José Ignacio Hidalgo

Orcid: 0000-0002-3046-6368

Affiliations:
  • Universidad Complutense de Madrid, Spain


According to our database1, José Ignacio Hidalgo authored at least 139 papers between 1997 and 2023.

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Bibliography

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

Learning Difference Equations with Structured Grammatical Evolution for Postprandial Glycaemia Prediction.
CoRR, 2023

Patterns Detection in Glucose Time Series by Domain Transformations and Deep Learning.
CoRR, 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

Tree-Based Grammatical Evolution with Non-Encoding Nodes.
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

WebGE: An Open-Source Tool for Symbolic Regression Using Grammatical Evolution.
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

Evolving Classification Rules for Predicting Hypoglycemia Events.
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

Probabilistic Fitting of Glucose Models with Real-Coded Genetic Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Blood Glucose Prediction Using a Two Phase TSK Fuzzy Rule Based System.
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

Profiled glucose forecasting using genetic programming and clustering.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Evolving energy demand estimation models over macroeconomic indicators.
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

Structured grammatical evolution for glucose prediction in diabetic patients.
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

Determination of microscopic residual stresses using evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Can clustering improve glucose forecasting with genetic programming models?
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

Editorial.
Memetic Comput., 2018

Swarm hybrid optimization for a piecewise model fitting applied to a glucose model.
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

A CPU-GPU Parallel Ant Colony Optimization Solver for the Vehicle Routing Problem.
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

Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods.
J. Medical Syst., 2017

A hybrid automated trading system based on multi-objective grammatical evolution.
J. Intell. Fuzzy Syst., 2017

A meta-grammatical evolutionary process for portfolio selection and trading.
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

Embedded Grammars for Grammatical Evolution on GPGPU.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

Glucose Prognosis by Grammatical Evolution.
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
Comparative study of meta-heuristic 3D floorplanning algorithms.
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

Data-Based Identification of Prediction Models for Glucose.
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

Modeling glycemia in humans by means of Grammatical Evolution.
Appl. Soft Comput., 2014

Solving GA-hard problems with EMMRS and GPGPUs.
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
Matching island topologies to problem structure in parallel evolutionary algorithms.
Soft Comput., 2013

A parallel evolutionary algorithm for technical market indicators optimization.
Nat. Comput., 2013

3D thermal-aware floorplanner using a MOEA approximation.
Integr., 2013

A review of bioinspired computer-aided design tools for hardware design.
Concurr. Comput. Pract. Exp., 2013

Special issue on parallel architectures and bioinspired algorithm: guest editors message.
Concurr. Comput. Pract. Exp., 2013

An evolutionary methodology for automatic design of finite state machines.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Combining Technical Analysis and Grammatical Evolution in a Trading System.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

2012
Introduction.
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012

Parallel Architectures for Improving the Performance of a GA Based Trading System.
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

Power profiling-guided floorplanner for 3D multi-processor systems-on-chip.
IET Circuits Devices Syst., 2012

Fast and scalable temperature-driven floorplan design in 3D MPSoCs.
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

Migration and Replacement Policies for Preserving Diversity in Dynamic Environments.
Proceedings of the Applications of Evolutionary Computation, 2012

A GA Combining Technical and Fundamental Analysis for Trading the Stock Market.
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
Simulation of high-performance memory allocators.
Microprocess. Microsystems, 2011

A phase adaptive cache hierarchy for SMT processors.
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

On a generalized name entity recognizer based on Hidden Markov Models.
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

(1+2)-evolution strategy for fitting a straight shuffle of min to a dataset.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Multi-objective optimization of dynamic memory managers using grammatical evolution.
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

Parallel Architectures and Bioinspired Algorithms.
Parallel Comput., 2010

iTest: online assessment and self-assessment in mathematics.
Interact. Technol. Smart Educ., 2010

Simulating a LAGS processor to consider variable latency on L1 D-Cache.
Proceedings of the SummerSim '10, 2010

Adaptive Task Migration Policies for Thermal Control in MPSoCs.
Proceedings of the VLSI 2010 Annual Symposium - Selected papers, 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

Forecasting in a Multi-skill Call Centre.
Proceedings of the Artifical Intelligence and Soft Computing, 2010

Thermal-aware floorplanning exploration for 3D multi-core architectures.
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

A Memetic Algorithm for Workforce Distribution in Dynamic Multi-Skill Call Centres.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2010

Adaptive Cache Memories for SMT Processors.
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

Multiobjective optimization of technical market indicators.
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

Particle swarm optimisation of memory usage in embedded systems.
Int. J. High Perform. Syst. Archit., 2008

Modelling Asynchronous Systems using Probability Distribution Functions.
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

Solving discrete deceptive problems with EMMRS.
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

Technical market indicators optimization using evolutionary algorithms.
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

Is the island model fault tolerant?
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

A Power-Aware Technique for Functional Units in High-Performance Processors.
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
Power Reduction of Superscalar Processor Functional Units by Resizing Adder-Width.
Proceedings of the Integrated Circuit and System Design, 2005

Balancing the computation effort in genetic algorithms.
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
Hybrid Parallelization of a Compact Genetic Algorithm.
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

Multi-FPGA Systems Synthesis by Means of Evolutionary Computation.
Proceedings of the Genetic and Evolutionary Computation, 2003

2002
Transformation of Equational Specification by Means of Genetic Programming.
Proceedings of the Genetic Programming, 5th European Conference, 2002

Optimization of Equational Specifications Using Genetic Techniques.
Proceedings of the 2002 Euromicro Symposium on Digital Systems Design (DSD 2002), 2002

A Hybrid Evolutionary Algorithm for Multi-FPGA Systems Design.
Proceedings of the 2002 Euromicro Symposium on Digital Systems Design (DSD 2002), 2002

2001
A hybrid heuristic for the traveling salesman problem.
IEEE Trans. Evol. Comput., 2001

A Parallel Compact Genetic Algorithm for Multi-FPGA Partitioning.
Proceedings of the Ninth Euromicro Workshop on Parallel and Distributed Processing, 2001

A Parallel Hybrid Heuristic for the TSP.
Proceedings of the Applications of Evolutionary Computing, 2001

Pipelined Genetic Architecture with Fitness on the Fly.
Proceedings of the Euromicro Symposium on Digital Systems Design 2001 (Euro-DSD 2001), 2001

2000
Partitioning and Placement for Multi-FPGA Systems Using Genetic Algorithms.
Proceedings of the 26th EUROMICRO 2000 Conference, 2000

1999
A Method for Model Parameter Identification Using Parallel Genetic Algorithms.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1999

1997
Functional Partitioning for Hardware-Software Codesign using Genetic Algorithms.
Proceedings of the 23rd EUROMICRO Conference '97, 1997


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