Óscar Garnica - Publications, H-index & Citations

Óscar Garnica

Universidad Complutense de Madrid

21H指数

180论文数

1.7K被引数

收录论文 12

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

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.

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

Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting

MEMETIC COMPUTING

IF2.3

2018-06-22

PREAI

Manuel Velasco, Jose; Garnica, Oscar; Lanchares, Juan; Botella, Marta; Ignacio Hidalgo, J.

Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2017-08-08

PREAI

Hidalgo, J. Ignacio; Colmenar, J. Manuel; Kronberger, Gabriel; Winkler, Stephan M.; Garnica, Oscar; Lanchares, Juan