J. Manuel Velasco

20 papers B 2Misc 1Journal 10Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Balanced Underbagged Ensemble Approach for Classifying Highly Imbalanced Datasets in the Insurance and Financial Sectors. Intell. Syst. Account. Finance Manag. Alberto Gutiérrez-Gallego, Oscar Garnica, Daniel Parra, J. Manuel Velasco, J. Ignacio Hidalgo
2025	J	`jnl`	Optimising Performance Curves for Ensemble Models through Pareto Front Analysis of the Decision Space. Expert Syst. J. Knowl. Eng. Alberto Gutiérrez-Gallego, Oscar Garnica, Daniel Parra, J. Manuel Velasco, J. Ignacio Hidalgo
2024	J	`jnl`	Learning Difference Equations With Structured Grammatical Evolution for Postprandial Glycaemia Prediction. IEEE J. Biomed. Health Informatics Daniel Parra, David Joedicke, J. Manuel Velasco, Gabriel Kronberger, José Ignacio Hidalgo
2024	—	`conf`	Modelling the Risk of Overweight and Obesity Based on the GenObiA Dataset Using Genetic Programming. EUROCAST (2) José Ignacio Hidalgo, Elisabeth Mayrhuber, Stephan M. Winkler, Daniel Parra, J. Manuel Velasco, José J. Zamorano-León, Oscar Garnica
2023	J	`jnl`	Learning Difference Equations with Structured Grammatical Evolution for Postprandial Glycaemia Prediction. CoRR Daniel Parra, David Joedicke, J. Manuel Velasco, Gabriel Kronberger, José Ignacio Hidalgo
2023	J	`jnl`	Patterns Detection in Glucose Time Series by Domain Transformations and Deep Learning. CoRR J. Alvarado, J. Manuel Velasco, Francisco Chávez, José Ignacio Hidalgo, Francisco Fernández de Vega
2022	—	`conf`	Approaching epistemic and aleatoric uncertainty with evolutionary optimization: examples and challenges. GECCO Companion Josu Ceberio, Juan Carlos Cortés, Francisco Fernández de Vega, Oscar Garnica, José Ignacio Hidalgo, J. Manuel Velasco, Rafael-Jacinto Villanueva
2022	J	`jnl`	Blood glucose prediction using multi-objective grammatical evolution: analysis of the "agnostic" and "what-if" scenarios. Genet. Program. Evolvable Mach. Sergio Contador, J. Manuel Colmenar, Oscar Garnica, J. Manuel Velasco, José Ignacio Hidalgo
2022	—	`conf`	Obtaining Difference Equations for Glucose Prediction by Structured Grammatical Evolution and Sparse Identification. EUROCAST Daniel Parra, David Joedicke, Alberto Gutiérrez, J. Manuel Velasco, Oscar Garnica, J. Manuel Colmenar, José Ignacio Hidalgo
2021	B	`conf`	Blood Glucose Prediction Using a Two Phase TSK Fuzzy Rule Based System. CEC Jorge Alvarado, J. Manuel Velasco, Francisco Chávez de la O, José Ignacio Hidalgo, Francisco Fernández de Vega
2021	J	`jnl`	Glucose forecasting using genetic programming and latent glucose variability features. Appl. Soft Comput. Sergio Contador, J. Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo
2021	B	`conf`	Probabilistic Fitting of Glucose Models with Real-Coded Genetic Algorithms. CEC Carlos Cervigón, J. Manuel Velasco, Clara Burgos Simón, Rafael J. Villanueva, José Ignacio Hidalgo
2020	J	`jnl`	Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging. Appl. Soft Comput. José Ignacio Hidalgo, Marta Botella, J. Manuel Velasco, Oscar Garnica, Carlos Cervigón, Remedios Martínez, Aranzazu Aramendi, Esther Maqueda, Juan Lanchares
2020	J	`jnl`	Noise spectral analysis and error estimation of continuous glucose monitors under real-life conditions of diabetes patients. Biomed. Signal Process. Control. Oscar Garnica, Juan Lanchares, J. Manuel Velasco, José Ignacio Hidalgo, Marta Botella
2020	Misc	`conf`	Profiled glucose forecasting using genetic programming and clustering. SAC Sergio Contador, J. Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo
2019	—	`conf`	Can clustering improve glucose forecasting with genetic programming models? GECCO (Companion) Sergio Contador, José Ignacio Hidalgo, Oscar Garnica, J. Manuel Velasco, Juan Lanchares
2018	—	`ch.`	Identification of Models for Glucose Blood Values in Diabetics by Grammatical Evolution. Handbook of Grammatical Evolution José Ignacio Hidalgo, J. Manuel Colmenar, J. Manuel Velasco, Gabriel Kronberger, Stephan M. Winkler, Oscar Garnica, Juan Lanchares
2017	J	`jnl`	A meta-grammatical evolutionary process for portfolio selection and trading. Genet. Program. Evolvable Mach. Iván Contreras, José Ignacio Hidalgo, Laura Núñez-Letamendia, J. Manuel Velasco
2016	—	`conf`	Compilable Phenotypes: Speeding-Up the Evaluation of Glucose Models in Grammatical Evolution. EvoApplications (2) J. Manuel Colmenar, José Ignacio Hidalgo, Juan Lanchares, Oscar Garnica, José L. Risco-Martín, Iván Contreras, Almudena Sánchez, J. Manuel Velasco
2015	—	`conf`	Data-Based Identification of Prediction Models for Glucose. GECCO (Companion) J. Manuel Velasco, Stephan M. Winkler, José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, J. Manuel Colmenar, Esther Maqueda, Marta Botella, José Antonio Rubio