamaño; J. Almendral; Felipe Alonso Atienza; L. Castilla; Arcadi García-Alberola; José Luis Rojo-Álvarez (Signal Process., 2012)

Physiological Feature Analysis in Heart Rate Turbulence using LASSO Model. - Óscar Barquero-Pérez; Rebeca Goya-Esteban; Carlos Figuera; Inmaculada Mora-Jiménez; Arcadi García-Alberola; José Luis Rojo-Álvarez (CinC, 2013)

Medium Access Probability in Uniform Networks with General Propagation Models. - Giancarlo Pastor; Inmaculada Mora-Jiménez; Antonio J. Caamaño; Riku Jaentti (ISWCS, 2013)

Sparsity-Based Criteria for Entropy Measures. - Giancarlo Pastor; Inmaculada Mora-Jiménez; Riku Jaentti; Antonio J. Caamaño (ISWCS, 2013)

Weaning outcome prediction from heterogeneous time series using Normalized Compression Distance and Multidimensional Scaling. - J. M. Lillo-Castellano; I. Mora-Jiménez; Ricardo Santiago-Mozos; José Luis Rojo-Álvarez; Julio Ramiro-Bargueño; A. Algora-Weber (Expert Syst. Appl., 2013)

Ontology for Heart Rate Turbulence Domain From The Conceptual Model of SNOMED-CT. - Cristina Soguero-Ruíz; Luis Lechuga-Suárez; Inmaculada Mora-Jiménez; Javier Ramos-López; Óscar Barquero-Pérez; Arcadi García-Alberola; José Luis Rojo-Álvarez (IEEE Trans. Biomed. Eng., 2013)

Bootstrap resampling feature selection and Support Vector Machine for early detection of Anastomosis Leakage. - Cristina Soguero-Ruíz; Kristian Hindberg; José Luis Rojo-Álvarez; Stein Olav Skrøvseth; Fred Godtliebsen; Kim Mortensen; Arthur Revhaug; Rolv-Ole Lindsetmo; Inmaculada Mora-Jiménez; Knut Magne Augestad; Robert Jenssen (BHI, 2014)

Cardiac Arrhythmia Discrimination using Evolutionary Computation. - Juan Francisco Martín-García; Inmaculada Mora-Jiménez; Arcadio García-Alberola; José Luis Rojo-Álvarez (CinC, 2014)

Towards Semantic Interoperability for Cardiovascular Risk Stratification into the Electronic Health Records Using Archetypes and SNOMED-CT. - Alfonso Sánchez-Caro; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; Luis Lechuga-Suárez; Javier Ramos-López; Arcadio García-Alberola; Pablo Serrano-Balazote; José Luis Rojo-Álvarez (CinC, 2014)

Log-cumulants-based Edgeworth expansion for skew-distributed aggregate interference. - Giancarlo Pastor; Inmaculada Mora-Jiménez; Antonio J. Caamaño; Riku Jaentti (ISWCS, 2014)

Statistical nonlinear analysis for reliable promotion decision-making. - Cristina Soguero-Ruíz; Francisco Javier Gimeno-Blanes; Inmaculada Mora-Jiménez; María Pilar Martínez-Ruiz; José Luis Rojo-Álvarez (Digit. Signal Process., 2014)

Data-driven Temporal Prediction of Surgical Site Infection. - Cristina Soguero-Ruíz; Fei Wang 001; Robert Jenssen; Knut Magne Augestad; José Luis Rojo-Álvarez; Inmaculada Mora-Jiménez; Rolv-Ole Lindsetmo; Stein Olav Skrøvseth (AMIA, 2015)

Big-Data Analytics for Arrhythmia Classification using Data Compression and Kernel Methods. - José María Lillo-Castellano; Inmaculada Mora-Jiménez; Rafael Moreno-González; María Monserrat-García-de-Pablo; Arcadi García-Alberola; José Luis Rojo-Álvarez (CinC, 2015)

Spectral Analysis of Electroanatomical Maps for Spatial Bandwidth Estimation as Support to Ablation. - Margarita Sanromán-Junquera; Inmaculada Mora-Jiménez; Arcadio García-Alberola; José Luis Rojo-Álvarez (CinC, 2015)

Effect of Interpolation on Electroanatomical Mapping. - Margarita Sanromán-Junquera; Raquel Díaz-Valencia; Arcadio García-Alberola; José Luis Rojo-Álvarez; Inmaculada Mora-Jiménez (CinC, 2015)

Web Application for Data Exchange and Follow-up in Heart Rate Turbulence. - Cristina Soguero-Ruíz; Alfonso Sánchez-Caro; Inmaculada Mora-Jiménez; Luis Lechuga-Suárez; Arcadi García-Alberola; José Luis Rojo-Álvarez (CinC, 2015)

Log-cumulant matching approximation of heavy-tailed-distributed aggregate interference. - Giancarlo Pastor; Inmaculada Mora-Jiménez; Antonio J. Caamaño; Riku Jäntti (ICC, 2015)

Traffic sign segmentation and classification using statistical learning methods. - J. M. Lillo-Castellano; I. Mora-Jiménez; Carlos Figuera-Pozuelo; José Luis Rojo-Álvarez (Neurocomputing, 2015)

Symmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services. - J. M. Lillo-Castellano; I. Mora-Jiménez; Ricardo Santiago-Mozos; Fernando Chavarría-Asso; A. Cano-Gonzalez; Arcadio García-Alberola; José Luis Rojo-Álvarez (IEEE J. Biomed. Health Informatics, 2015)

Sparse Vehicular Sensor Networks for Traffic Dynamics Reconstruction. - Eduardo del Arco-Fernández-Cano; Eduardo Morgado; Mihaela I. Chidean; Julio Ramiro-Bargueno; Inmaculada Mora-Jiménez; Antonio J. Caamaño (IEEE Trans. Intell. Transp. Syst., 2015)

Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts. - Fernando Lozano-Fernández; Inmaculada Mora-Jiménez; Margarita Sanromán-Junquera; Sergio Muñoz-Romero; Arcadio García-Alberola; José Luis Rojo-Álvarez (CinC, 2016)

An Approach to New Methods for Digital Processing on Optical Mapping Sequences and Electrical Mapping. - Sergio Muñoz-Romero; Margarita Sanromán-Junquera; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; Raúl Caulier-Cisterna; Javier Moreno-Planas; Jorge García-Quintanilla; Arcadi García-Alberola; José Luis Rojo-Álvarez (CinC, 2016)

Influence of Normalization on the Analysis of Electroanatomical Maps with Manifold Harmonics. - Margarita Sanromán-Junquera; Inmaculada Mora-Jiménez; Arcadio García-Alberola; Antonio Caamaño-Fernández; José Luis Rojo-Álvarez (IWBBIO, 2016)

Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods. - Cristina Soguero-Ruíz; Kristian Hindberg; Inmaculada Mora-Jiménez; José Luis Rojo-Álvarez; Stein Olav Skrøvseth; Fred Godtliebsen; Kim Mortensen; Arthur Revhaug; Rolv-Ole Lindsetmo; Knut Magne Augestad; Robert Jenssen (J. Biomed. Informatics, 2016)

Asymptotic Expansions for Heavy-Tailed Data. - Giancarlo Pastor; Inmaculada Mora-Jiménez; Antonio J. Caamaño; Riku Jäntti (IEEE Signal Process. Lett., 2016)

L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients. - Rafael García-Carretero; Óscar Barquero-Pérez; Inmaculada Mora-Jiménez; Cristina Soguero-Ruíz; Rebeca Goya-Esteban; Antonio G. Marques; Javier Ramos 001 (CinC, 2017)

Modeling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing. - Antonio G. Marques; Cristina Soguero-Ruíz; Javier Ramos 001; Inmaculada Mora-Jiménez; Rebeca Goya-Esteban; Rafael García-Carretero; Óscar Barquero-Pérez (CinC, 2017)

Clinical Risk Groups Analysis for Chronic Hypertensive Patients in Terms of ICD9-CM Diagnosis Codes. - Javier Fernández-Sánchez; Cristina Soguero-Ruíz; Pablo de Miguel-Bohoyo; Francisco Javier Rivas-Flores; Ángel Gómez-Delgado; Francisco Javier Gutiérrez-Expósito; Inmaculada Mora-Jiménez (PhyCS, 2017)

An Improved Secure Image Transmission Technique via Mosaic Images by Nearly Reversible Color Transformations. - Freddy Acosta Buenaño; Gonzalo Fernando Olmedo Cifuentes; Inmaculada Mora-Jiménez; José Luis Rojo-Álvarez (SIGMAP, 2017)

On the Influence of Heart Rate and Coupling Interval Prematurity on Heart Rate Turbulence. - Óscar Barquero-Pérez; Carlos Figuera; Rebeca Goya-Esteban; Inmaculada Mora-Jiménez; Francisco Javier Gimeno-Blanes; Pablo Laguna; Juan Pablo Martínez 001; Eduardo Gil; Leif Sörnmo; Arcadio García-Alberola; José Luis Rojo-Álvarez (IEEE Trans. Biomed. Eng., 2017)

Using multi-anchors to identify patients suffering from multimorbidities. - Karl Øyvind Mikalsen; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; Isabel Caballero-López-Fando; Robert Jenssen (BIBM, 2018)

On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients. - Cristina Soguero-Ruíz; Ana Alberca Díaz-Plaza; Pablo de Miguel-Bohoyo; Javier Ramos-López; Manuel Rubio-Sánchez; Alberto Sánchez 001; Inmaculada Mora-Jiménez (IWBBIO (2), 2018)

A Data-Driven Model Based on Support Vector Machine to Identify Chronic Hypertensive and Diabetic Patients. - Cristina Soguero-Ruíz; Pablo de Miguel-Bohoyo; Inmaculada Mora-Jiménez (PhyCS (Selected Papers), 2018)

Data Amount Reduction in Mosaic Image Transmission Techniques for Digital Interactive Television Applications. - Freddy Acosta Buenaño; Inmaculada Mora-Jiménez; Gonzalo F. Olmedo; José Luis Rojo-Álvarez (IEEE Access, 2018)

Scaled radial axes for interactive visual feature selection: A case study for analyzing chronic conditions. - Alberto Sánchez 001; Cristina Soguero-Ruíz; I. Mora-Jiménez; Francisco Javier Rivas-Flores; Dirk J. Lehmann; Manuel Rubio-Sánchez (Expert Syst. Appl., 2018)

Classifying cardiac arrhythmic episodes via data compression. - J. M. Lillo-Castellano; José Luis Rojo-Álvarez; Fernando Chavarría-Asso; Arcadio García-Alberola; María Martín-Méndez; I. Mora-Jiménez (Neurocomputing, 2018)

Arrhythmia Mechanism and Scaling Effect on the Spectral Properties of Electroanatomical Maps With Manifold Harmonics. - Margarita Sanromán-Junquera; Inmaculada Mora-Jiménez; Arcadio García-Alberola; A. J. Caamano-Fernandez; Beatriz Trénor; José Luis Rojo-Álvarez (IEEE Trans. Biomed. Eng., 2018)

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, 2019)

Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events. - Rafael García-Carretero; Óscar Barquero-Pérez; Inmaculada Mora-Jiménez; Cristina Soguero-Ruíz; Rebeca Goya-Esteban; Javier Ramos 001 (Medical Biol. Eng. Comput., 2019)

Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis. - Cristina Soguero-Ruíz; Natalia Alonso-Arteaga; Sergio Muñoz-Romero; José Luis Rojo-Álvarez; Manuel Rubio-Sánchez; Isabel Caballero López-Fajardo; Inmaculada Mora-Jiménez (BIBM, 2020)

Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit. - Óscar Escudero-Arnanz; Inmaculada Mora-Jiménez; Sergio Martínez-Agüero; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruíz (AAI4H@ECAI, 2020)

Modelling Temporal Relationships in Pseudomonas Aeruginosa Antimicrobial Resistance Prediction in Intensive Care Unit. - Álvar Hernández-Carnerero; Miquel Sànchez-Marrè; Inmaculada Mora-Jiménez; Cristina Soguero-Ruíz; Sergio Martínez-Agüero; Joaquín Álvarez-Rodríguez (AAI4H@ECAI, 2020)

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)

Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps. - David Chushig-Muzo; Cristina Soguero-Ruíz; Andries P. Engelbrecht; Pablo de Miguel-Bohoyo; Inmaculada Mora-Jiménez (IEEE Access, 2020)

Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification. - Mohammed El-Yaagoubi; Inmaculada Mora-Jiménez; Younes Jabrane; Sergio Muñoz-Romero; José Luis Rojo-Álvarez; Juan Antonio Pareja-Grande (Inf., 2020)

Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population. - Rafael García-Carretero; Luis Vigil-Medina; Inmaculada Mora-Jiménez; Cristina Soguero-Ruíz; Óscar Barquero-Pérez; Javier Ramos-López (Medical Biol. Eng. Comput., 2020)

Informative variable identifier: Expanding interpretability in feature selection. - Sergio Muñoz-Romero; Arantza Gorostiaga; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; José Luis Rojo-Álvarez (Pattern Recognit., 2020)

Visually guided classification trees for analyzing chronic patients. - Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; Miguel A. Mohedano-Munoz; Manuel Rubio-Sánchez; Pablo de Miguel-Bohoyo; Alberto Sánchez 001 (BMC Bioinform., 2020)

On the Statistical Differences in the Pharmacological Treatment of COVID-19 Patients. - Weam Moumouh-Ait Layachi; María Sevilla-García; Adrián García-Romero; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez (BHI, 2021)

Mapping Health Trajectories on Self Organizing Maps using COVID-19 Patient's Blood Tests. - Carlos Arias-Alcaide; Cristina Soguero-Ruíz; Paloma Santos-Alvarez; Adrián García-Romero; Inmaculada Mora-Jiménez (BIBM, 2021)

Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods. - Lidia Pascual-Sánchez; Inmaculada Mora-Jiménez; Sergio Martínez-Agüero; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruíz (BIBM, 2021)

Interpreting clinical latent representations using autoencoders and probabilistic models. - David Chushig-Muzo; Cristina Soguero-Ruíz; Pablo de Miguel-Bohoyo; Inmaculada Mora-Jiménez (Artif. Intell. Medicine, 2021)

Editor's Note. - Amparo Alonso-Betanzos; Pedro Cabalar; Graçaliz Pereira Dimuro; Marcos García 001; José Hernández-Orallo; Raquel Hervás; Angeles Manjarés; Fernando Martínez-Plumed; Inmaculada Mora-Jiménez; Miquel Sànchez-Marrè (Int. J. Interact. Multim. Artif. Intell., 2021)

Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models. - Álvar Hernández-Carnerero; Miquel Sànchez-Marrè; Inmaculada Mora-Jiménez; Cristina Soguero-Ruíz; Sergio Martínez-Agüero; Joaquín Álvarez-Rodríguez (Int. J. Interact. Multim. Artif. Intell., 2021)

Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital. - Sergio Martínez-Agüero; Antonio G. Marques; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruíz (IEEE J. Biomed. Health Informatics, 2021)

Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients. - Hugo Calero-Díaz; David Chushig-Muzo; Himar Fabelo; Inmaculada Mora-Jiménez; Conceição Granja; Cristina Soguero-Ruíz (BHI, 2022)

Local Naïve Bayes for Predicting Evolution of COVID-19 Patients on Self Organizing Maps. - Carlos Arias-Alcaide; Cristina Soguero-Ruíz; Paloma Santos-Alvarez; José Felipe Varona Arche; Inmaculada Mora-Jiménez (BIBM, 2022)

Clinical Synthetic Data Generation to Predict and Identify Risk Factors for Cardiovascular Diseases. - Clara García-Vicente; David Chushig-Muzo; Inmaculada Mora-Jiménez; Himar Fabelo; Inger Torhild Gram; Maja-Lisa Løchen; Conceição Granja; Cristina Soguero-Ruíz (Poly/DMAH@VLDB, 2022)

Statistical Analysis of Color Differences on Iris Images for Supporting Cluster Headache Diagnosis. - Inmaculada Mora-Jiménez; Andrés Iglesias-Rojano; Mohammed El-Yaagoubi; José Luis Rojo-Álvarez; Juan Antonio Pareja-Grande (SIGMAP, 2022)

Learning and visualizing chronic latent representations using electronic health records. - David Chushig-Muzo; Cristina Soguero-Ruíz; Pablo de Miguel-Bohoyo; Inmaculada Mora-Jiménez (BioData Min., 2022)

Efficient 3D human pose estimation from RGBD sensors. - David Pascual-Hernández; Nuria Oyaga de Frutos; Inmaculada Mora-Jiménez; José María Cañas Plaza (Displays, 2022)

Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance. - Sergio Martínez-Agüero; Cristina Soguero-Ruíz; Jose Maria Alonso-Moral; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Antonio G. Marques (Future Gener. Comput. Syst., 2022)

Constructing Measures of Sparsity. - Giancarlo Pastor; Inmaculada Mora-Jiménez; Riku Jäntti; Antonio J. Caamaño (IEEE Trans. Knowl. Data Eng., 2022)

On the Use of Generative Adversarial Networks to Predict Health Status Among Chronic Patients. - María Teresa Jurado-Camino; David Chushig-Muzo; Cristina Soguero-Ruíz; Pablo de Miguel-Bohoyo; Inmaculada Mora-Jiménez (HEALTHINF, 2023)

Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction. - Álvar Hernández-Carnerero; Miquel Sànchez-Marrè; Inmaculada Mora-Jiménez; Cristina Soguero-Ruíz; Sergio Martínez-Agüero; Joaquín Álvarez-Rodríguez (Artif. Intell. Medicine, 2023)

dtwParallel: A Python package to efficiently compute dynamic time warping between time series. - Óscar Escudero-Arnanz; Antonio G. Marques; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; Gregorio Robles (SoftwareX, 2023)

A streaming data visualization framework for supporting decision-making in the Intensive Care Unit. - Miguel A. Mohedano-Munoz; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; Manuel Rubio-Sánchez; Joaquín Álvarez-Rodríguez; Alberto Sánchez 001 (Expert Syst. Appl., 2023)

Sequential Networks for Predicting the Clinical Risk of Chronic Patients Using Drug Dispensation. - Daniel Hijosa-Guzmán; María Teresa Jurado-Camino; Pablo de Miguel-Bohoyo; Inmaculada Mora-Jiménez (BIOSTEC (2), 2024)

Naïve Bayes as a Probabilistic Tool for Monitoring the Health Status of Chronic Patients. - Laura Teresa Martínez-Marquina; María Teresa Jurado-Camino; Isabel Caballero-López-Fando; Inmaculada Mora-Jiménez (BIOSTEC (2), 2024)

Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data. - Óscar Escudero-Arnanz; Rosa Sicilia; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; Diana Lelli; Claudio Pedone; Antonio G. Marques (CBMS, 2024)

Naïve Bayes for Health-Status Predictive Monitoring in COVID-19: Leveraging Drugs and Diagnoses. - Laura Teresa Martínez-Marquina; Nuria Núñez Anglada; José Felipe Varona Arche; Inmaculada Mora-Jiménez (IWBBIO (1), 2024)

Multimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-Series. - Sergio Martínez-Agüero; Antonio G. Marques; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruíz (CoRR, 2024)

Active learning and margin strategies for arrhythmia classification in implantable devices. - José María Lillo-Castellano; Inmaculada Mora-Jiménez; María Martín-Méndez; Laia Cerdá; Arcadi García-Alberola; José Luis Rojo-Álvarez; Devis Tuia (Comput. Biol. Medicine, 2025)

Early detection of Multidrug Resistance using Multivariate Time Series analysis and interpretable patient-similarity representations. - Óscar Escudero-Arnanz; Antonio G. Marques; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruíz (Comput. Methods Programs Biomed., 2025)

Multimodal interpretable data-driven models for early prediction of multidrug resistance using multivariate time series. - Óscar Escudero-Arnanz; Sergio Martínez-Agüero; Paula Martín-Palomeque; Antonio G. Marques; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruíz (Health Inf. Sci. Syst., 2025)