José Ignacio Hidalgo
Orcid: 0000-0002-3046-6368Affiliations:
- Universidad Complutense de Madrid, Spain
According to our database1,
José Ignacio Hidalgo
authored at least 143 papers
between 1997 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Hardware real-time individualised blood glucose predictor generator based on grammars and cartesian genetic programming.
Genet. Program. Evolvable Mach., June, 2025
2024
Building uncertainty-aware mathematical models based on evidence from datasets using grammatical evolution optimization techniques: the case of the obesity dynamics.
Comput. Appl. Math., December, 2024
Learning Difference Equations With Structured Grammatical Evolution for Postprandial Glycaemia Prediction.
IEEE J. Biomed. Health Informatics, May, 2024
CoRR, 2024
2023
A particle swarm optimization algorithm with novelty search for combustion systems with ultra-low emissions and minimum fuel consumption.
Appl. Soft Comput., August, 2023
Patterns Detection in Glucose Time Series by Domain Transformations and Deep Learning.
CoRR, 2023
Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023
Modelling the Transmission Dynamics of Obesity: A Multi-Objective Approach Using Dynamic Structured Grammatical Evolution.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Comparing Individual Representations in Grammar-Guided Genetic Programming for Glucose Prediction in People with Diabetes.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Estimation of Interstitial Glucose from physical activity measures using Grammatical Evolution.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Hardware design of a model generator based on grammars and cartesian genetic programming for blood glucose prediction.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
2022
Blood glucose prediction using multi-objective grammatical evolution: analysis of the "agnostic" and "what-if" scenarios.
Genet. Program. Evolvable Mach., 2022
Collaborative Multiobjective Evolutionary Algorithms in search of better Pareto Fronts. An application to trading systems.
CoRR, 2022
Approaching epistemic and aleatoric uncertainty with evolutionary optimization: examples and challenges.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Evolutionary approach to model calibration with uncertainty: an application to breast cancer growth model.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Combining the Properties of Random Forest with Grammatical Evolution to Construct Ensemble Models.
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022
Obtaining Difference Equations for Glucose Prediction by Structured Grammatical Evolution and Sparse Identification.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Ensemble Models of Cutting-Edge Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes.
Sensors, 2021
A Critical Review of the state-of-the-art on Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes.
CoRR, 2021
Glucose forecasting using genetic programming and latent glucose variability features.
Appl. Soft Comput., 2021
Estimation of Grain-Level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 Using Genetic Programming.
Proceedings of the Applications of Evolutionary Computation, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Optimal Runtime Algorithm to Improve Fault Tolerance of Bus-Based Reconfigurable Designs.
IEEE Trans. Very Large Scale Integr. Syst., 2020
Multilayer analysis of population diversity in grammatical evolution for symbolic regression.
Soft Comput., 2020
A computational technique to predict the level of glucose of a diabetic patient with uncertainty in the short term.
Comput. Math. Methods, 2020
Noise spectral analysis and error estimation of continuous glucose monitors under real-life conditions of diabetes patients.
Biomed. Signal Process. Control., 2020
Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging.
Appl. Soft Comput., 2020
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Short and Medium Term Blood Glucose Prediction Using Multi-objective Grammatical Evolution.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge 2020.
Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020
2019
Calibration of an agent-based simulation model to the data of women infected by Human Papillomavirus with uncertainty.
Appl. Soft Comput., 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Determination of microscopic residual stresses using diffraction methods, EBSD maps, and evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting.
Memetic Comput., 2018
J. Syst. Inf. Technol., 2018
Special issue on "Evolutionary Algorithms on Parallel Architectures and Distributed Infrastructures".
Int. J. High Perform. Comput. Appl., 2018
Calibrating a large network model describing the transmission dynamics of the human papillomavirus using a particle swarm optimization algorithm in a distributed computing environment.
Int. J. High Perform. Comput. Appl., 2018
Proceedings of the Applications of Evolutionary Computation, 2018
Identification of Models for Glucose Blood Values in Diabetics by Grammatical Evolution.
Proceedings of the Handbook of Grammatical Evolution, 2018
2017
A genetic algorithm approach to customizing a glucose model based on usual therapeutic parameters.
Prog. Artif. Intell., 2017
J. Medical Syst., 2017
J. Intell. Fuzzy Syst., 2017
Genet. Program. Evolvable Mach., 2017
Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017
Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Using evolutionary algorithms to determine the residual stress profile across welds of age-hardenable aluminum alloys.
Appl. Soft Comput., 2016
Predicting Glycemia in Diabetic Patients By Evolutionary Computation and Continuous Glucose Monitoring.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Compilable Phenotypes: Speeding-Up the Evaluation of Glucose Models in Grammatical Evolution.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
2015
Neurocomputing, 2015
Parallel Bioinspired Algorithms on the Grid and Cloud - Guest editor message to the Special Issue.
J. Grid Comput., 2015
Thermal-aware floorplanner for 3D IC, including TSVs, liquid microchannels and thermal domains optimization.
Appl. Soft Comput., 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
2014
Blind optimisation problem instance classification via enhanced universal similarity metric.
Memetic Comput., 2014
A methodology to automatically optimize dynamic memory managers applying grammatical evolution.
J. Syst. Softw., 2014
glUCModel: A monitoring and modeling system for chronic diseases applied to diabetes.
J. Biomed. Informatics, 2014
Appl. Soft Comput., 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
2013
Soft Comput., 2013
Nat. Comput., 2013
Concurr. Comput. Pract. Exp., 2013
Special issue on parallel architectures and bioinspired algorithm: guest editors message.
Concurr. Comput. Pract. Exp., 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
2012
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012
Using a GPU-CPU architecture to speed up a GA-based real-time system for trading the stock market.
Soft Comput., 2012
IET Circuits Devices Syst., 2012
Proceedings of the 13th Latin American Test Workshop, 2012
Optimization of technical indicators in real time with multiobjective evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Applications of Evolutionary Computation, 2012
Proceedings of the Applications of Evolutionary Computation, 2012
A technique for the optimization of the parameters of technical indicators with Multi-Objective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Microprocess. Microsystems, 2011
Power Profiling-Guided Floorplanner for Thermal Optimization in 3D Multiprocessor Architectures.
Proceedings of the Integrated Circuit and System Design. Power and Timing Modeling, Optimization, and Simulation, 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
A combination of evolutionary algorithm and mathematical programming for the 3d thermal-aware floorplanning problem.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
2010
Parallel and Distributed Optimization of Dynamic Data Structures for Multimedia Embedded Systems.
Proceedings of the Parallel and Distributed Computational Intelligence, 2010
Interact. Technol. Smart Educ., 2010
Proceedings of the SummerSim '10, 2010
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2010
Comparison of Metaheuristics for Workforce Distribution in Multi-skill Call Centres.
Proceedings of the ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation, [part of the International Joint Conference on Computational Intelligence IJCCI 2010], Valencia, Spain, October 24, 2010
Parisian Approach - Reducing Computational Effort to Improve SMT Performance by setting Resizable Caches.
Proceedings of the ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation, [part of the International Joint Conference on Computational Intelligence IJCCI 2010], Valencia, Spain, October 24, 2010
Proceedings of the Artifical Intelligence and Soft Computing, 2010
Proceedings of the 20th ACM Great Lakes Symposium on VLSI 2009, 2010
Improving reliability of embedded systems through dynamic memory manager optimization using grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2010
Proceedings of the 13th Euromicro Conference on Digital System Design, 2010
Bivariate empirical and n-variate Archimedean copulas in estimation of distribution algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Characterizing asynchronous variable latencies through probability distribution functions.
Microprocess. Microsystems, 2009
Optimization methodology of dynamic data structures based on genetic algorithms for multimedia embedded systems.
J. Syst. Softw., 2009
Mixed heuristic and mathematical programming using reference points for dynamic data types optimization in multimedia embedded systems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Optimization of dynamic memory managers for embedded systems using grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Improving SMT performance: an application of genetic algorithms to configure resizable caches.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
2008
A parallel evolutionary algorithm to optimize dynamic data types in embedded systems.
Soft Comput., 2008
Int. J. High Perform. Syst. Archit., 2008
Proceedings of the 16th Euromicro International Conference on Parallel, 2008
Optimization of dynamic data types in embedded systems using DEVS/SOA-based modeling and simulation.
Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Analysis of multi-objective evolutionary algorithms to optimize dynamic data types in embedded systems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Design Flow of Dynamically-Allocated Data Types in Embedded Applications Based on Elitist Evolutionary Computation Optimization.
Proceedings of the 11th Euromicro Conference on Digital System Design: Architectures, 2008
2007
Reducing power of functional units in high-performance processors by checking instruction codes and resizing adders.
IET Comput. Digit. Tech., 2007
Optimization of dynamic data structures in multimedia embedded systems using evolutionary computation.
Proceedings of the 10th International Workshop on Software and Compilers for Embedded Systems, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
2006
A Technique to Reduce Static and Dynamic Power of Functional Units in High-Performance Processors.
Proceedings of the Integrated Circuit and System Design. Power and Timing Modeling, 2006
Sim-async: An Architectural Simulator for Asynchronous Processor Modeling Using Distribution Functions.
Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006
Proceedings of the Ninth Euromicro Conference on Digital System Design: Architectures, Methods and Tools (DSD 2006), 30 August, 2006
Comparing the Performance of a 64-bit Fully-Asynchronous Superscalar Processor versus its Synchronous Counterpart.
Proceedings of the Ninth Euromicro Conference on Digital System Design: Architectures, Methods and Tools (DSD 2006), 30 August, 2006
2005
Proceedings of the Integrated Circuit and System Design, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
A methodology for reconfigurable hardware design based upon evolutionary computation.
Microprocess. Microsystems, 2004
Empirical Characterization of the Latency of Long Asynchronous Pipelines with Data-Dependent Module Delays.
Proceedings of the 12th Euromicro Workshop on Parallel, 2004
2003
Proceedings of the 11th Euromicro Workshop on Parallel, 2003
Power-Consumption RRRRreduction in Asynchronous Circuits Using Delay Path Unequalization.
Proceedings of the Integrated Circuit and System Design, 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
2002
Proceedings of the Genetic Programming, 5th European Conference, 2002
Proceedings of the 2002 Euromicro Symposium on Digital Systems Design (DSD 2002), 2002
Proceedings of the 2002 Euromicro Symposium on Digital Systems Design (DSD 2002), 2002
2001
IEEE Trans. Evol. Comput., 2001
Proceedings of the Ninth Euromicro Workshop on Parallel and Distributed Processing, 2001
Proceedings of the Applications of Evolutionary Computing, 2001
Proceedings of the Euromicro Symposium on Digital Systems Design 2001 (Euro-DSD 2001), 2001
2000
Proceedings of the 26th EUROMICRO 2000 Conference, 2000
1999
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1999
1997
Proceedings of the 23rd EUROMICRO Conference '97, 1997