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José 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
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
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
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
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
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
Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging. Appl. Soft Comput. 88: 105923 (2020) - [j4]Oscar Garnica
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
Profiled glucose forecasting using genetic programming and clustering. SAC 2020: 529-536
2010 – 2019
- 2019
- [c14]Sergio Contador
Can clustering improve glucose forecasting with genetic programming models? GECCO (Companion) 2019: 1829-1836 - 2018
- [j3]José Manuel Velasco
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
Identification of Models for Glucose Blood Values in Diabetics by Grammatical Evolution. Handbook of Grammatical Evolution 2018: 367-393 - 2017
- [j2]Iván Contreras
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
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
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
Embedded Grammars for Grammatical Evolution on GPGPU. EvoApplications (1) 2017: 789-805 - [c10]José Manuel Velasco, Oscar Garnica
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
Compilable Phenotypes: Speeding-Up the Evaluation of Glucose Models in Grammatical Evolution. EvoApplications (2) 2016: 118-133 - 2015
- [c8]J. Manuel Velasco
Data-Based Identification of Prediction Models for Glucose. GECCO (Companion) 2015: 1327-1334 - 2012
- [j1]José Manuel Velasco
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
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
Garbage Collector Refinement for New Dynamic Multimedia Applications on Embedded Systems. Interaction between Compilers and Computer Architectures 2004: 25-32 - [c2]José Manuel Velasco
Dynamic Management of Nursery Space Organization in Generational Collection. Interaction between Compilers and Computer Architectures 2004: 33-40 - [c1]José Manuel Velasco, Katzalin Olcoz
Adaptive Tuning of Reserved Space in an Appel Collector. ECOOP 2004: 543-559
Coauthor Index
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