J. Ignacio Hidalgo - Publications, H-index & Citations

J. Ignacio Hidalgo

Universidad Complutense de Madrid

20H指数

211论文数

1.7K被引数

收录论文 37

发表时间

Balanced Underbagged Ensemble Approach for Classifying Highly Imbalanced Datasets in the Insurance and Financial Sectors 平衡欠袋化集成方法：用于保险和金融领域高度不平衡数据集的分类

Intelligent Systems in Accounting, Finance and Management

IF0

2025-10-13

OAAI

Alberto Gutierrez-Gallego; Oscar Garnica; Daniel Parra; J. Manuel Velasco; J. Ignacio Hidalgo

Combination of Machine Learning Techniques to Predict Overweight/Obesity in Adults

JOURNAL OF PERSONALIZED MEDICINE

IF3

2024-07-31

OAAI

Gutierrez-Gallego, Alberto; Zamorano-Leon, Jose Javier; Parra-Rodriguez, Daniel; Zekri-Nechar, Khaoula; Velasco, Jose Manuel; Garnica, Oscar; Jimenez-Garcia, Rodrigo; Lopez-de-Andres, Ana; Cuadrado-Corrales, Natividad; Carabantes-Alarcon, David; Lahera, Vicente; Martinez-Martinez, Carlos Hugo; Hidalgo, J. Ignacio

Explainable hypoglycemia prediction models through dynamic structured grammatical evolution

SCIENTIFIC REPORTS

IF3.9

2024-06-01

OAAI

de la Cruz, Marina; Garnica, Oscar; Cervigon, Carlos; Velasco, Jose Manuel; Hidalgo, J. Ignacio

Learning Difference Equations With Structured Grammatical Evolution for Postprandial Glycaemia Prediction

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-05-01

OAAI

Parra, Daniel; Joedicke, David; Velasco, J. Manuel; Kronberger, Gabriel; Hidalgo, J. Ignacio

Combining wavelet transform with convolutional neural networks for hypoglycemia events prediction from CGM data

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2023-12-01

OAAI

Alvarado, Jorge; Velasco, J. Manuel; Chavez, Francisco; Fernandez-de-Vega, Francisco; Hidalgo, J. Ignacio

A particle swarm optimization algorithm with novelty search for combustion systems with ultra-low emissions and minimum fuel consumption 具有超低排放和最小燃油消耗的燃烧系统的具有新颖性搜索的粒子群优化算法

APPLIED SOFT COMPUTING

IF6.6

2023-08-01

OAAI

Martinez-Rodriguez, David; Novella, Ricardo; Bracho, Gabriela; Gomez-Soriano, Josep; Fernandes, Cassio; Lucchini, Tommaso; Della Torre, Augusto; Villanueva, Rafael-J.; Hidalgo, J. Ignacio

Using genetic programming and the stress equilibrium method to obtain the un-stressed lattice parameter for calculating residual stresses

JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T

IF6.6

2023-03-01

OAAI

Millan-Garcia, L.; Bokuchava, G.; Halodova, P.; Saez-Maderuelo, A.; Gonzalez-Doncel, G.; Hidalgo, J. I.; Velasco, J. M.; Fernandez, R.

Evaluating the influence of sleep quality and quantity on glycemic control in adults with type 1 diabetes

FRONTIERS IN ENDOCRINOLOGY

IF4.6

2023-02-22

OAAI

Botella-Serrano, Marta; Velasco, Jose Manuel; Sanchez-Sanchez, Almudena; Garnica, Oscar; Hidalgo, J. Ignacio

Ensemble Models of Cutting-Edge Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes

SENSORS

IF3.5

2021-10-26

OAAI

Tena, Felix; Garnica, Oscar; Lanchares, Juan; Hidalgo, Jose Ignacio

Glucose forecasting using genetic programming and latent glucose variability features

APPLIED SOFT COMPUTING

IF6.6

2021-10-01

PREAI

Contador, Sergio; Velasco, J. Manuel; Garnica, Oscar; Hidalgo, J. Ignacio

Diagnosing hospital bacteraemia in the framework of predictive, preventive and personalised medicine using electronic health records and machine learning classifiers

EPMA JOURNAL

IF5.9

2021-08-31

OAAI

Garnica, Oscar; Gomez, Diego; Ramos, Victor; Hidalgo, J. Ignacio; Ruiz-Giardin, Jose M.

Noise spectral analysis and error estimation of continuous glucose monitors under real-life conditions of diabetes patients

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2020-08-01

PREAI

Garnica, O.; Lanchares, J.; Velasco, J. M.; Hidalgo, J., I; Botella, M.

Multilayer analysis of population diversity in grammatical evolution for symbolic regression

SOFT COMPUTING

IF2.5

2020-06-13

OAAI

Kronberger, Gabriel; Colmenar, J. Manuel; Winkler, Stephan M.; Hidalgo, J. Ignacio

Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging

APPLIED SOFT COMPUTING

IF6.6

2020-03-01

PREAI

Ignacio Hidalgo, J.; Botella, Marta; Manuel Velasco, J.; Garnica, Oscar; Cervigon, Carlos; Martinez, Remedios; Aramendi, Aranzazu; Maqueda, Esther; Lanchares, Juan

Particle swarm grammatical evolution for energy demand estimation

ENERGY SCIENCE & ENGINEERING

IF3.4

2019-12-17

OAAI

Martinez-Rodriguez, David; Manuel Colmenar, J.; Ignacio Hidalgo, J.; Villanueva Mico, Rafael-J; Salcedo-Sanz, Sancho

Calibration of an agent-based simulation model to the data of women infected by Human Papillomavirus with uncertainty

APPLIED SOFT COMPUTING

IF6.6

2019-07-01

PREAI

Villanueva, Rafael-J; Ignacio Hidalgo, J.; Cervigon, Carlos; Villanueva-Oller, Javier; Cortes, Juan-Carlos