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ORCIDI. Mora-Jiménez
Inmaculada Mora-Jiménez – Inmaculada Mora
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- affiliation: Rey Juan Carlos University, Fuenlabrada, Spain
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2020 – today
- 2024
[c48]Daniel Hijosa-Guzmán, María Teresa Jurado-Camino, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez:
Sequential Networks for Predicting the Clinical Risk of Chronic Patients Using Drug Dispensation. BIOSTEC (2) 2024: 37-44- [c47]Laura Teresa Martínez-Marquina, María Teresa Jurado-Camino, Isabel Caballero-López-Fando, Inmaculada Mora-Jiménez:
Naïve Bayes as a Probabilistic Tool for Monitoring the Health Status of Chronic Patients. BIOSTEC (2) 2024: 393-403 - [c46]Óscar Escudero-Arnanz, Rosa Sicilia, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Diana Lelli, Claudio Pedone, Antonio G. Marques:
Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data. CBMS 2024: 112-119 - [c45]Laura Teresa Martínez-Marquina
, Nuria Núñez Anglada, José Felipe Varona Arche, Inmaculada Mora-Jiménez:
Naïve Bayes for Health-Status Predictive Monitoring in COVID-19: Leveraging Drugs and Diagnoses. IWBBIO (1) 2024: 91-105 - [i1]Sergio Martínez-Agüero, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz:
Multimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-Series. CoRR abs/2402.06295 (2024) - 2023
- [j45]Álvar Hernández-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez:
Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction. Artif. Intell. Medicine 138: 102508 (2023) - [j44]Miguel A. Mohedano-Munoz, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Manuel Rubio-Sánchez, Joaquín Álvarez-Rodríguez, Alberto Sánchez:
A streaming data visualization framework for supporting decision-making in the Intensive Care Unit. Expert Syst. Appl. 227: 120252 (2023) - [j43]Óscar Escudero-Arnanz, Antonio G. Marques, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Gregorio Robles:
dtwParallel: A Python package to efficiently compute dynamic time warping between time series. SoftwareX 22: 101364 (2023) - [c44]María Teresa Jurado-Camino, David Chushig-Muzo, Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez:
On the Use of Generative Adversarial Networks to Predict Health Status Among Chronic Patients. HEALTHINF 2023: 167-178 - 2022
- [j42]David Chushig-Muzo, Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez:
Learning and visualizing chronic latent representations using electronic health records. BioData Min. 15(1) (2022) - [j41]David Pascual-Hernández, Nuria Oyaga de Frutos, Inmaculada Mora-Jiménez, José María Cañas Plaza:
Efficient 3D human pose estimation from RGBD sensors. Displays 74: 102225 (2022) - [j40]Sergio Martínez-Agüero, Cristina Soguero-Ruíz, Jose Maria Alonso-Moral, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Antonio G. Marques:
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance. Future Gener. Comput. Syst. 133: 68-83 (2022) - [j39]Giancarlo Pastor, Inmaculada Mora-Jiménez, Riku Jäntti, Antonio J. Caamaño:
Constructing Measures of Sparsity. IEEE Trans. Knowl. Data Eng. 34(8): 3643-3654 (2022) - [c43]Hugo Calero-Díaz, David Chushig-Muzo, Himar Fabelo, Inmaculada Mora-Jiménez, Conceição Granja, Cristina Soguero-Ruíz:
Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients. BHI 2022: 1-4 - [c42]Carlos Arias-Alcaide, Cristina Soguero-Ruíz, Paloma Santos-Alvarez, José Felipe Varona Arche, Inmaculada Mora-Jiménez:
Local Naïve Bayes for Predicting Evolution of COVID-19 Patients on Self Organizing Maps. BIBM 2022: 1443-1450 - [c41]Clara García-Vicente, David Chushig-Muzo, Inmaculada Mora-Jiménez, Himar Fabelo, Inger Torhild Gram, Maja-Lisa Løchen, Conceição Granja, Cristina Soguero-Ruíz:
Clinical Synthetic Data Generation to Predict and Identify Risk Factors for Cardiovascular Diseases. Poly/DMAH@VLDB 2022: 75-91 - [c40]Inmaculada Mora-Jiménez, Andrés Iglesias-Rojano, Mohammed El-Yaagoubi, José Luis Rojo-Álvarez, Juan Antonio Pareja-Grande:
Statistical Analysis of Color Differences on Iris Images for Supporting Cluster Headache Diagnosis. SIGMAP 2022: 40-47 - 2021
- [j38]David Chushig-Muzo, Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez:
Interpreting clinical latent representations using autoencoders and probabilistic models. Artif. Intell. Medicine 122: 102211 (2021) - [j37]Amparo Alonso-Betanzos, Pedro Cabalar, Graçaliz Pereira Dimuro, Marcos García, José Hernández-Orallo, Raquel Hervás, Angeles Manjarés, Fernando Martínez-Plumed, Inmaculada Mora-Jiménez, Miquel Sànchez-Marrè:
Editor's Note. Int. J. Interact. Multim. Artif. Intell. 6(5): 4-7 (2021) - [j36]Álvar Hernández-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez:
Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models. Int. J. Interact. Multim. Artif. Intell. 6(5): 119-133 (2021) - [j35]Sergio Martínez-Agüero, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz:
Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital. IEEE J. Biomed. Health Informatics 25(12): 4340-4353 (2021) - [c39]Weam Moumouh-Ait Layachi, María Sevilla-García, Adrián García-Romero, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez:
On the Statistical Differences in the Pharmacological Treatment of COVID-19 Patients. BHI 2021: 1-5 - [c38]Carlos Arias-Alcaide, Cristina Soguero-Ruíz, Paloma Santos-Alvarez, Adrián García-Romero, Inmaculada Mora-Jiménez:
Mapping Health Trajectories on Self Organizing Maps using COVID-19 Patient's Blood Tests. BIBM 2021: 1251-1256 - [c37]Lidia Pascual-Sánchez, Inmaculada Mora-Jiménez, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz:
Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods. BIBM 2021: 2826-2833 - [e1]Ester Zumpano, Andrea Tagarelli, Carmela Comito, Sergio Greco, Pierangelo Veltri, Agusti Solanas, Inmaculada Mora, Miquel Sànchez-Marrè:
Proceedings of the First International AAI4H - Advances in Artificial Intelligence for Healthcare Workshop co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, September 4, 2020. CEUR Workshop Proceedings 2820, CEUR-WS.org 2021 [contents] - 2020
- [j34]David Chushig-Muzo, Cristina Soguero-Ruíz, Andries P. Engelbrecht, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez:
Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps. IEEE Access 8: 137019-137031 (2020) - [j33]Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Miguel A. Mohedano-Munoz, Manuel Rubio-Sánchez, Pablo de Miguel-Bohoyo, Alberto Sánchez:
Visually guided classification trees for analyzing chronic patients. BMC Bioinform. 21-S(2): 92 (2020) - [j32]Mohammed El-Yaagoubi, Inmaculada Mora-Jiménez, Younes Jabrane, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Juan Antonio Pareja-Grande:
Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification. Inf. 11(8): 393 (2020) - [j31]Rafael García-Carretero, Luis Vigil-Medina, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Óscar Barquero-Pérez, Javier Ramos-López:
Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population. Medical Biol. Eng. Comput. 58(5): 991-1002 (2020) - [j30]Sergio Muñoz-Romero, Arantza Gorostiaga, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez:
Informative variable identifier: Expanding interpretability in feature selection. Pattern Recognit. 98 (2020) - [c36]Cristina Soguero-Ruíz, Natalia Alonso-Arteaga, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Manuel Rubio-Sánchez, Isabel Caballero López-Fajardo, Inmaculada Mora-Jiménez:
Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis. BIBM 2020: 2066-2073 - [c35]Óscar Escudero-Arnanz, Inmaculada Mora-Jiménez, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz:
Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit. AAI4H@ECAI 2020: 54-59 - [c34]Álvar Hernández-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez:
Modelling Temporal Relationships in Pseudomonas Aeruginosa Antimicrobial Resistance Prediction in Intensive Care Unit. AAI4H@ECAI 2020: 60-67 - [c33]Sergio Martínez-Agüero, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Antonio Garcia Marques, Cristina Soguero-Ruíz:
Aplying LSTM Networks to Predict Multi-drug Resistance Using Binary Multivariate Clinical Sequences. STAIRS@ECAI 2020
2010 – 2019
- 2019
- [j29]Sergio Martínez-Agüero, Inmaculada Mora-Jiménez, Jon Lérida-García, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz:
Machine Learning Techniques to Identify Antimicrobial Resistance in the Intensive Care Unit. Entropy 21(6): 603 (2019) - [j28]Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Javier Ramos:
Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events. Medical Biol. Eng. Comput. 57(9): 2011-2026 (2019) - 2018
- [j27]Freddy Acosta Buenaño, Inmaculada Mora-Jiménez, Gonzalo F. Olmedo, José Luis Rojo-Álvarez:
Data Amount Reduction in Mosaic Image Transmission Techniques for Digital Interactive Television Applications. IEEE Access 6: 70283-70297 (2018) - [j26]Alberto Sánchez, Cristina Soguero-Ruíz, I. Mora-Jiménez, Francisco Javier Rivas-Flores, Dirk J. Lehmann, Manuel Rubio-Sánchez:
Scaled radial axes for interactive visual feature selection: A case study for analyzing chronic conditions. Expert Syst. Appl. 100: 182-196 (2018) - [j25]J. M. Lillo-Castellano, José Luis Rojo-Álvarez, Fernando Chavarría-Asso, Arcadio García-Alberola, María Martín-Méndez, I. Mora-Jiménez:
Classifying cardiac arrhythmic episodes via data compression. Neurocomputing 307: 1-13 (2018) - [j24]Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Arcadio García-Alberola, A. J. Caamano-Fernandez, Beatriz Trénor, José Luis Rojo-Álvarez:
Arrhythmia Mechanism and Scaling Effect on the Spectral Properties of Electroanatomical Maps With Manifold Harmonics. IEEE Trans. Biomed. Eng. 65(4): 723-732 (2018) - [c32]Karl Øyvind Mikalsen, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Isabel Caballero-López-Fando, Robert Jenssen:
Using multi-anchors to identify patients suffering from multimorbidities. BIBM 2018: 1514-1521 - [c31]Cristina Soguero-Ruíz, Ana Alberca Díaz-Plaza, Pablo de Miguel-Bohoyo, Javier Ramos-López, Manuel Rubio-Sánchez, Alberto Sánchez, Inmaculada Mora-Jiménez:
On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients. IWBBIO (2) 2018: 135-148 - [c30]Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez:
A Data-Driven Model Based on Support Vector Machine to Identify Chronic Hypertensive and Diabetic Patients. PhyCS (Selected Papers) 2018: 110-129 - 2017
- [j23]Óscar Barquero-Pérez, Carlos Figuera, Rebeca Goya-Esteban, Inmaculada Mora-Jiménez, Francisco Javier Gimeno-Blanes, Pablo Laguna, Juan Pablo Martínez, Eduardo Gil, Leif Sörnmo, Arcadio García-Alberola, José Luis Rojo-Álvarez:
On the Influence of Heart Rate and Coupling Interval Prematurity on Heart Rate Turbulence. IEEE Trans. Biomed. Eng. 64(2): 302-309 (2017) - [c29]Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Antonio G. Marques, Javier Ramos:
L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients. CinC 2017 - [c28]Antonio G. Marques, Cristina Soguero-Ruíz, Javier Ramos, Inmaculada Mora-Jiménez, Rebeca Goya-Esteban, Rafael García-Carretero, Óscar Barquero-Pérez:
Modeling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing. CinC 2017 - [c27]Javier Fernández-Sánchez, Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Francisco Javier Rivas-Flores, Ángel Gómez-Delgado, Francisco Javier Gutiérrez-Expósito, Inmaculada Mora-Jiménez:
Clinical Risk Groups Analysis for Chronic Hypertensive Patients in Terms of ICD9-CM Diagnosis Codes. PhyCS 2017: 13-22 - [c26]Freddy Acosta Buenaño, Gonzalo Fernando Olmedo Cifuentes, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez:
An Improved Secure Image Transmission Technique via Mosaic Images by Nearly Reversible Color Transformations. SIGMAP 2017: 87-92 - 2016
- [j22]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:
Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods. J. Biomed. Informatics 61: 87-96 (2016) - [j21]Giancarlo Pastor, Inmaculada Mora-Jiménez, Antonio J. Caamaño, Riku Jäntti:
Asymptotic Expansions for Heavy-Tailed Data. IEEE Signal Process. Lett. 23(4): 444-448 (2016) - [c25]Fernando Lozano-Fernández, Inmaculada Mora-Jiménez, Margarita Sanromán-Junquera, Sergio Muñoz-Romero, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts. CinC 2016 - [c24]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:
An Approach to New Methods for Digital Processing on Optical Mapping Sequences and Electrical Mapping. CinC 2016 - [c23]Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Arcadio García-Alberola, Antonio Caamaño-Fernández, José Luis Rojo-Álvarez:
Influence of Normalization on the Analysis of Electroanatomical Maps with Manifold Harmonics. IWBBIO 2016: 415-425 - 2015
- [j20]J. M. Lillo-Castellano, I. Mora-Jiménez, Carlos Figuera-Pozuelo, José Luis Rojo-Álvarez:
Traffic sign segmentation and classification using statistical learning methods. Neurocomputing 153: 286-299 (2015) - [j19]J. M. Lillo-Castellano, I. Mora-Jiménez, Ricardo Santiago-Mozos, Fernando Chavarría-Asso, A. Cano-Gonzalez, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Symmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services. IEEE J. Biomed. Health Informatics 19(4): 1253-1263 (2015) - [j18]Eduardo del Arco-Fernández-Cano, Eduardo Morgado, Mihaela I. Chidean, Julio Ramiro-Bargueno, Inmaculada Mora-Jiménez, Antonio J. Caamaño:
Sparse Vehicular Sensor Networks for Traffic Dynamics Reconstruction. IEEE Trans. Intell. Transp. Syst. 16(5): 2826-2837 (2015) - [c22]Cristina Soguero-Ruíz, Fei Wang, Robert Jenssen, Knut Magne Augestad, José Luis Rojo-Álvarez, Inmaculada Mora-Jiménez, Rolv-Ole Lindsetmo, Stein Olav Skrøvseth:
Data-driven Temporal Prediction of Surgical Site Infection. AMIA 2015 - [c21]Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Spectral Analysis of Electroanatomical Maps for Spatial Bandwidth Estimation as Support to Ablation. CinC 2015: 181-184 - [c20]Cristina Soguero-Ruíz, Alfonso Sánchez-Caro, Inmaculada Mora-Jiménez, Luis Lechuga-Suárez, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Web Application for Data Exchange and Follow-up in Heart Rate Turbulence. CinC 2015: 193-196 - [c19]Margarita Sanromán-Junquera, Raquel Díaz-Valencia, Arcadio García-Alberola, José Luis Rojo-Álvarez, Inmaculada Mora-Jiménez:
Effect of Interpolation on Electroanatomical Mapping. CinC 2015: 361-364 - [c18]José María Lillo-Castellano, Inmaculada Mora-Jiménez, Rafael Moreno-González, María Monserrat-García-de-Pablo, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Big-Data Analytics for Arrhythmia Classification using Data Compression and Kernel Methods. CinC 2015: 661-664 - [c17]Giancarlo Pastor, Inmaculada Mora-Jiménez, Antonio J. Caamaño, Riku Jäntti:
Log-cumulant matching approximation of heavy-tailed-distributed aggregate interference. ICC 2015: 4811-4815 - 2014
- [j17]Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez:
Statistical nonlinear analysis for reliable promotion decision-making. Digit. Signal Process. 33: 156-168 (2014) - [c16]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:
Bootstrap resampling feature selection and Support Vector Machine for early detection of Anastomosis Leakage. BHI 2014: 577-580 - [c15]Juan Francisco Martín-García, Inmaculada Mora-Jiménez, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Cardiac Arrhythmia Discrimination using Evolutionary Computation. CinC 2014: 121-124 - [c14]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:
Towards Semantic Interoperability for Cardiovascular Risk Stratification into the Electronic Health Records Using Archetypes and SNOMED-CT. CinC 2014: 497-500 - [c13]Giancarlo Pastor, Inmaculada Mora-Jiménez, Antonio J. Caamaño, Riku Jaentti:
Log-cumulants-based Edgeworth expansion for skew-distributed aggregate interference. ISWCS 2014: 390-394 - 2013
- [j16]J. M. Lillo-Castellano, I. Mora-Jiménez, Ricardo Santiago-Mozos, José Luis Rojo-Álvarez, Julio Ramiro-Bargueño, A. Algora-Weber:
Weaning outcome prediction from heterogeneous time series using Normalized Compression Distance and Multidimensional Scaling. Expert Syst. Appl. 40(5): 1737-1747 (2013) - [j15]Cristina Soguero-Ruíz, Luis Lechuga-Suárez, Inmaculada Mora-Jiménez, Javier Ramos-López, Óscar Barquero-Pérez, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Ontology for Heart Rate Turbulence Domain From The Conceptual Model of SNOMED-CT. IEEE Trans. Biomed. Eng. 60(7): 1825-1833 (2013) - [c12]Óscar Barquero-Pérez, Rebeca Goya-Esteban, Carlos Figuera, Inmaculada Mora-Jiménez, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Physiological Feature Analysis in Heart Rate Turbulence using LASSO Model. CinC 2013: 943-946 - [c11]Giancarlo Pastor, Inmaculada Mora-Jiménez, Antonio J. Caamaño, Riku Jaentti:
Medium Access Probability in Uniform Networks with General Propagation Models. ISWCS 2013: 1-5 - [c10]Giancarlo Pastor, Inmaculada Mora-Jiménez, Riku Jaentti, Antonio J. Caamaño:
Sparsity-Based Criteria for Entropy Measures. ISWCS 2013: 1-5 - 2012
- [j14]Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez:
On the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison. Expert Syst. Appl. 39(17): 12772-12783 (2012) - [j13]Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez:
On the differential benchmarking of promotional efficiency with machine learning modelling (II): Practical applications. Expert Syst. Appl. 39(17): 12784-12798 (2012) - [j12]Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Antonio J. Caamaño, J. Almendral, Felipe Alonso Atienza, L. Castilla, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Digital recovery of biomedical signals from binary images. Signal Process. 92(1): 43-53 (2012) - [j11]Carlos Figuera, José Luis Rojo-Álvarez, Mark Richard Wilby, Inmaculada Mora-Jiménez, Antonio J. Caamaño:
Advanced support vector machines for 802.11 indoor location. Signal Process. 92(9): 2126-2136 (2012) - [c9]Óscar Barquero-Pérez, Leif Sörnmo, Rebeca Goya-Esteban, I. Mora-Jiménez, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Fundamental frequency estimation in atrial fibrillation signals using correntropy and Fourier Organization Analysis. CIP 2012: 1-6 - [c8]Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez:
Deal Effect Curve and Promotional Models - Using Machine Learning and Bootstrap Resampling Test. ICPRAM (2) 2012: 537-540 - [c7]Giancarlo Pastor, Inmaculada Mora-Jiménez, Eduardo Morgado, Antonio J. Caamaño:
Message-passing algorithms for link monitoring. ISWCS 2012: 121-125 - 2011
- [j10]Carlos Figuera, José Luis Rojo-Álvarez, Inmaculada Mora-Jiménez, Alicia Guerrero-Curieses, Mark Richard Wilby, Javier Ramos-López:
Time-Space Sampling and Mobile Device Calibration for WiFi Indoor Location Systems. IEEE Trans. Mob. Comput. 10(7): 913-926 (2011) - [c6]E. del Arco, Eduardo Morgado, Julio Ramiro-Bargueño, I. Mora-Jiménez, Antonio J. Caamaño:
Vehicular Sensor Networks in congested traffic: Linking STV field reconstruction and communications channel. ITSC 2011: 606-613 - [c5]Carlos Figuera, J. M. Lillo, I. Mora-Jiménez, José Luis Rojo-Álvarez, Antonio J. Caamaño:
Multivariate spatial clustering of traffic accidents for local profiling of risk factors. ITSC 2011: 740-745 - 2010
- [j9]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:
Heart Rate Variability on 7-Day Holter Monitoring Using a Bootstrap Rhythmometric Procedure. IEEE Trans. Biomed. Eng. 57(6): 1366-1376 (2010) - [j8]Eduardo Morgado, Inmaculada Mora-Jiménez, Juan J. Vinagre, Javier Ramos, Antonio J. Caamaño:
End-to-End Average BER in Multihop Wireless Networks over Fading Channels. IEEE Trans. Wirel. Commun. 9(8): 2478-2487 (2010)
2000 – 2009
- 2009
- [j7]I. Mora-Jiménez, Aníbal R. Figueiras-Vidal:
Improving performance of neural classifiers via selective reduction of target levels. Neurocomputing 72(13-15): 3020-3027 (2009) - [j6]José Luis Rojo-Álvarez, Óscar Barquero-Pérez, I. Mora-Jiménez, Estrella Everss, Ana Belén Rodríguez-González, Arcadi García-Alberola:
Heart Rate Turbulence Denoising Using Support Vector Machines. IEEE Trans. Biomed. Eng. 56(2): 310-319 (2009) - [j5]Carlos Figuera, Inmaculada Mora-Jiménez, Alicia Guerrero-Curieses, José Luis Rojo-Álvarez, Estrella Everss, Mark Richard Wilby, Javier Ramos-López:
Nonparametric Model Comparison and Uncertainty Evaluation for Signal Strength Indoor Location. IEEE Trans. Mob. Comput. 8(9): 1250-1264 (2009) - 2006
- [c4]Antonio J. Caamaño, Juan J. Vinagre, Inmaculada Mora, Carlos Figuera, Javier Ramos:
Path Efficiency in Mobile Ad-Hoc Networks. ISWCS 2006: 223-227 - 2005
- [j4]Inmaculada Mora-Jiménez, Jesús Cid-Sueiro:
A universal learning rule that minimizes well-formed cost functions. IEEE Trans. Neural Networks 16(4): 810-820 (2005) - 2003
- [j3]Emilio Parrado-Hernández, Jerónimo Arenas-García, I. Mora-Jiménez, Ángel Navia-Vázquez:
On problem-oriented kernel refining. Neurocomputing 55(1-2): 135-150 (2003) - [j2]Emilio Parrado-Hernández, I. Mora-Jiménez, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ángel Navia-Vázquez:
Growing support vector classifiers with controlled complexity. Pattern Recognit. 36(7): 1479-1488 (2003) - 2002
- [c3]I. Mora-Jiménez, Abdelouahid Lyhyaoui, Jerónimo Arenas-García, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal:
A Trainable Classifier via k Nearest Neighbors. HIS 2002: 365-373 - 2001
- [j1]Antonio Albiol, Inmaculada Mora, Valery Naranjo:
Real-time high density people counter using morphological tools. IEEE Trans. Intell. Transp. Syst. 2(4): 204-218 (2001) - 2000
- [c2]I. Mora-Jiménez, Ángel Navia-Vázquez:
A New Spread Spectrum Watermarking Method with Self-Synchronization Capabilities. ICIP 2000: 415-418 - [c1]Antonio Albiol, Valery Naranjo, Inmaculada Mora:
Real-Time High Density People Counter Using Morphological Tools. ICPR 2000: 4652-4655
Coauthor Index
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