Jose Manuel Velasco
Jose Manuel Velasco
Professor of Computer Science, Universidad Complutense
Dirección de correo verificada de ucm.es
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Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data
JM Velasco, O Garnica, S Contador, J Lanchares, E Maqueda, M Botella, ...
2017 IEEE Congress on Evolutionary Computation (CEC), 2193-2200, 2017
102017
Adaptive tuning of reserved space in an appel collector
JM Velasco, K Olcoz, F Tirado
European Conference on Object-Oriented Programming, 542-558, 2004
102004
Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting
JM Velasco, O Garnica, J Lanchares, M Botella, JI Hidalgo
Memetic Computing 10 (3), 267-277, 2018
92018
Enhancing grammatical evolution through data augmentation: application to blood glucose forecasting
JM Velasco, O Garnica, S Contador, JM Colmenar, E Maqueda, M Botella, ...
European Conference on the Applications of Evolutionary Computation, 142-157, 2017
62017
Compilable phenotypes: Speeding-up the evaluation of glucose models in grammatical evolution
JM Colmenar, JI Hidalgo, J Lanchares, O Garnica, JL Risco, I Contreras, ...
European Conference on the Applications of Evolutionary Computation, 118-133, 2016
62016
Energy characterization of garbage collectors for dynamic applications on embedded systems
JM Velasco, D Atienza, K Olcoz, F Catthoor, F Tirado, JM Mendias
International Workshop on Power and Timing Modeling, Optimization and …, 2005
52005
Dynamic management of nursery space organization in generational collection
JM Velasco, A Ortiz, K Olcoz, F Tirado
Eighth Workshop on Interaction between Compilers and Computer Architectures …, 2004
52004
A hybrid automated trading system based on multi-objective grammatical evolution
I Contreras, JI Hidalgo, L Nunez-Letamendia
Journal of Intelligent & Fuzzy Systems 32 (3), 2461-2475, 2017
42017
Memory power optimization of java-based embedded systems exploiting garbage collection information
JM Velasco, D Atienza, K Olcoz
Journal of Systems Architecture 58 (2), 61-72, 2012
42012
Exploration of memory hierarchy configurations for efficient garbage collection on high-performance embedded systems
JM Velasco, D Atienza, K Olcoz
Proceedings of the 19th ACM Great Lakes symposium on VLSI, 3-8, 2009
42009
Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation
JM Velasco, O Garnica, S Contador, M Botella, J Lanchares, JI Hidalgo
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
22017
Recovery of particle detector degeneration based on the pulse height spectrum of an adaptive trapezoidal pulse shaper
O Garnica, J Lanchares, JM Velasco, JI Hidalgo
IEEE Transactions on Nuclear Science 64 (4), 1095-1100, 2017
22017
Data-based identification of prediction models for glucose
JM Velasco, S Winkler, JI Hidalgo, O Garnica, J Lanchares, JM Colmenar, ...
Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015
22015
Energy-aware modelling of garbage collectors for new dynamic embedded systems
JM Velasco, D Atienza, L Pinuel, F Catthoor, F Tirado, K Olcoz, ...
Proceedings of First Int'l Workshop on Power-Aware Real-Time Computing, Pisa …, 2004
22004
Can clustering improve glucose forecasting with genetic programming models?
S Contador, JI Hidalgo, O Garnica, JM Velasco, J Lanchares
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
12019
Identification of models for glucose blood values in diabetics by grammatical evolution
JI Hidalgo, JM Colmenar, JM Velasco, G Kronberger, SM Winkler, ...
Handbook of Grammatical Evolution, 367-393, 2018
12018
An explanatory analysis of electricity prices within day-ahead Spanish energy market by using a graphical automatization with R
JM Velasco, B González-Pérez, G Minana, V Lopez, R Caro
2014 IEEE International Conference on Progress in Informatics and Computing …, 2014
12014
Garbage collector refinement for new dynamic multimedia applications on embedded systems
JM Velasco, D Atienza, F Catthoor, F Tirado, K Olcoz, JM Mendias
Eighth Workshop on Interaction between Compilers and Computer Architectures …, 2004
12004
Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging
JI Hidalgo, M Botella, JM Velasco, O Garnica, C Cervigón, R Martínez, ...
Applied Soft Computing 88, 105923, 2020
2020
Embedded Grammars for Grammatical Evolution on GPGPU
JI Hidalgo, C Cervigón, JM Velasco, JM Colmenar, C García-Sánchez, ...
European Conference on the Applications of Evolutionary Computation, 789-805, 2017
2017
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Artículos 1–20