Miguel Cárdenas-Montes

Orcid: 0000-0003-4445-8868

Affiliations:
  • CIEMAT, Department of Fundamental Research, Madrid, Spain


According to our database1, Miguel Cárdenas-Montes authored at least 72 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Assessing Generative Artificial Intelligence in Fundamental Physics with Gaussian Processes.
Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

2023
PBIL for optimizing inception module in convolutional neural networks.
Log. J. IGPL, March, 2023

2022
Evolutionary game theory in a cell: A membrane computing approach.
Inf. Sci., 2022

Uncertainty estimation in the forecasting of the 222<i>Rn</i> radiation level time series at the Canfranc Underground Laboratory.
Log. J. IGPL, 2022

Dynamic Price of Parking Service based on Deep Learning.
CoRR, 2022

2021
Detection of anomalous episodes in urban Ozone maps.
Expert Syst. J. Knowl. Eng., 2021

Estimation of Machine Learning model uncertainty in particle physics event classifiers.
Comput. Phys. Commun., 2021

Understanding the input-output relationship of neural networks in the time series forecasting radon levels at Canfranc Underground Laboratory.
CoRR, 2021

Nowcasting for Improving Radon-222 Forecasting at Canfranc Underground Laboratory.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Window Size Optimization for Gaussian Processes in Large Time Series Forecasting.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

2020
Slope-to-optimal-solution-based evaluation of the hardness of travelling salesman problem instances.
Log. J. IGPL, 2020

An alternative view for incorporating more scaled differences to differential evolution.
Log. J. IGPL, 2020

PBIL for Optimizing Hyperparameters of Convolutional Neural Networks and STL Decomposition.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

Neural Networks for Background Rejection in DEAP-3600 Detector.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2019
Modeling low-resolution galaxy spectral energy distribution with evolutionary algorithms.
Neurocomputing, 2019

Ensemble Deep Learning for Forecasting ^222Rn 222 R n Radiation Level at Canfranc Underground Laboratory.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

Search of Extreme Episodes in Urban Ozone Maps.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

Forecast Daily Air-Pollution Time Series with Deep Learning.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

2018
Weibull-based scaled-differences schema for Differential Evolution.
Swarm Evol. Comput., 2018

Performance evaluation of the three-point angular correlation function.
Parallel Comput., 2018

Voronoi Tessellation for reducing the processing time of correlation functions.
Comput. Phys. Commun., 2018

Creating hard-to-solve instances of travelling salesman problem.
Appl. Soft Comput., 2018

Modelling and Forecasting of the ^222Rn Radiation Level Time Series at the Canfranc Underground Laboratory.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Generalized Probability Distribution Mixture Model for Clustering.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Time Series Decomposition for Improving the Forecasting Performance of Convolutional Neural Networks.
Proceedings of the Advances in Artificial Intelligence, 2018

2017
Report: Performance comparison between C2075 and P100 GPU cards using cosmological correlation functions.
CoRR, 2017

Performance study of a signal-extraction algorithm using different parallelisation strategies for the Cherenkov Telescope Array's real-time-analysis software.
Concurr. Comput. Pract. Exp., 2017

Parallel evaluation of nonseparable functions by evolutionary algorithms on GPU.
Concurr. Comput. Pract. Exp., 2017

Time and Energy to Solution Evaluation for the Three-Point Angular Correlation Function.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Incorporating More Scaled Differences to Differential Evolution.
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

An Accuracy-Aware Implementation of Two-Point Three-Dimensional Correlation Function using Bin-Recycling Strategy on GPU.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016
Bin recycling strategy for improving the histogram precision on GPU.
Comput. Phys. Commun., 2016

Bin Recycling Strategy for an Accuracy-Aware Implementation of Two-Point Angular Correlation Function on GPU.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

Evaluation of Decision Trees Algorithms for Position Reconstruction in Argon Dark Matter Experiment.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

Evaluating the Difficulty of Instances of the Travelling Salesman Problem in the Nearby of the Optimal Solution Based on Random Walk Exploration.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

Predicting Hardness of Travelling Salesman Problem Instances.
Proceedings of the Advances in Artificial Intelligence, 2016

2015
Effect of Data Layout in the Evaluation Time of Non-Separable Functions on GPU.
Comput. Informatics, 2015

Particle Swarm Optimizer with Finite Velocity of Information Transmission.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

A Comparison Exercise on Parallel Evaluation of Rosenbrock Function.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
GPU-based shear-shear correlation calculation.
Comput. Phys. Commun., 2014

Performance and precision of histogram calculation on GPUs: Cosmological analysis as a case study.
Comput. Phys. Commun., 2014

Metaheuristics for Modelling Low-Resolution Galaxy Spectral Energy Distribution.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

Depth-Based Outlier Detection Algorithm.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

Performance evaluation of a signal extraction algorithm for the Cherenkov Telescope Array's Real Time Analysis pipeline.
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

High-performance implementations for shear-shear correlation calculation.
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

2013
Metaoptimization of Differential Evolution by Using Productions of Low-Number of Cycles: The Fitting of Rotation Curves of Spiral Galaxies as Case Study.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Concurrent CPU-GPU Code Optimization: The Two-Point Angular Correlation Function as Case Study.
Proceedings of the Advances in Artificial Intelligence, 2013

2012
Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011
Accelerating Particle Swarm Algorithm with GPGPU.
Proceedings of the 19th International Euromicro Conference on Parallel, 2011

Distributed and Asynchronous Bees Algorithm Applied to Nuclear Fusion Research.
Proceedings of the 19th International Euromicro Conference on Parallel, 2011

Effect of the Block Occupancy in GPGPU over the Performance of Particle Swarm Algorithm.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Sensitiveness of Evolutionary Algorithms to the Random Number Generator.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Speeding Up a Chaos-Based Image Encryption Algorithm Using GPGPU.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011

GPU-Based Evaluation to Accelerate Particle Swarm Algorithm.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011

2010
Grid-based metaheuristics to improve a nuclear fusion device.
Concurr. Comput. Pract. Exp., 2010

Artificial Bee Colony Inspired Algorithm Applied to Fusion Research in a Grid Computing Environment.
Proceedings of the 18th Euromicro Conference on Parallel, 2010

Empirical Study of Performance of Particle Swarm Optimization Algorithms Using Grid Computing.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2010

Performance Improvement in Multipopulation Particle Swarm Algorithm.
Proceedings of the Distributed Computing and Artificial Intelligence, 2010

Distributed and Asynchronous Bees Algorithm: An Efficient Model for Large Scale Problems Optimizations.
Proceedings of the Distributed Computing and Artificial Intelligence, 2010

2009
Evolutionary computation and grid computing to optimise nuclear fusion devices.
Clust. Comput., 2009

Scatter Search and Grid Computing to Improve Nuclear Fusion Devices.
Proceedings of the Large-Scale Scientific Computing, 7th International Conference, 2009

Exploration of the Conjecture of Bateman Using Particle Swarm Optimisation and Grid Computing.
Proceedings of the Eighth International Symposium on Parallel and Distributed Computing, 2009

Grid-Oriented Scatter Search Algorithm.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Grid-Enabled Mutation-Based Genetic Algorithm to Optimise Nuclear Fusion Devices.
Proceedings of the Computer Aided Systems Theory, 2009

2008
EdgES: the Common Boundary between Service and Desktop Grids.
Parallel Process. Lett., 2008

Increasing GP Computing Power via Volunteer Computing
CoRR, 2008

Grid Computing in Order to Implement a Three-Dimensional Magnetohydrodynamic Equilibrium Solver for Plasma Confinement.
Proceedings of the 16th Euromicro International Conference on Parallel, 2008

Peaks Detection in X-Ray Diffraction Profiles Using Grid Computing.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008, 2008

Using a Genetic Algorithm and the Grid to Improve Transport Levels in the TJ-II Stellarator.
Proceedings of the 7th International Symposium on Parallel and Distributed Computing (ISPDC 2008), 2008

EDGeS: A Bridge between Desktop Grids and Service Grids.
Proceedings of the Third ChinaGrid Annual Conference, ChinaGrid 2008, Dunhuang, Gansu, 2008

A FPGA Optimization Tool Based on a Multi-island Genetic Algorithm Distributed over Grid Environments.
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007
Volunteer Computing, an Interesting Option for Grid Computing: Extremadura as Case Study.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007


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