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Alejandro Cervantes

Observed names: A. Cervantes, Alejandro Cervantes Rovira, Alejandro Cervantes-Rovira, CERVANTES, ALEJANDRO, Cervantes Rovira, Alejandro, Cervantes, Alejandro
ORCID: 0000-0001-5442-953X
Observed ORCID: 0000-0001-5442-953X
OpenAlex ID: A5035508090
A survey on machine learning for recurring concept drifting data streams
2022 · Andrés L. Suárez-Cetrulo, David Quintana, et al. · Expert Systems with Applications · 210
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Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators
2020 · Saúl Alonso-Monsalve, Andrés L. Suárez-Cetrulo, et al. · Expert Systems with Applications · 203
AMPSO: A New Particle Swarm Method for Nearest Neighborhood Classification
2009 · A. Cervantes, I.M. Galvan, et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 104
Multi-objective evolutionary optimization of prediction intervals for solar energy forecasting with neural networks
2017 · Inés M. Galván, José M. Valls, et al. · Information Sciences · 96
A Comparison of Machine Learning and Deep Learning Techniques for Activity Recognition using Mobile Devices
2019 · Alejandro Baldominos, Alejandro Cervantes, et al. · Sensors · 77
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Internet Use and Psychological Well-Being at Advanced Age: Evidence from the English Longitudinal Study of Aging
2018 · David Quintana, Alejandro Cervantes, et al. · International Journal of Environmental Research and Public Health · 76
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IACS-HCSP: Improved ant colony optimization for large-scale home care scheduling problems
2019 · Emilio Martin, Alejandro Cervantes, et al. · Expert Systems with Applications · 42
Incremental Market Behavior Classification in Presence of Recurring Concepts
2019 · Andrés Suárez-Cetrulo, Alejandro Cervantes, et al. · Entropy · 25
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A Comparison between the Pittsburgh and Michigan Approaches for the Binary PSO Algorithm
2005 · A. Cervantes, I. Galvan, et al. · IEEE Congress on Evolutionary Computation (CEC) · 25
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Machine Learning for Financial Prediction Under Regime Change Using Technical Analysis: A Systematic Review.
2023 · Andrés L. Suárez Cetrulo, David Quintana, et al. · International Journal of Interactive Multimedia and Artificial Intelligence · 19
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Clustering technique for large-scale home care crew scheduling problems
2017 · David Quintana, Alejandro Cervantes, et al. · Applied Intelligence · 19
Physics-informed neural networks for high-resolution weather reconstruction from sparse weather stations
2024 · Álvaro Moreno Soto, Alejandro Cervantes, et al. · Open Research Europe · 18
A Novel Multiobjective Formulation of the Robust Software Project Scheduling Problem
2012 · Francisco Chicano, Alejandro Cervantes, et al. · Lecture notes in computer science · 16
An Adaptive Michigan Approach PSO for Nearest Prototype Classification
2007 · Alejandro Cervantes, Inés Galván, et al. · Lecture notes in computer science · 16
Predicting Air Traffic Flow Management hotspots due to weather using Convolutional Neural Networks
2024 · Iván Martínez, Javier García-Heras, et al. · Engineering Applications of Artificial Intelligence · 15
Convection indicator for pre-tactical air traffic flow management using neural networks
2021 · Aniel Jardines, Manuel Soler, et al. · Machine Learning with Applications · 14
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Optimizing the DFCN Broadcast Protocol with a Parallel Cooperative Strategy of Multi-Objective Evolutionary Algorithms
2009 · Carlos Segura, Alejandro Cervantes, et al. · Lecture notes in computer science · 13
Michigan Particle Swarm Optimization for Prototype Reduction in Classification Problems
2009 · Alejandro Cervantes, Inés Galván, et al. · New Generation Computing · 11
Evaluating and Characterizing Incremental Learning from Non-Stationary Data
2018 · Cervantes, Alejandro, Gagné, Christian, et al. · arXiv (Cornell University) · 9
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Grid-enabled evolution strategies for large-scale home care crew scheduling
2017 · Francisco Luna, Alejandro Cervantes, et al. · Cluster Computing · 8
An online classification algorithm for large scale data streams: iGNGSVM
2017 · Andrés L. Suárez-Cetrulo, Alejandro Cervantes · Neurocomputing · 8
Multiobjective algorithms to optimize broadcasting parameters in mobile Ad-hoc networks
2007 · R. Perez-Perez, C. Luque, et al. · IEEE Congress on Evolutionary Computation (CEC) · 8
Multiobjective Algorithms Hybridization to Optimize Broadcasting Parameters in Mobile Ad-Hoc Networks
2009 · Sandra García, Cristóbal Luque, et al. · Lecture notes in computer science · 7
Building Nearest Prototype Classifiers Using a Michigan Approach PSO
2007 · Alejandro Cervantes, Ines Galvan, et al. · IEEE Swarm Intelligence Symposium · 7
Large-Scale Home Care Crew Scheduling with a Parallel Evolutionary Algorithm
2013 · Francisco Luna, Alejandro Cervantes, et al. · International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC) · 5
Works count: 43
Citation count: 1,083
H-index: 15
I10-index: 18
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