J. Manuel Velasco - Publications, H-index & Citations

J. Manuel Velasco

Universidad Complutense de Madrid

9H指数

79论文数

316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

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

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

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

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.

Memory power optimization of Java-based embedded systems exploiting garbage collection information

JOURNAL OF SYSTEMS ARCHITECTURE

IF4.1

2012-02-01

OAAI

Manuel Velasco, Jose; Atienza, David; Olcoz, Katzalin

研究方向