Alejandro Cervantes

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 12

Top Topics

Crew Scheduling

Air Traffic Flow Management

Top Venues

Expert Syst. Appl.

Eng. Appl. Artif. Intell.

Publications

Iván Martínez, Javier García-Heras, Aniel Jardines, Alejandro Cervantes, Manuel Soler
Predicting Air Traffic Flow Management hotspots due to weather using Convolutional Neural Networks. Eng. Appl. Artif. Intell. 133 (2024)
Alejandro Cervantes, David Quintana, Yago Saez, Pedro Isasi
Longitudinal Segmented Analysis of Internet Usage and Well-Being Among Older Adults. Int. J. Interact. Multim. Artif. Intell. 8 (6) (2024)
Andrés L. Suárez-Cetrulo, David Quintana, Alejandro Cervantes
A survey on machine learning for recurring concept drifting data streams. Expert Syst. Appl. 213 (Part) (2023)
Emilio Martín, Alejandro Cervantes, Yago Saez, Pedro Isasi
IACS-HCSP: Improved ant colony optimization for large-scale home care scheduling problems. Expert Syst. Appl. 142 (2020)
Saúl Alonso-Monsalve, Andrés L. Suárez-Cetrulo, Alejandro Cervantes, David Quintana
Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators. Expert Syst. Appl. 149 (2020)
Andrés L. Suárez-Cetrulo, Alejandro Cervantes, David Quintana
Incremental Market Behavior Classification in Presence of Recurring Concepts. Entropy 21 (1) (2019)
Alejandro Baldominos, Alejandro Cervantes, Yago Saez, Pedro Isasi
A Comparison of Machine Learning and Deep Learning Techniques for Activity Recognition using Mobile Devices. Sensors 19 (3) (2019)
Alejandro Cervantes, Christian Gagné, Pedro Isasi, Marc Parizeau
Evaluating and Characterizing Incremental Learning from Non-Stationary Data. CoRR (2018)
Francisco Luna, Alejandro Cervantes, Pedro Isasi, Juan F. Valenzuela-Valdés
Grid-enabled evolution strategies for large-scale home care crew scheduling. Clust. Comput. 21 (2) (2018)
Inés María Galván, José María Valls, Alejandro Cervantes, Ricardo Aler
Multi-objective evolutionary optimization of prediction intervals for solar energy forecasting with neural networks. Inf. Sci. 418 (2017)
David Quintana, Alejandro Cervantes, Yago Sáez, Pedro Isasi
Clustering technique for large-scale home care crew scheduling problems. Appl. Intell. 47 (2) (2017)
Andrés L. Suárez-Cetrulo, Alejandro Cervantes
An online classification algorithm for large scale data streams: iGNGSVM. Neurocomputing 262 (2017)
Francisco Luna, Alejandro Cervantes, Pedro Isasi
Large-Scale Home Care Crew Scheduling with a Parallel Evolutionary Algorithm. 3PGCIC (2013)
Alejandro Cervantes, Pedro Isasi, Caroline Gagné, Marc Parizeau
Learning from non-stationary data using a growing network of prototypes. IEEE Congress on Evolutionary Computation (2013)
Francisco Chicano, Alejandro Cervantes, Francisco Luna, Gustavo Recio
A Novel Multiobjective Formulation of the Robust Software Project Scheduling Problem. EvoApplications (2012)
Alejandro Cervantes, Inés María Galván, Pedro Isasi Viñuela
Michigan Particle Swarm Optimization for Prototype Reduction in Classification Problems. New Gener. Comput. 27 (3) (2009)
Sandra García-Rodríguez, Cristóbal Luque, Alejandro Cervantes, Inés María Galván
Multiobjective Algorithms Hybridization to Optimize Broadcasting Parameters in Mobile Ad-Hoc Networks. IWANN (1) (2009)
Carlos Segura, Alejandro Cervantes, Antonio J. Nebro, María Dolores Jaraíz-Simón, Eduardo Segredo, Sandra García-Rodríguez, Francisco Luna, Juan Antonio Gómez Pulido, Gara Miranda, Cristóbal Luque, Enrique Alba, Miguel Ángel Vega Rodríguez, Coromoto León, Inés María Galván
Optimizing the DFCN Broadcast Protocol with a Parallel Cooperative Strategy of Multi-Objective Evolutionary Algorithms. EMO (2009)
Alejandro Cervantes, Inés María Galván, Pedro Isasi
AMPSO: A New Particle Swarm Method for Nearest Neighborhood Classification. IEEE Trans. Syst. Man Cybern. Part B 39 (5) (2009)
Alejandro Cervantes, Inés María Galván, Pedro Isasi
An Adaptive Michigan Approach PSO for Nearest Prototype Classification. IWINAC (2) (2007)
Enrique Alba, Alejandro Cervantes, J. A. Gómez, Pedro Isasi, M. D. Jaraíz, Coromoto León, Gabriel Luque, Francisco Luna, Gara Miranda, Antonio J. Nebro, Raúl Pérez, Carlos Segura
Metaheuristic Approaches for Optimal Broadcasting Design in Metropolitan MANETs. EUROCAST (2007)
R. Perez-Perez, Cristóbal Luque, Alejandro Cervantes, Pedro Isasi
Multiobjective algorithms to optimize broadcasting parameters in mobile Ad-hoc networks. IEEE Congress on Evolutionary Computation (2007)
Alejandro Cervantes, Inés María Galván, Pedro Isasi
Building Nearest Prototype Classifiers Using a Michigan Approach PSO. SIS (2007)
Alejandro Cervantes, Inés María Galván, Pedro Isasi
A comparison between the Pittsburgh and Michigan approaches for the binary PSO algorithm. Congress on Evolutionary Computation (2005)