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ORCIDJosé Manuel Velasco
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2020 – today
- 2024
[j9]Daniel Parra, José Ignacio Hidalgo, José Manuel Velasco, Rafael-Jacinto Villanueva
:
Building uncertainty-aware mathematical models based on evidence from datasets using grammatical evolution optimization techniques: the case of the obesity dynamics. Comput. Appl. Math. 43(8): 420 (2024)- [j8]Daniel Parra, David Joedicke, J. Manuel Velasco, Gabriel Kronberger, José Ignacio Hidalgo:
Learning Difference Equations With Structured Grammatical Evolution for Postprandial Glycaemia Prediction. IEEE J. Biomed. Health Informatics 28(5): 3067-3078 (2024) - 2023
- [c23]Daniel Parra, Alberto Gutiérrez-Gallego, José Manuel Velasco, Rafael-Jacinto Villanueva, José Ignacio Hidalgo:
Modelling the Transmission Dynamics of Obesity: A Multi-Objective Approach Using Dynamic Structured Grammatical Evolution. GECCO Companion 2023: 73-74 - [c22]José Ignacio Hidalgo, José Manuel Velasco, Daniel Parra, Oscar Garnica:
Genetic Programming Techniques for Glucose Prediction in People with Diabetes. GPTP 2023: 105-124 - [i2]J. Alvarado, J. Manuel Velasco, F. Chávez, José Ignacio Hidalgo, Francisco Fernández de Vega:
Patterns Detection in Glucose Time Series by Domain Transformations and Deep Learning. CoRR abs/2303.17616 (2023) - [i1]Daniel Parra, David Joedicke, J. Manuel Velasco, Gabriel Kronberger, José Ignacio Hidalgo:
Learning Difference Equations with Structured Grammatical Evolution for Postprandial Glycaemia Prediction. CoRR abs/2307.01238 (2023) - 2022
- [j7]Sergio Contador, J. Manuel Colmenar, Oscar Garnica, J. Manuel Velasco, José Ignacio Hidalgo:
Blood glucose prediction using multi-objective grammatical evolution: analysis of the "agnostic" and "what-if" scenarios. Genet. Program. Evolvable Mach. 23(2): 161-192 (2022) - [c21]Daniel Parra, David Joedicke, Alberto Gutiérrez, J. Manuel Velasco, Oscar Garnica, J. Manuel Colmenar, José Ignacio Hidalgo:
Obtaining Difference Equations for Glucose Prediction by Structured Grammatical Evolution and Sparse Identification. EUROCAST 2022: 189-196 - [c20]Daniel Parra, Alberto Gutiérrez, José Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo:
Combining the Properties of Random Forest with Grammatical Evolution to Construct Ensemble Models. EvoApplications 2022: 61-76 - [c19]Josu Ceberio, Juan Carlos Cortés, Francisco Fernández de Vega, Oscar Garnica, José Ignacio Hidalgo, J. Manuel Velasco, Rafael-Jacinto Villanueva:
Approaching epistemic and aleatoric uncertainty with evolutionary optimization: examples and challenges. GECCO Companion 2022: 1909-1915 - 2021
- [j6]Sergio Contador, J. Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo:
Glucose forecasting using genetic programming and latent glucose variability features. Appl. Soft Comput. 110: 107609 (2021) - [c18]Jorge Alvarado, J. Manuel Velasco, Francisco Chávez de la O, José Ignacio Hidalgo, Francisco Fernández de Vega:
Blood Glucose Prediction Using a Two Phase TSK Fuzzy Rule Based System. CEC 2021: 712-719 - [c17]Carlos Cervigón, J. Manuel Velasco, Clara Burgos Simón, Rafael J. Villanueva, José Ignacio Hidalgo:
Probabilistic Fitting of Glucose Models with Real-Coded Genetic Algorithms. CEC 2021: 736-743 - 2020
- [j5]José Ignacio Hidalgo, Marta Botella, J. Manuel Velasco, Oscar Garnica, Carlos Cervigón, Remedios Martínez, Aranzazu Aramendi, Esther Maqueda, Juan Lanchares:
Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging. Appl. Soft Comput. 88: 105923 (2020) - [j4]Oscar Garnica, Juan Lanchares, J. Manuel Velasco, José Ignacio Hidalgo, Marta Botella:
Noise spectral analysis and error estimation of continuous glucose monitors under real-life conditions of diabetes patients. Biomed. Signal Process. Control. 61: 101934 (2020) - [c16]David Joedicke, Gabriel Kronberger, José Manuel Colmenar, Stephan M. Winkler, José Manuel Velasco, Sergio Contador, José Ignacio Hidalgo:
Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge 2020. KDH@ECAI 2020: 141-145 - [c15]Sergio Contador, J. Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo:
Profiled glucose forecasting using genetic programming and clustering. SAC 2020: 529-536
2010 – 2019
- 2019
- [c14]Sergio Contador, José Ignacio Hidalgo, Oscar Garnica, J. Manuel Velasco, Juan Lanchares:
Can clustering improve glucose forecasting with genetic programming models? GECCO (Companion) 2019: 1829-1836 - 2018
- [j3]José Manuel Velasco, Oscar Garnica, Juan Lanchares, Marta Botella, José Ignacio Hidalgo:
Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting. Memetic Comput. 10(3): 267-277 (2018) - [p1]José Ignacio Hidalgo, J. Manuel Colmenar, J. Manuel Velasco, Gabriel Kronberger, Stephan M. Winkler, Oscar Garnica, Juan Lanchares:
Identification of Models for Glucose Blood Values in Diabetics by Grammatical Evolution. Handbook of Grammatical Evolution 2018: 367-393 - 2017
- [j2]Iván Contreras, José Ignacio Hidalgo, Laura Núñez-Letamendia, J. Manuel Velasco:
A meta-grammatical evolutionary process for portfolio selection and trading. Genet. Program. Evolvable Mach. 18(4): 411-431 (2017) - [c13]José Manuel Velasco, Oscar Garnica, Sergio Contador, Juan Lanchares, Esther Maqueda, Marta Botella, José Ignacio Hidalgo:
Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data. CEC 2017: 2193-2200 - [c12]José Manuel Velasco, Oscar Garnica, Sergio Contador, José Manuel Colmenar, Esther Maqueda, Marta Botella, Juan Lanchares, José Ignacio Hidalgo:
Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting. EvoApplications (1) 2017: 142-157 - [c11]José Ignacio Hidalgo, Carlos Cervigón, José Manuel Velasco, J. Manuel Colmenar, Carlos García Sánchez, Guillermo Botella:
Embedded Grammars for Grammatical Evolution on GPGPU. EvoApplications (1) 2017: 789-805 - [c10]José Manuel Velasco, Oscar Garnica, Sergio Contador, Marta Botella, Juan Lanchares, José Ignacio Hidalgo:
Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation. GECCO (Companion) 2017: 1387-1394 - 2016
- [c9]J. Manuel Colmenar, José Ignacio Hidalgo, Juan Lanchares, Oscar Garnica, José L. Risco-Martín, Iván Contreras, Almudena Sánchez, J. Manuel Velasco:
Compilable Phenotypes: Speeding-Up the Evaluation of Glucose Models in Grammatical Evolution. EvoApplications (2) 2016: 118-133 - 2015
- [c8]J. Manuel Velasco, Stephan M. Winkler, José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, J. Manuel Colmenar, Esther Maqueda, Marta Botella, José Antonio Rubio:
Data-Based Identification of Prediction Models for Glucose. GECCO (Companion) 2015: 1327-1334 - 2012
- [j1]José Manuel Velasco, David Atienza, Katzalin Olcoz:
Memory power optimization of Java-based embedded systems exploiting garbage collection information. J. Syst. Archit. 58(2): 61-72 (2012)
2000 – 2009
- 2009
- [c7]José Manuel Velasco, David Atienza, Katzalin Olcoz:
Exploration of memory hierarchy configurations for efficient garbage collection on high-performance embedded systems. ACM Great Lakes Symposium on VLSI 2009: 3-8 - 2007
- [c6]José Manuel Velasco, David Atienza, Katzalin Olcoz, Francisco Tirado:
Efficient Object Placement including Node Selection in a Distributed Virtual Machine. PARCO 2007: 509-516 - 2005
- [c5]José Manuel Velasco, David Atienza, Katzalin Olcoz, Francky Catthoor:
Performance Evaluation of Barrier Techniques for Distributed Tracing Garbage Collectors. PARCO 2005: 549-556 - [c4]José Manuel Velasco, David Atienza, Katzalin Olcoz, Francky Catthoor, Francisco Tirado, Jose Manuel Mendias:
Energy Characterization of Garbage Collectors for Dynamic Applications on Embedded Systems. PATMOS 2005: 69-78 - 2004
- [c3]José Manuel Velasco, David Atienza, Francky Catthoor, Francisco Tirado, Katzalin Olcoz, Jose Manuel Mendias:
Garbage Collector Refinement for New Dynamic Multimedia Applications on Embedded Systems. Interaction between Compilers and Computer Architectures 2004: 25-32 - [c2]José Manuel Velasco, Antonio Ortiz, Katzalin Olcoz, Francisco Tirado:
Dynamic Management of Nursery Space Organization in Generational Collection. Interaction between Compilers and Computer Architectures 2004: 33-40 - [c1]José Manuel Velasco, Katzalin Olcoz, Francisco Tirado:
Adaptive Tuning of Reserved Space in an Appel Collector. ECOOP 2004: 543-559
Coauthor Index
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