Sancho Salcedo-Sanz

297 papers A 3B 18C 18Misc 5Journal 192Unranked 59
YearRankTypeTitle / Venue / Authors
2026 J jnl
A cross-entropy based direct policy search algorithm for multi-objective energy storage control.
Neural Comput. Appl.
Gabriel Matos Cardoso Leite, Carolina Gil Marcelino, Silvia Jiménez-Fernández, Elizabeth Fialho Wanner, Sancho Salcedo-Sanz, Carlos Eduardo Pedreira
2026 J jnl
A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system.
CoRR
Luis M. Moreno-Saavedra, Silvia Jiménez-Fernández, Antonio Portilla-Figueras, David Casillas-Perez, Sancho Salcedo-Sanz
2026 J jnl
Evolutionary optimization of spatially-distributed multi-sensors placement for indoor surveillance environments with security levels.
CoRR
Luis M. Moreno-Saavedra, Vinícius G. Costa, Adrián Garrido-Sáez, Silvia Jiménez-Fernández, Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2025 J jnl
A comprehensive systematic literature review on artificial intelligence for error correction and modulation schemes in next-generation satellite communications.
Artif. Intell. Rev.
Ekta Sharma, Christopher P. Davey, Ravinesh C. Deo, Brad D. Carter, Sancho Salcedo-Sanz
2025 J jnl
Accurate calibration of hydrological models with evolutionary computation multi-method ensembles.
Environ. Model. Softw.
Eugenio Lorente-Ramos, Francisco Gomariz-Castillo, Francisco Pellicer-Martínez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2025 J jnl
An improved machine learning strategy for shear analysis in structural concrete based on the Newton's method and the solvability region of the steel constitutive model.
J. Comput. Phys.
Eugenio Lorente-Ramos, Alejandro M. Hernández-Díaz, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2025 J jnl
CoSeNet: A Novel Approach for Optimal Segmentation of Correlation Matrices.
CoRR
Alberto Palomo-Alonso, David Casillas-Perez, Silvia Jiménez-Fernández, Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2025 J jnl
Evolutionary optimization of spatially-distributed multi-sensors placement for indoor surveillance environments with security levels.
Future Gener. Comput. Syst.
Luis M. Moreno-Saavedra, Vinícius G. Costa, Adrián Garrido-Sáez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2025 J jnl
Go-around occurrence prediction with rule-induction, rule evolution and Machine Learning algorithms.
Adv. Eng. Informatics
Cosmin Madalin Marina, Jorge Pérez-Aracil, Eugenio Lorente-Ramos, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2025 J jnl
Hybridizing Machine Learning Algorithms With Numerical Models for Accurate Wind Power Forecasting.
Expert Syst. J. Knowl. Eng.
Álvaro Abad-Santjago, César Peláez-Rodríguez, Jorge Pérez-Aracil, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2025 J jnl
Learning for Visible Light Communications: Potential Scenarios and Applications.
IEEE Consumer Electron. Mag.
Máximo Morales Céspedes, Jorge Pérez-Aracil, Ana García Armada, Sancho Salcedo-Sanz
2025 C conf
Poster: Cloud Computing with AI-empowered Trends in Software-Defined Radios: Challenges and Opportunities.
WoWMoM
Ekta Sharma, Ravinesh C. Deo, Christopher P. Davey, Brad D. Carter, Sancho Salcedo-Sanz
2025 J jnl
Simultaneous multi-step wind speed prediction on multiple farms using multi-task deep learning.
Integr. Comput. Aided Eng.
Rafael Ayllón-Gavilán, Antonio Manuel Gómez-Orellana, Víctor Manuel Vargas, David Guijo-Rubio, Jorge Pérez-Aracil, Sancho Salcedo-Sanz, Pedro Antonio Gutiérrez, César Hervás-Martínez
2024 J jnl
A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic.
Knowl. Based Syst.
César Peláez-Rodríguez, Jorge Pérez-Aracil, Cosmin Madalin Marina, Luis Prieto-Godino, Carlos Casanova-Mateo, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz
2024 J jnl
A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system.
Comput. Oper. Res.
Luis M. Moreno-Saavedra, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, David Casillas-Pérez, Sancho Salcedo-Sanz
2024 J jnl
AI for Extreme Event Modeling and Understanding: Methodologies and Challenges.
CoRR
Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Kai-Hendrik Cohrs, Adrian Höhl, Andrea Castelletti, Aytac Pacal, Claire Robin, Francesco Martinuzzi, Ioannis Papoutsis, Ioannis Prapas, Jorge Pérez-Aracil, Katja Weigel, Maria Gonzalez-Calabuig, Markus Reichstein, Martin Rabel, Matteo Giuliani, Miguel D. Mahecha, Oana-Iuliana Popescu, Oscar J. Pellicer-Valero, Said Ouala, Sancho Salcedo-Sanz, Sebastian Sippel, Spyros Kondylatos, Tamara Happé, Tristan Williams
2024 J jnl
An explainable machine learning approach for hospital emergency department visits forecasting using continuous training and multi-model regression.
Comput. Methods Programs Biomed.
César Peláez-Rodríguez, Ricardo Torres-Lopez, Jorge Pérez-Aracil, Nieves López-Laguna, S. Sánchez-Rodríguez, Sancho Salcedo-Sanz
2024 J jnl
Atmospheric Visibility and Cloud Ceiling Predictions With Hybrid IIS-LSTM Integrated Model: Case Studies for Fiji's Aviation Industry.
IEEE Access
Shiveel Raj, Ravinesh C. Deo, Ekta Sharma, Ramendra Prasad, Toan Dinh, Sancho Salcedo-Sanz
2024 — conf
Autoencoder Framework for General Forecasting.
IWINAC (2)
Dusan Fister, César Peláez-Rodríguez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2024 J jnl
Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches.
Expert Syst. Appl.
César Peláez-Rodríguez, Jorge Pérez-Aracil, Dusan Fister, Ricardo Torres-Lopez, Sancho Salcedo-Sanz
2024 J jnl
CoSeNet: A novel approach for optimal segmentation of correlation matrices.
Digit. Signal Process.
Alberto Palomo-Alonso, David Casillas-Perez, Silvia Jiménez-Fernández, Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2024 J jnl
Collaboration and competition spatial complex networks in regional science.
J. Ambient Intell. Humaniz. Comput.
Sancho Salcedo-Sanz, Sara Cornejo-Bueno, David Casillas-Perez, Carlos Camacho-Gómez, Lucas Cuadra, Mihaela I. Chidean, Antonio J. Caamaño
2024 — conf
Data Augmentation Techniques for Extreme Wind Prediction Improvement.
IWINAC (2)
Marta Vega-Bayo, Antonio Manuel Gómez-Orellana, Víctor Manuel Vargas Yun, David Guijo-Rubio, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2024 — conf
Decision-Aid Applied to Rank Diverse Energy Storage Systems Technologies: A Methodology Using Information Fusion Concepts.
OL2A (2)
Leonardo Veiga Acioly Filho, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carla Amor Divino Moreira Delgado, Carolina Gil Marcelino
2024 J jnl
Deep Learning Based Over-the-Air Training of Wireless Communication Systems without Feedback.
Sensors
Christopher P. Davey, Ismail Shakeel, Ravinesh C. Deo, Sancho Salcedo-Sanz
2024 J jnl
Efficient evolution of decision trees via fully matrix-based fitness evaluation.
Appl. Soft Comput.
Vinícius G. Costa, Sancho Salcedo-Sanz, Carlos Eduardo Pedreira
2024 J jnl
End-to-end learning of adaptive coded modulation schemes for resilient wireless communications.
Appl. Soft Comput.
Christopher P. Davey, Ismail Shakeel, Ravinesh C. Deo, Ekta Sharma, Sancho Salcedo-Sanz, Jeffrey Soar
2024 — conf
Energy Flux Prediction Using an Ordinal Soft Labelling Strategy.
IWINAC (2)
Antonio M. Gómez-Orellana, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Jorge Pérez-Aracil, Sancho Salcedo-Sanz, César Hervás-Martínez, David Guijo-Rubio
2024 J jnl
Evolving interpretable decision trees for reinforcement learning.
Artif. Intell.
Vinícius G. Costa, Jorge Pérez-Aracil, Sancho Salcedo-Sanz, Carlos Eduardo Pedreira
2024 J jnl
Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection.
CoRR
Jorge Pérez-Aracil, César Peláez-Rodríguez, Ronan McAdam, Antonello Squintu, Cosmin M. Marina, Eugenio Lorente-Ramos, Niklas Luther, Veronica Torralba, Enrico Scoccimarro, Leone Cavicchia, Matteo Giuliani, Eduardo Zorita, Felicitas Hansen, David Barriopedro, Ricardo García-Herrera, Pedro A. Gutiérrez, Jürg Luterbacher, Elena Xoplaki, Andrea Castelletti, Sancho Salcedo-Sanz
2024 — conf
Machine Learning Health Estimation for Lithium-Ion Batteries Under Varied Conditions.
IWINAC (2)
Gabriel M. C. Leite, Jorge Pérez-Aracil, Carolina Gil Marcelino, Gabriel García-Gutiérrez, Milan Prodanovic, Enrique García-Quismondo, Sergio Pinilla, Jesús Palma, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2024 — conf
Machine Learning as Applied to Shape Parameterization of Submerged Arch Structures.
IWINAC (2)
Waldemar Hugo LLamosas-Mayca, Eugenio Lorente-Ramos, Jorge Pérez-Aracil, Alejandro M. Hernández-Díaz, Manuel D. García-Román, Sancho Salcedo-Sanz
2024 — conf
Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm.
IWINAC (2)
Antonio M. Gómez-Orellana, Víctor Manuel Vargas, David Guijo-Rubio, Jorge Pérez-Aracil, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez
2024 J jnl
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model.
IEEE Access
Lionel P. Joseph, Ravinesh C. Deo, David Casillas-Pérez, Ramendra Prasad, Nawin Raj, Sancho Salcedo-Sanz
2024 — conf
Multivariate-Autoencoder Flow-Analogue Method for Heat Waves Reconstruction.
CAEPIA
Cosmin Madalin Marina, Eugenio Lorente-Ramos, Rafael Ayllón-Gavilán, Pedro Antonio Gutiérrez, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2024 J jnl
NarmViz: A novel method for visualization of time series numerical association rules for smart agriculture.
Expert Syst. J. Knowl. Eng.
Iztok Fister Jr., Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz, Andreas Holzinger
2024 J jnl
Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model.
Eng. Appl. Artif. Intell.
Sujan Ghimire, Ravinesh C. Deo, S. Ali Pourmousavi, David Casillas-Pérez, Sancho Salcedo-Sanz
2024 — conf
Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model.
IWINAC (2)
César Peláez-Rodríguez, Laura Cornejo-Bueno, Dusan Fister, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2024 J jnl
Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model.
Eng. Appl. Artif. Intell.
Sujan Ghimire, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, S. Ali Pourmousavi, U. Rajendra Acharya
2024 — conf
Special-Crowd-Distance Boosted MESH Applied to the Operation of Cascade Hydro-Power Plants.
BRACIS (3)
Ronald Albert de Araújo Júnior, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carla Amor Divino Moreira Delgado, Carolina Gil Marcelino
2024 J jnl
Structures vibration control via tuned mass dampers using a co-evolution coral reefs optimization algorithm.
CoRR
Sancho Salcedo-Sanz, Carlos Camacho-Gómez, Álvaro Magdaleno, Emiliano Pereira, Antolín Lorenzana
2024 J jnl
TensorCRO: A TensorFlow-based implementation of a multi-method ensemble for optimization.
Expert Syst. J. Knowl. Eng.
Alberto Palomo-Alonso, Vinícius G. Costa, Luis M. Moreno-Saavedra, Eugenio Lorente-Ramos, Jorge Pérez-Aracil, Carlos Eduardo Pedreira, Sancho Salcedo-Sanz
2024 — conf
Towards next-generation federated learning: A case study on privacy attacks in artificial intelligence systems.
CAI
Ekta Sharma, Ravinesh C. Deo, Christopher P. Davey, Brad D. Carter, Sancho Salcedo-Sanz
2024 J jnl
Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model.
Expert Syst. Appl.
Salvin S. Prasad, Ravinesh C. Deo, Nathan J. Downs, David Casillas-Pérez, Sancho Salcedo-Sanz, Alfio V. Parisi
2023 — conf
A Comparative Study of Artificial Intelligence-Based Algorithms for Bitwise Decoding of Error Correction Codes.
ISCIT
Ekta Sharma, Ismail Shakeel, Ravinesh C. Deo, Christopher P. Davey, Sancho Salcedo-Sanz
2023 J jnl
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News.
IEEE ACM Trans. Audio Speech Lang. Process.
Alberto Palomo-Alonso, David Casillas-Pérez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2023 J jnl
A comprehensive review of visualization methods for association rule mining: Taxonomy, Challenges, Open problems and Future ideas.
CoRR
Iztok Fister Jr., Iztok Fister, Dusan Fister, Vili Podgorelec, Sancho Salcedo-Sanz
2023 J jnl
A comprehensive review of visualization methods for association rule mining: Taxonomy, challenges, open problems and future ideas.
Expert Syst. Appl.
Iztok Fister Jr., Iztok Fister, Dusan Fister, Vili Podgorelec, Sancho Salcedo-Sanz
2023 J jnl
Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques.
Appl. Soft Comput.
Dusan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz
2023 J jnl
Channel-Agnostic Training of Transmitter and Receiver for Wireless Communications.
Sensors
Christopher P. Davey, Ismail Shakeel, Ravinesh C. Deo, Sancho Salcedo-Sanz
2023 J jnl
Cross-entropy boosted CRO-SL for optimal power flow in smart grids.
Soft Comput.
Carolina Gil Marcelino, Jorge Pérez-Aracil, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Gabriel Matos Cardoso Leite, Sancho Salcedo-Sanz
2023 J jnl
Deep learning ensembles for accurate fog-related low-visibility events forecasting.
Neurocomputing
César Peláez-Rodríguez, Jorge Pérez-Aracil, A. de Lopez-Diz, Carlos Casanova-Mateo, Dusan Fister, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2023 J jnl
Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images.
IEEE Access
Sagthitharan Karalasingham, Ravinesh C. Deo, David Casillas-Pérez, Nawin Raj, Sancho Salcedo-Sanz
2023 J jnl
Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction.
Comput. Methods Programs Biomed.
Salvin S. Prasad, Ravinesh C. Deo, Sancho Salcedo-Sanz, Nathan J. Downs, David Casillas-Pérez, Alfio V. Parisi
2023 J jnl
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction.
Cogn. Comput.
Sujan Ghimire, Thong Nguyen-Huy, Ramendra Prasad, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, Binayak Bhandari
2023 J jnl
Improving numerical methods for the steel yield strain calculation in reinforced concrete members with Machine Learning algorithms.
Expert Syst. Appl.
Jorge Pérez-Aracil, Alejandro Mateo Hernández-Díaz, Cosmin Madalin Marina, Sancho Salcedo-Sanz
2023 J jnl
Solving an energy resource management problem with a novel multi-objective evolutionary reinforcement learning method.
Knowl. Based Syst.
Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carolina Gil Marcelino, Carlos Eduardo Pedreira
2023 J jnl
Time series numerical association rule mining variants in smart agriculture.
J. Ambient Intell. Humaniz. Comput.
Iztok Fister Jr., Dusan Fister, Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz
2022 — conf
A Multi-objective Approach for the Menu Planning Problem: A Brazilian Case Study.
OL2A
Rafaela Priscila Cruz Moreira, Carolina Gil Marcelino, Flávio V. C. Martins, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2022 J jnl
Accurate Long-term Air Temperature Prediction with a Fusion of Artificial Intelligence and Data Reduction Techniques.
CoRR
Dusan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz
2022 — conf
Active GA Accelerated by Simulated Annealing to Solve SPP in Packet Networks.
OL2A
Daniel S. Fonseca, Elizabeth F. Wanner, Carolina Gil Marcelino, Gabriel P. Silva, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2022 J jnl
An Improved C-DEEPSO Algorithm for Optimal Active-Reactive Power Dispatch in Microgrids With Electric Vehicles.
IEEE Access
Carolina Gil Marcelino, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2022 J jnl
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review.
CoRR
Sancho Salcedo-Sanz, Jorge Pérez-Aracil, Guido Ascenso, Javier Del Ser, David Casillas-Pérez, Christopher Kadow, Dusan Fister, David Barriopedro, Ricardo García-Herrera, Marcello Restelli, Matteo Giuliani, Andrea Castelletti
2022 — conf
Asynchronous and Distributed Multi-agent Systems: An Approach Using Actor Model.
OL2A
Felipe D. Reis, Tales B. Nascimento, Carolina Gil Marcelino, Elizabeth F. Wanner, Henrique E. Borges, Sancho Salcedo-Sanz
2022 — conf
Examining 5G Technology-Based Applications for Military Communications.
CyberICPS/SECPRE/SPOSE/CPS4CIP/CDT&SECOMAN/EIS/SecAssure@ESORICS
Antonio Portilla-Figueras, Salvador Llopis Sánchez, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2022 J jnl
Extended Weighted ABG: A Robust Non-Linear ABG-Based Approach for Optimal Combination of ABG Path-Loss Propagation Models.
IEEE Access
David Casillas-Pérez, Daniel Merino-Pérez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2022 J jnl
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia.
Eng. Appl. Artif. Intell.
Sujan Ghimire, Binayak Bhandari, David Casillas-Pérez, Ravinesh C. Deo, Sancho Salcedo-Sanz
2022 J jnl
Hybridizing machine learning with metaheuristics for preventing convergence failures in mechanical models based on compression field theories.
Appl. Soft Comput.
Alejandro M. Hernández-Díaz, Jorge Pérez-Aracil, David Casillas-Perez, Emiliano Pereira, Sancho Salcedo-Sanz
2022 J jnl
New Probabilistic-Dynamic Multi-Method Ensembles for Optimization based on the CRO-SL.
CoRR
Jorge Pérez-Aracil, Carlos Camacho-Gómez, Eugenio Lorente-Ramos, Cosmin Madalin Marina, Sancho Salcedo-Sanz
2022 J jnl
Optimal vibration isolation and alignment over non-rigid bases with the CRO-SL ensemble.
Eng. Appl. Artif. Intell.
Jorge Pérez-Aracil, Carlos Camacho-Gómez, Paul Reynolds, Emiliano Pereira, Sancho Salcedo-Sanz
2022 J jnl
Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives.
Appl. Soft Comput.
Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2022 B conf
Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm.
CEC
Carolina Gil Marcelino, Elizabeth F. Wanner, Flávio V. C. Martins, Jorge Pérez-Aracil, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2022 J jnl
Time series numerical association rule mining variants in smart agriculture.
CoRR
Iztok Fister Jr., Dusan Fister, Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz
2022 J jnl
Using Sequence-to-Sequence Models for Carrier Frequency Offset Estimation of Short Messages and Chaotic Maps.
IEEE Access
Christopher P. Davey, Ismail Shakeel, Ravinesh C. Deo, Sancho Salcedo-Sanz, Jeffrey Soar
2021 B conf
A Hybrid Multiobjective Solution for the Short-term Hydro-power Dispatch Problem: a Swarm Evolutionary Approach.
CEC
Carolina Gil Marcelino, Lucas B. de Oliveira, Elizabeth F. Wanner, Carla A. D. M. Delgado, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2021 J jnl
An Efficient Multi-objective Evolutionary Approach for Solving the Operation of Multi-Reservoir System Scheduling in Hydro-Power Plants.
CoRR
Carolina Gil Marcelino, Gabriel M. C. Leite, Carla A. D. M. Delgado, Lucas B. de Oliveira, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2021 J jnl
An efficient multi-objective evolutionary approach for solving the operation of multi-reservoir system scheduling in hydro-power plants.
Expert Syst. Appl.
Carolina Gil Marcelino, Gabriel M. C. Leite, Carla A. D. M. Delgado, Lucas B. de Oliveira, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2021 J jnl
Hydro-power production capacity prediction based on machine learning regression techniques.
Knowl. Based Syst.
C. Condemi, David Casillas-Perez, Loretta Mastroeni, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2021 J jnl
Memetic coral reefs optimization algorithms for optimal geometrical design of submerged arches.
Swarm Evol. Comput.
Jorge Pérez-Aracil, Carlos Camacho-Gómez, Alejandro Mateo Hernández-Díaz, Emiliano Pereira, David Camacho, Sancho Salcedo-Sanz
2021 B conf
Pattern Classification Applying Neighbourhood Component Analysis and Swarm Evolutionary Algorithms: A Coupled Methodology.
CEC
Gabriel M. C. Leite, Carolina Gil Marcelino, Elizabeth F. Wanner, Carlos Eduardo Pedreira, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2021 J jnl
Randomization-based Machine Learning in Renewable Energy Prediction Problems: Critical Literature Review, New Results and Perspectives.
CoRR
Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2020 J jnl
A Hybrid Coral Reefs Optimization - Variable Neighborhood Search Approach for the Unequal Area Facility Layout Problem.
IEEE Access
Laura García-Hernández, Lorenzo Salas-Morera, Carlos Carmona-Muñoz, Ajith Abraham, Sancho Salcedo-Sanz
2020 J jnl
A Novel Information Theoretical Criterion for Climate Network Construction.
Symmetry
Sara Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Luis Prieto-Godino, Sancho Salcedo-Sanz
2020 J jnl
A novel Island Model based on Coral Reefs Optimization algorithm for solving the unequal area facility layout problem.
Eng. Appl. Artif. Intell.
Laura García-Hernández, Lorenzo Salas-Morera, Carlos Carmona-Muñoz, J. A. Garcia-Hernandez, Sancho Salcedo-Sanz
2020 J jnl
A novel multi-objective Interactive Coral Reefs Optimization algorithm for the Unequal Area Facility Layout Problem.
Swarm Evol. Comput.
Laura García-Hernandez, Lorenzo Salas-Morera, Carlos Carmona-Muñoz, Ajith Abraham, Sancho Salcedo-Sanz
2020 J jnl
Addressing Unequal Area Facility Layout Problems with the Coral Reef Optimization algorithm with Substrate Layers.
Eng. Appl. Artif. Intell.
Laura García-Hernández, J. A. Garcia-Hernandez, Lorenzo Salas-Morera, Carlos Carmona-Muñoz, Norah Saleh Alghamdi, José Valente de Oliveira, Sancho Salcedo-Sanz
2020 J jnl
Correction to: Wind power ramp event detection with a hybrid neuro-evolutionary approach.
Neural Comput. Appl.
Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz
2020 A conf
Evolving energy demand estimation models over macroeconomic indicators.
GECCO
Nuno Lourenço, J. Manuel Colmenar, José Ignacio Hidalgo, Sancho Salcedo-Sanz
2020 J jnl
Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources.
CoRR
Sancho Salcedo-Sanz, Pedram Ghamisi, Maria Piles, Martin Werner, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls
2020 J jnl
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources.
Inf. Fusion
Sancho Salcedo-Sanz, Pedram Ghamisi, María Piles, Martin Werner, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls
2020 J jnl
Multi-fractal multi-resolution structures from DLA - Strange Attractors Hybrids.
Commun. Nonlinear Sci. Numer. Simul.
Sancho Salcedo-Sanz, Lucas Cuadra
2020 J jnl
Multi-task learning for the prediction of wind power ramp events with deep neural networks.
Neural Networks
Manuel Dorado-Moreno, Nicolò Navarin, Pedro Antonio Gutiérrez, Luis Prieto, Alessandro Sperduti, Sancho Salcedo-Sanz, César Hervás-Martínez
2020 J jnl
Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing.
Neural Process. Lett.
Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Laura Cornejo-Bueno, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez
2020 J jnl
Persistence Analysis and Prediction of Low-Visibility Events at Valladolid Airport, Spain.
Symmetry
Sara Cornejo-Bueno, David Casillas-Pérez, Laura Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2020 J jnl
Prediction of convective clouds formation using evolutionary neural computation techniques.
Neural Comput. Appl.
David Guijo-Rubio, Pedro Antonio Gutiérrez, Carlos Casanova-Mateo, Juan Carlos Fernández, Antonio M. Gómez-Orellana, Pablo Salvador-González, Sancho Salcedo-Sanz, César Hervás-Martínez
2020 J jnl
Submerged Arches Optimal Design With a Multi-Method Ensemble Meta-Heuristic Approach.
IEEE Access
Jorge Pérez-Aracil, Carlos Camacho-Gómez, Alejandro M. Hernández-Díaz, Emiliano Pereira, Sancho Salcedo-Sanz
2020 J jnl
Weighted ABG: A General Framework for Optimal Combination of ABG Path-Loss Propagation Models.
IEEE Access
David Casillas-Perez, Carlos Camacho-Gómez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2020 J jnl
Wind power ramp event detection with a hybrid neuro-evolutionary approach.
Neural Comput. Appl.
Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz
2019 J jnl
A Coral Reefs Optimization algorithm with substrate layer for robust Wi-Fi channel assignment.
Soft Comput.
Carlos Camacho-Gómez, Ivan Marsá-Maestre, José Manuel Giménez-Guzmán, Sancho Salcedo-Sanz
2019 J jnl
A mixture of experts model for predicting persistent weather patterns.
CoRR
María Pérez-Ortiz, Pedro Antonio Gutiérrez, Peter Tiño, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2019 J jnl
Applying the coral reefs optimization algorithm for solving unequal area facility layout problems.
Expert Syst. Appl.
Laura García-Hernández, Lorenzo Salas-Morera, J. A. Garcia-Hernandez, Sancho Salcedo-Sanz, José Valente de Oliveira
2019 J jnl
Bio-inspired computation: Where we stand and what's next.
Swarm Evol. Comput.
Javier Del Ser, Eneko Osaba, Daniel Molina, Xin-She Yang, Sancho Salcedo-Sanz, David Camacho, Swagatam Das, Ponnuthurai N. Suganthan, Carlos A. Coello Coello, Francisco Herrera
2019 — conf
Comparing Traditional Methods of Complex Networks Construction in a Wind Farm Production Analysis Problem.
COMPLEX NETWORKS (2)
Sara Cornejo-Bueno, Mihaela Ioana Chidean, Antonio J. Caamaño, Luis Prieto, Sancho Salcedo-Sanz
2019 J jnl
Dynamical memetization in coral reef optimization algorithms for optimal time series approximation.
Prog. Artif. Intell.
Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez
2019 J jnl
Optimal design of Microgrid's network topology and location of the distributed renewable energy resources using the Harmony Search algorithm.
Soft Comput.
Carlos Camacho-Gómez, Silvia Jiménez-Fernández, R. Mallol-Poyato, Javier Del Ser, Sancho Salcedo-Sanz
2018 Misc conf
A Hybrid Ensemble of Heterogeneous Regressors for Wind Speed Estimation in Wind Farms.
IDC
Laura Cornejo-Bueno, J. Acevedo-Rodríguez, Luis Prieto, Sancho Salcedo-Sanz
2018 J jnl
A Multi-Objective Genetic Algorithm for overlapping community detection based on edge encoding.
Inf. Sci.
Gema Bello Orgaz, Sancho Salcedo-Sanz, David Camacho
2018 B conf
A mixture of experts model for predicting persistent weather patterns.
IJCNN
M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Peter Tiño, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2018 J jnl
A statistically-driven Coral Reef Optimization algorithm for optimal size reduction of time series.
Appl. Soft Comput.
Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez
2018 — conf
An Empirical Validation of a New Memetic CRO Algorithm for the Approximation of Time Series.
CAEPIA
Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez
2018 J jnl
Bayesian optimization of a hybrid system for robust ocean wave features prediction.
Neurocomputing
Laura Cornejo-Bueno, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato, Sancho Salcedo-Sanz
2018 J jnl
Coral Reef Optimization with substrate layers for medical Image Registration.
Swarm Evol. Comput.
Enrique Bermejo Nievas, Manuel Chica, Sergio Damas, Sancho Salcedo-Sanz, Oscar Cordón
2018 J jnl
Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics.
Neurocomputing
Miren Nekane Bilbao, Javier Del Ser, Cristina Perfecto, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2018 J jnl
DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments.
Appl. Soft Comput.
Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
2018 J jnl
Efficient fog prediction with multi-objective evolutionary neural networks.
Appl. Soft Comput.
Antonio Manuel Durán-Rosal, Juan Carlos Fernández, Carlos Casanova-Mateo, Julia Sanz-Justo, Sancho Salcedo-Sanz, César Hervás-Martínez
2018 J jnl
Efficient fractal-based mutation in evolutionary algorithms from iterated function systems.
Commun. Nonlinear Sci. Numer. Simul.
Sancho Salcedo-Sanz, Adrián Aybar-Ruíz, Carlos Camacho-Gómez, Emiliano Pereira
2018 J jnl
Evaluation of dimensionality reduction methods applied to numerical weather models for solar radiation forecasting.
Eng. Appl. Artif. Intell.
Oscar García Hinde, Guillermo Terrén-Serrano, M. Á. Hombrados-Herrera, Vanessa Gómez-Verdejo, Silvia Jiménez-Fernández, Carlos Casanova-Mateo, Julia Sanz-Justo, Manel Martínez-Ramón, Sancho Salcedo-Sanz
2018 Misc conf
Generalized Probability Distribution Mixture Model for Clustering.
HAIS
David Crespo-Roces, Iván Méndez-Jiménez, Sancho Salcedo-Sanz, Miguel Cárdenas-Montes
2018 J jnl
Influence of overhead on LTE downlink performance: a comprehensive model.
Telecommun. Syst.
Amir M. Ahmadzadeh, Lucas Cuadra, Miguel A. del Arco-Vega, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2018 — conf
Merging ELMs with Satellite Data and Clear-Sky Models for Effective Solar Radiation Estimation.
IDEAL (2)
Laura Cornejo-Bueno, Carlos Casanova-Mateo, Julia Sanz-Justo, Sancho Salcedo-Sanz
2018 Misc conf
Mono-modal Medical Image Registration with Coral Reef Optimization.
HAIS
Enrique Bermejo Nievas, Manuel Chica, Sergio Damas, Sancho Salcedo-Sanz, Oscar Cordón
2018 J jnl
Optimal Design of a Planar Textile Antenna for Industrial Scientific Medical (ISM) 2.4 GHz Wireless Body Area Networks (WBAN) with the CRO-SL Algorithm.
Sensors
Rocio Sánchez-Montero, Carlos Camacho-Gómez, Pablo López-Espí, Sancho Salcedo-Sanz
2018 J jnl
Predicting compressive strength of lightweight foamed concrete using extreme learning machine model.
Adv. Eng. Softw.
Zaher Mundher Yaseen, Ravinesh C. Deo, Ameer A. Hilal, Abbas M. Abd, Laura Cornejo-Bueno, Sancho Salcedo-Sanz, Moncef L. Nehdi
2018 — conf
Wind Power Ramp Events Ordinal Prediction Using Minimum Complexity Echo State Networks.
IDEAL (2)
Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, Luis Prieto, César Hervás-Martínez
2017 — conf
A Coral Reef Optimization Algorithm for Wave Height Time Series Segmentation Problems.
IWANN (1)
Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez
2017 — conf
A Grouping Harmony Search Algorithm for Assigning Resources to Users in WCDMA Mobile Networks.
ICHSA
Adrián Aybar-Ruíz, Lucas Cuadra, Javier Del Ser, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2017 — conf
A Hybrid Neuro-Evolutionary Algorithm for Wind Power Ramp Events Detection.
IWANN (1)
Laura Cornejo-Bueno, Adrián Aybar-Ruíz, Carlos Camacho-Gómez, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz
2017 — conf
A Novel Grouping Harmony Search Algorithm for Clustering Problems.
ICHSA
Itziar Landa-Torres, Diana Manjarres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz
2017 J jnl
A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks.
Int. J. Bio Inspired Comput.
Esther Villar-Rodriguez, Javier Del Ser, Sergio Gil-Lopez, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2017 J jnl
A review on the coral reefs optimization algorithm: new development lines and current applications.
Prog. Artif. Intell.
Sancho Salcedo-Sanz
2017 J jnl
Adaptive nesting of evolutionary algorithms for the optimization of Microgrid's sizing and operation scheduling.
Soft Comput.
R. Mallol-Poyato, Silvia Jiménez-Fernández, P. Díaz-Villar, Sancho Salcedo-Sanz
2017 — conf
Bayesian Optimization of a Hybrid Prediction System for Optimal Wave Energy Estimation Problems.
IWANN (1)
Laura Cornejo-Bueno, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato, Sancho Salcedo-Sanz
2017 — conf
Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power Ramp Prediction.
IWANN (1)
Manuel Dorado-Moreno, Laura Cornejo-Bueno, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez
2017 B conf
Coral Reef Optimization for intensity-based medical image registration.
CEC
Enrique Bermejo Nievas, Manuel Chica, Sancho Salcedo-Sanz, Oscar Cordón
2017 J jnl
Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems.
Appl. Soft Comput.
Andoni Elola, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Enrique Alexandre, Sancho Salcedo-Sanz
2017 J jnl
Near-optimal user assignment in LTE mobile networks with evolutionary computing.
Trans. Emerg. Telecommun. Technol.
Miguel A. del Arco-Vega, Lucas Cuadra, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2017 J jnl
New coral reefs-based approaches for the model type selection problem: a novel method to predict a nation's future energy demand.
Int. J. Bio Inspired Comput.
Sancho Salcedo-Sanz, Jesús Muñoz-Bulnes, Mark J. A. Vermeij
2017 — conf
On the Creation of Diverse Ensembles for Nonstationary Environments Using Bio-inspired Heuristics.
ICHSA
Jesus L. Lobo, Javier Del Ser, Esther Villar-Rodriguez, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2016 J jnl
A Lamarckian Hybrid Grouping Genetic Algorithm with repair heuristics for resource assignment in WCDMA networks.
Appl. Soft Comput.
Lucas Cuadra, Adrián Aybar-Ruíz, Miguel Angel Del Arco, Julio Navío-Marco, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2016 Misc conf
A Probabilistic Sample Matchmaking Strategy for Imbalanced Data Streams with Concept Drift.
IDC
Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Ibai Lana, Sancho Salcedo-Sanz
2016 B conf
A coral reefs optimization algorithm with substrate layers and local search for large scale global optimization.
CEC
Sancho Salcedo-Sanz, Carlos Camacho-Gómez, Daniel Molina, Francisco Herrera
2016 J jnl
A feature selection method for author identification in interactive communications based on supervised learning and language typicality.
Eng. Appl. Artif. Intell.
Esther Villar-Rodriguez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2016 B conf
A grouping genetic algorithm - Extreme learning machine approach for optimal wave energy prediction.
CEC
Laura Cornejo-Bueno, Adrián Aybar-Ruíz, Silvia Jiménez-Fernández, Enrique Alexandre, Jose Carlos Nieto-Borge, Sancho Salcedo-Sanz
2016 J jnl
A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids.
Soft Comput.
Sancho Salcedo-Sanz, Carlos Camacho-Gómez, R. Mallol-Poyato, Silvia Jiménez-Fernández, Javier Del Ser
2016 J jnl
A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria.
Expert Syst. Appl.
Sancho Salcedo-Sanz, Pilar García-Díaz, Javier Del Ser, Miren Nekane Bilbao, José Antonio Portilla-Figueras
2016 B conf
A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems.
CEC
Esther Villar-Rodriguez, Antonio González-Pardo, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2016 J jnl
A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines.
Concurr. Comput. Pract. Exp.
Esther Villar-Rodriguez, Javier Del Ser, Ana I. Torre-Bastida, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2016 J jnl
A review of Computational Intelligence techniques in coral reef-related applications.
Ecol. Informatics
Sancho Salcedo-Sanz, Lucas Cuadra, Mark J. A. Vermeij
2016 — conf
Estimating the Spanish Energy Demand Using Variable Neighborhood Search.
CAEPIA
Jesús Sánchez-Oro, Abraham Duarte, Sancho Salcedo-Sanz
2016 — conf
Feature Selection with a Grouping Genetic Algorithm - Extreme Learning Machine Approach for Wind Power Prediction.
CAEPIA
Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Sancho Salcedo-Sanz
2016 B conf
Feature selection in solar radiation prediction using bootstrapped SVRs.
CEC
Oscar García Hinde, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Carlos Casanova-Mateo, Julia Sanz-Justo, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2016 — conf
Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines.
CAEPIA
Manuel Dorado-Moreno, Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez
2016 B conf
Optimal placement of distributed generation in micro-grids with binary and integer-encoding evolutionary algorithms.
CEC
Carlos Camacho-Gómez, R. Mallol-Poyato, Silvia Jiménez-Fernández, Laura Cornejo-Bueno, Sancho Salcedo-Sanz
2015 J jnl
2G/3G connect: An educational software for teaching 2G/3G mobile communications to engineering students.
Comput. Appl. Eng. Educ.
Juan Eulogio Sánchez-García, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz, Silvia Jiménez-Fernández
2015 — conf
A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off.
ICHSA
Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
2015 B conf
A Novel Grouping Genetic Algorithm for Assigning Resources to Users in WCDMA Networks.
EvoApplications
Lucas Cuadra, Sancho Salcedo-Sanz, Antonio D. Carnicer, Miguel Angel Del Arco, José Antonio Portilla-Figueras
2015 J jnl
An educational software tool to teach hyper-heuristics to engineering students based on the bubble breaker puzzle.
Comput. Appl. Eng. Educ.
Sancho Salcedo-Sanz, Silvia Jiménez-Fernández, J. M. Matías-Román, José Antonio Portilla-Figueras
2015 — conf
Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks.
ICHSA
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro, Sancho Salcedo-Sanz
2015 — conf
Energy Flux Range Classification by Using a Dynamic Window Autoregressive Model.
IWANN (2)
Pedro Antonio Gutiérrez, Juan Carlos Fernández, María Pérez-Ortiz, Laura Cornejo-Bueno, Enrique Alexandre-Cortizo, Sancho Salcedo-Sanz, César Hervás-Martínez
2015 — conf
Evolutionary Battery Scheduling Optimization Under Variable Electricity Prices in Micro-Grids with Renewable Generation.
SOCO
R. Mallol-Poyato, Sancho Salcedo-Sanz, Silvia Jiménez-Fernández, P. Díaz-Villar
2015 J jnl
Hybridizing Extreme Learning Machines and Genetic Algorithms to select acoustic features in vehicle classification applications.
Neurocomputing
Enrique Alexandre, Lucas Cuadra, Sancho Salcedo-Sanz, Á. Pastor-Sánchez, Carlos Casanova-Mateo
2015 C conf
Nested evolutionary algorithms for joint structure design and operation of micro-grids under variable electricity prices scenarios.
INISTA
R. Mallol-Poyato, Silvia Jiménez-Fernández, Laura Cornejo-Bueno, P. Díaz-Villar, Sancho Salcedo-Sanz
2015 J jnl
On the application of multi-objective harmony search heuristics to the predictive deployment of firefighting aircrafts: a realistic case study.
Int. J. Bio Inspired Comput.
Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Carlos Casanova-Mateo
2015 J jnl
Significant wave height and energy flux range forecast with machine learning classifiers.
Eng. Appl. Artif. Intell.
Juan Carlos Fernández, Sancho Salcedo-Sanz, Pedro Antonio Gutiérrez, Enrique Alexandre, César Hervás-Martínez
2014 — conf
A Bi-objective Harmony Search Approach for Deploying Cost-Effective Multi-hop Communications over Large-Area Wildfires.
SOCO-CISIS-ICEUTE
Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Sergio Gil-Lopez, José Antonio Portilla-Figueras
2014 J jnl
A Coral Reefs Optimization algorithm for optimal mobile network deployment with electromagnetic pollution control criterion.
Appl. Soft Comput.
Sancho Salcedo-Sanz, Pilar García-Díaz, José Antonio Portilla-Figueras, Javier Del Ser, Sergio Gil-Lopez
2014 — conf
A Novel Harmony Search Algorithm for One-Year-Ahead Energy Demand Estimation Using Macroeconomic Variables.
SOCO-CISIS-ICEUTE
Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Jesús Muñoz-Bulnes, Javier Del Ser, Miren Nekane Bilbao
2014 J jnl
A coral-reef optimization algorithm for the optimal service distribution problem in mobile radio access networks.
Trans. Emerg. Telecommun. Technol.
Sancho Salcedo-Sanz, Juan Eulogio Sánchez-García, José Antonio Portilla-Figueras, Silvia Jiménez-Fernández, Amir M. Ahmadzadeh
2014 J jnl
An evolutionary-based hyper-heuristic approach for the Jawbreaker puzzle.
Appl. Intell.
Sancho Salcedo-Sanz, J. M. Matías-Román, Silvia Jiménez-Fernández, Antonio Portilla-Figueras, Lucas Cuadra
2014 J jnl
New solver and optimal anticipation strategies design based on evolutionary computation for the game of MasterMind.
Evol. Intell.
Javier Maestro-Montojo, Sancho Salcedo-Sanz, Juan Julián Merelo Guervós
2014 Misc conf
On a Machine Learning Approach for the Detection of Impersonation Attacks in Social Networks.
IDC
Esther Villar-Rodriguez, Javier Del Ser, Sancho Salcedo-Sanz
2014 J jnl
Prediction of Daily Global Solar Irradiation Using Temporal Gaussian Processes.
IEEE Geosci. Remote. Sens. Lett.
Sancho Salcedo-Sanz, Carlos Casanova-Mateo, Jordi Muñoz-Marí, Gustavo Camps-Valls
2014 J jnl
Simultaneous modelling of rainfall occurrence and amount using a hierarchical nominal-ordinal support vector classifier.
Eng. Appl. Artif. Intell.
Javier Sánchez-Monedero, Sancho Salcedo-Sanz, Pedro Antonio Gutiérrez, Carlos Casanova-Mateo, César Hervás-Martínez
2014 J jnl
Support vector machines in engineering: an overview.
WIREs Data Mining Knowl. Discov.
Sancho Salcedo-Sanz, José Luis Rojo-Álvarez, Manel Martínez-Ramón, Gustavo Camps-Valls
2013 C conf
A Novel Coral Reefs Optimization Algorithm for Multi-objective Problems.
IDEAL
Sancho Salcedo-Sanz, Á. Pastor-Sánchez, D. Gallo-Marazuela, Antonio Portilla-Figueras
2013 J jnl
A multi-objective grouping Harmony Search algorithm for the optimal distribution of 24-hour medical emergency units.
Expert Syst. Appl.
Itziar Landa-Torres, Diana Manjarres, Sancho Salcedo-Sanz, Javier Del Ser, Sergio Gil-Lopez
2013 J jnl
A survey on applications of the harmony search algorithm.
Eng. Appl. Artif. Intell.
Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz, Zong Woo Geem
2013 J jnl
A traffic-based evolutionary algorithm for network clustering.
Appl. Soft Comput.
Maurizio Naldi, Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Luigi Laura, Antonio Portilla-Figueras, Giuseppe F. Italiano
2013 J jnl
An evolutionary-based hyper-heuristic approach for optimal construction of group method of data handling networks.
Inf. Sci.
J. Gascón-Moreno, Sancho Salcedo-Sanz, B. Saavedra-Moreno, Leopoldo Carro-Calvo, Antonio Portilla-Figueras
2013 B conf
Comparing Evolutionary Algorithms to Solve the Game of MasterMind.
EvoApplications
Javier Maestro-Montojo, Juan Julián Merelo Guervós, Sancho Salcedo-Sanz
2013 C conf
Direct Solar Radiation Prediction Based on Soft-Computing Algorithms Including Novel Predictive Atmospheric Variables.
IDEAL
Sancho Salcedo-Sanz, Carlos Casanova-Mateo, Á. Pastor-Sánchez, D. Gallo-Marazuela, Antonio Labajo-Salazar, Antonio Portilla-Figueras
2013 J jnl
Efficient citywide planning of open WiFi access networks using novel grouping harmony searchheuristics.
Eng. Appl. Artif. Intell.
Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras
2013 J jnl
Evolutionary computation approaches for real offshore wind farm layout: A case study in northern Europe.
Expert Syst. Appl.
Sancho Salcedo-Sanz, D. Gallo-Marazuela, Á. Pastor-Sánchez, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, Luis Prieto
2013 J jnl
Evolutionary optimization of multi-parametric kernel ε-SVMr for forecasting problems.
Soft Comput.
J. Gascón-Moreno, Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Beatriz Saavedra-Moreno, Antonio Portilla-Figueras
2013 C conf
Fuzzy Clustering with Grouping Genetic Algorithms.
IDEAL
Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, Lucas Cuadra, David Camacho
2013 J jnl
Mobile network deployment under electromagnetic pollution control criterion: An evolutionary algorithm approach.
Expert Syst. Appl.
Pilar García-Díaz, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Silvia Jiménez-Fernández
2013 J jnl
Neural computation in paleoclimatology: General methodology and a case study.
Neurocomputing
Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Jürg Luterbacher
2013 J jnl
On the design of a novel two-objective harmony search approach for distance- and connectivity-based localization in wireless sensor networks.
Eng. Appl. Artif. Intell.
Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Sancho Salcedo-Sanz, Roberto López-Valcarce
2013 J jnl
One-way urban traffic reconfiguration using a multi-objective harmony search approach.
Expert Syst. Appl.
Sancho Salcedo-Sanz, Diana Manjarres, Á. Pastor-Sánchez, Javier Del Ser, José Antonio Portilla-Figueras, Sergio Gil-Lopez
2013 J jnl
Ordinal and nominal classification of wind speed from synoptic pressurepatterns.
Eng. Appl. Artif. Intell.
Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez, Leopoldo Carro-Calvo, Javier Sánchez-Monedero, Luis Prieto
2013 C conf
Reconstruction of Wind Speed Based on Synoptic Pressure Values and Support Vector Regression.
IDEAL
B. Saavedra-Moreno, Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, J. Magdalena-Saiz
2012 J jnl
A comparative study of two hybrid grouping evolutionary techniques for the capacitated P-median problem.
Comput. Oper. Res.
Itziar Landa-Torres, Javier Del Ser, Sancho Salcedo-Sanz, Sergio Gil-Lopez, José Antonio Portilla-Figueras, Oscar Alonso-Garrido
2012 — conf
A discrete Particle Swarm Optimization Algorithm for Mobile Network Deployment Problems.
CAMAD
Pilar García-Díaz, Sancho Salcedo-Sanz, Javier Plaza-Laina, Antonio Portilla-Figueras, Javier Del Ser
2012 — conf
A heuristically-driven multi-criteria tool for the design of efficient open WiFi access networks.
CAMAD
Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz
2012 J jnl
A hybrid evolutionary programming approach for optimal worst case tolerance design of magnetic devices.
Appl. Soft Comput.
Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, José Antonio Portilla-Figueras, Silvia Jiménez-Fernández
2012 J jnl
A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem.
Expert Syst. Appl.
Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, José María Cabero, José Antonio Portilla-Figueras
2012 J jnl
A new grouping genetic algorithm for clustering problems.
Expert Syst. Appl.
Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Silvia Jiménez-Fernández, Leopoldo Carro-Calvo, Javier Del Ser, José Antonio Portilla-Figueras
2012 J jnl
A novel grouping harmony search algorithm for the multiple-type access node location problem.
Expert Syst. Appl.
Itziar Landa-Torres, Sergio Gil-Lopez, Sancho Salcedo-Sanz, Javier Del Ser, José Antonio Portilla-Figueras
2012 — conf
A preliminary approach to near-optimal multi-hop capacitated network design using grouping-dandelion encoded heuristics.
CAMAD
Itziar Landa-Torres, Diana Manjarres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz
2012 J jnl
Capacity estimation algorithm for simultaneous support of multi-class traffic services in Mobile WiMAX.
Comput. Commun.
Amir M. Ahmadzadeh, Juan Eulogio Sánchez-García, B. Saavedra-Moreno, Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2012 J jnl
Editorial.
Appl. Soft Comput.
Sergio Gil-Lopez, Sancho Salcedo-Sanz, Javier Del Ser
2012 J jnl
Efficient aerodynamic design through evolutionary programming and support vector regression algorithms.
Expert Syst. Appl.
Esther Andrés, Sancho Salcedo-Sanz, Fernando Monge, Ángel M. Pérez-Bellido
2012 J jnl
Evaluating the Internationalization Success of Companies Through a Hybrid Grouping Harmony Search - Extreme Learning Machine Approach.
IEEE J. Sel. Top. Signal Process.
Itziar Landa-Torres, Emilio G. Ortíz-García, Sancho Salcedo-Sanz, María Jesús Segovia-Vargas, Sergio Gil-Lopez, Isabel Marta Miranda, José M. Leiva-Murillo, Javier Del Ser
2012 J jnl
Evolutionary product unit neural networks for short-term wind speed forecasting in wind farms.
Neural Comput. Appl.
César Hervás-Martínez, Sancho Salcedo-Sanz, Pedro Antonio Gutiérrez, Emilio G. Ortíz-García, Luis Prieto
2012 — ed.
Mobile Lightweight Wireless Systems - Third International ICST Conference, MOBILIGHT 2011, Bilbao, Spain, May 9-10, 2011, Revised Selected Papers
MOBILIGHT
Javier Del Ser, Eduard A. Jorswieck, Joaquín Míguez, Marja Matinmikko, Daniel P. Palomar, Sancho Salcedo-Sanz, Sergio Gil-Lopez
2012 J jnl
New validation methods for improving standard and multi-parametric support vector regression training time.
Expert Syst. Appl.
J. Gascón-Moreno, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, J. Acevedo-Rodríguez, José Antonio Portilla-Figueras
2012 B conf
Traffic vs topology in network clustering: Does it matter?
IWCMC
Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, Maurizio Naldi, Luigi Laura, Giuseppe F. Italiano
2011 C conf
A Grouping Harmony Search approach for the Citywide WiFi deployment problem.
ISDA
Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras
2011 — conf
A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique.
IWANN (1)
Sergio Gil-Lopez, Itziar Landa-Torres, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras
2011 C conf
A binary-encoded tabu-list genetic algorithm for fast support vector regression hyper-parameters tuning.
ISDA
J. Gascón-Moreno, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Leopoldo Carro-Calvo, Beatriz Saavedra-Moreno, José Antonio Portilla-Figueras
2011 J jnl
A review of recent evolutionary computation-based techniques in wind turbines layout optimization problems.
Central Eur. J. Comput. Sci.
Sancho Salcedo-Sanz, B. Saavedra-Moreno, A. Paniagua-Tineo, Luis Prieto, Antonio Portilla-Figueras
2011 B conf
An evolutionary algorithm for network clustering through traffic matrices.
IWCMC
Sancho Salcedo-Sanz, Maurizio Naldi, Leopoldo Carro-Calvo, Luigi Laura, Antonio Portilla-Figueras, Giuseppe F. Italiano
2011 C conf
Evaluating nominal and ordinal classifiers for wind speed prediction from synoptic pressure patterns.
ISDA
Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez, Leopoldo Carro-Calvo, Javier Sánchez-Monedero, Luis Prieto
2011 — conf
Greenhouse Indoor Temperature Prediction Based on Extreme Learning Machines for Resource-Constrained Control Devices Implementation.
PAAMS (Special Sessions)
A. Paniagua-Tineo, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras, B. Saavedra-Moreno, G. López-Díaz
2011 — conf
Impact of the HSPDA-Based Mobile Broadband Access on the Investment of the 3G Access Network.
MOBILIGHT
Juan Eulogio Sánchez-García, Amir M. Ahmadzadeh, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2011 J jnl
Improving the prediction of average total ozone in column over the Iberian Peninsula using neural networks banks.
Neurocomputing
Sancho Salcedo-Sanz, J. L. Camacho, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Antonio Portilla-Figueras, E. Hernández-Martín
2011 J jnl
Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics.
Eng. Appl. Artif. Intell.
Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz
2011 — conf
Multi-parametric Gaussian Kernel Function Optimization for
IWANN (2)
J. Gascón-Moreno, Emilio G. Ortíz-García, Sancho Salcedo-Sanz, A. Paniagua-Tineo, B. Saavedra-Moreno, José Antonio Portilla-Figueras
2011 J jnl
Near optimal citywide WiFi network deployment using a hybrid grouping genetic algorithm.
Expert Syst. Appl.
Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Pablo Vidales, Gilberto A. Urueta, José Antonio Portilla-Figueras
2011 — conf
On the Application of a Novel Hybrid Harmony Search Algorithm to the Radar Polyphase Code Design Problem.
VTC Spring
Sergio Gil-Lopez, Javier Del Ser, Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2011 — conf
On the Performance of the
IWANN (2)
A. Paniagua-Tineo, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, J. Gascón-Moreno, B. Saavedra-Moreno, José Antonio Portilla-Figueras
2011 — conf
Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation.
IWANN (1)
B. Saavedra-Moreno, Sancho Salcedo-Sanz, A. Paniagua-Tineo, J. Gascón-Moreno, José Antonio Portilla-Figueras
2011 — conf
Resource allocation in rate-limited OFDMA Systems: A hybrid heuristic approach.
WSA
Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz
2011 J jnl
Short term wind speed prediction based on evolutionary support vector regression algorithms.
Expert Syst. Appl.
Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Luis Prieto
2011 C conf
Sizing a hybrid photovoltaic-hydrogen system for remote telecommunication stand-alone facilities using evolutionary algorithms.
ISDA
Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, G. Gomez-Prada, Leopoldo Carro-Calvo, José Antonio Portilla-Figueras, J. Maellas-Benito
2011 — conf
Strategic Mobile Network Planning Tool for 2G/3G Regulatory Studies.
MOBILIGHT
Juan Eulogio Sánchez-García, Amir M. Ahmadzadeh, Beatriz Saavedra-Moreno, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2011 J jnl
Team formation based on group technology: A hybrid grouping genetic algorithm approach.
Comput. Oper. Res.
Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Ángel M. Pérez-Bellido, Silvia Jiménez-Fernández
2010 — conf
A Competitive-game Project-based Learning Scheme for Mobile Communications Subjects.
CSEDU (2)
Antonio Portilla-Figueras, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2010 J jnl
A decision support system for the automatic management of keep-clear signs based on support vector machines and geographic information systems.
Expert Syst. Appl.
Sergio Lafuente-Arroyo, Sancho Salcedo-Sanz, Saturnino Maldonado-Bascón, José Antonio Portilla-Figueras, Roberto Javier López-Sastre
2010 J jnl
A genetic algorithm with switch-device encoding for optimal partition of switched industrial Ethernet networks.
J. Netw. Comput. Appl.
Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García
2010 — conf
An Experience to Include Advanced Optimization Techniques in Microwave Undergraduate Laboratories.
CSEDU (2)
Pablo López-Espí, Sancho Salcedo-Sanz, Rocio Sánchez-Montero, Antonio Portilla-Figueras
2010 J jnl
An incremental-encoding evolutionary algorithm for color reduction in images.
Integr. Comput. Aided Eng.
Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras
2010 — conf
Cross-Layer Clustering Optimization in Mobile Networks Using Evolutionary Algorithms.
MOBILIGHT
Leopoldo Carro-Calvo, Saturnino Maldonado-Bascón, Antonio Portilla-Figueras, Sergio Lafuente-Arroyo, Sancho Salcedo-Sanz
2010 J jnl
Evolutionary Optimization of Service Times in Interactive Voice Response Systems.
IEEE Trans. Evol. Comput.
Sancho Salcedo-Sanz, Maurizio Naldi, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras, Emilio G. Ortíz-García
2010 — conf
Generalized Logistic Regression Models Using Neural Network Basis Functions Applied to the Detection of Banking Crises.
IEA/AIE (3)
Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, María Jesús Segovia-Vargas, A. Sanchis, José Antonio Portilla-Figueras, Francisco Fernández-Navarro, César Hervás-Martínez
2010 — conf
On the Application of a Novel Grouping Harmony Search Algorithm to the Switch Location Problem.
MOBILIGHT
Sergio Gil-Lopez, Javier Del Ser, Itziar Landa-Torres, Laura Garcia-Padrones, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2010 — conf
Support Vector Regression Algorithms in the Forecasting of Daily Maximums of Tropospheric Ozone Concentration in Madrid.
HAIS (2)
Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, J. Gascón-Moreno, Antonio Portilla-Figueras
2009 B conf
A Hybrid Grouping Genetic Algorithm for citywide ubiquitous WiFi access deployment.
IEEE Congress on Evolutionary Computation
Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Pablo Vidales, Gilberto A. Urueta, Antonio Portilla-Figueras, Mark Solarski
2009 C conf
A Hybrid Grouping Genetic Algorithm for the Multiple-Type Access Node Location Problem.
IDEAL
Oscar Alonso-Garrido, Sancho Salcedo-Sanz, Luis E. Agustín-Blas, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras
2009 J jnl
A Nested Two-steps Evolutionary Algorithm for the Light-up Puzzle.
ICGA J.
Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras
2009 C conf
A Novel Estimation of the Regularization Parameter for
IDEAL
Emilio G. Ortíz-García, J. Gascón-Moreno, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras, Leopoldo Carro-Calvo
2009 B conf
A Parallel evolutionary algorithm for the hub location problem with fully interconnected backbone and access networks.
IEEE Congress on Evolutionary Computation
Emilio G. Ortíz-García, Lucas Martínez-Bernabeu, Sancho Salcedo-Sanz, Francisco Flórez-Revuelta, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras
2009 J jnl
A dandelion-encoded evolutionary algorithm for the delay-constrained capacitated minimum spanning tree problem.
Comput. Commun.
Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Maurizio Naldi
2009 J jnl
A hybrid grouping genetic algorithm for assigning students to preferred laboratory groups.
Expert Syst. Appl.
Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Ángel M. Pérez-Bellido
2009 J jnl
A survey of repair methods used as constraint handling techniques in evolutionary algorithms.
Comput. Sci. Rev.
Sancho Salcedo-Sanz
2009 J jnl
Accurate short-term wind speed prediction by exploiting diversity in input data using banks of artificial neural networks.
Neurocomputing
Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Luis Prieto, Francisco Correoso
2009 J jnl
An evolutionary multiclass algorithm for automatic classification of high range resolution radar targets.
Integr. Comput. Aided Eng.
Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Roberto Gil-Pita, Antonio Portilla-Figueras, Manuel Rosa-Zurera
2009 — conf
Estimating the Concentration of Nitrates in Water Samples Using PSO and VNS Approaches.
EvoWorkshops
Pablo López-Espí, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Oscar Alonso-Garrido, Antonio Portilla-Figueras
2009 J jnl
Evolutionary bandwidth allocation in reservation-based networks with Vickrey auctions.
Int. J. Intell. Inf. Database Syst.
Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, Pilar García-Díaz
2009 J jnl
Evolutionary design of oriented-tree networks using Cayley-type encodings.
Inf. Sci.
Sancho Salcedo-Sanz, Maurizio Naldi, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Emilio G. Ortíz-García
2009 — ch.
Hybrid Genetic Algorithms in Data Mining Applications.
Encyclopedia of Data Warehousing and Mining
Sancho Salcedo-Sanz, Gustavo Camps-Valls, Carlos Bousoño-Calzón
2009 C conf
Hyperbolic Tangent Basis Function Neural Networks Training by Hybrid Evolutionary Programming for Accurate Short-Term Wind Speed Prediction.
ISDA
César Hervás-Martínez, Pedro Antonio Gutiérrez, Juan Carlos Fernández, Sancho Salcedo-Sanz, Antonio Portilla-Figueras, Ángel M. Pérez-Bellido, Luis Prieto
2009 J jnl
Improving the performance of evolutionary algorithms in grid-based puzzles resolution.
Evol. Intell.
Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, Xin Yao
2009 J jnl
Improving the training time of support vector regression algorithms through novel hyper-parameters search space reductions.
Neurocomputing
Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras
2009 J jnl
Novel Heuristics for Cell Radius Determination in WCDMA Systems and Their Application to Strategic Planning Studies.
EURASIP J. Wirel. Commun. Netw.
Antonio Portilla-Figueras, Sancho Salcedo-Sanz, Klaus-Dieter Hackbarth, Francisco López-Ferreras, Guillermo Esteve-Asensio
2009 J jnl
On the performance of the LP-guided Hopfield network-genetic algorithm.
Comput. Oper. Res.
Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Francisco López-Ferreras
2008 J jnl
A comparison of memetic algorithms for the spread spectrum radar polyphase codes design problem.
Eng. Appl. Artif. Intell.
Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, José Antonio Portilla-Figueras, Francisco López-Ferreras
2008 J jnl
A simulated annealing approach to speaker segmentation in audio databases.
Eng. Appl. Artif. Intell.
José M. Leiva-Murillo, Sancho Salcedo-Sanz, Ascensión Gallardo-Antolín, Antonio Artés-Rodríguez
2008 C conf
Assignment of Students to Preferred Laboratory Groups Using a Hybrid Grouping Genetic Algorithm.
HIS
Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras
2008 J jnl
Assignment of cells to switches in a cellular mobile network using a hybrid Hopfield network-genetic algorithm approach.
Appl. Soft Comput.
Sancho Salcedo-Sanz, Xin Yao
2008 J jnl
Cell size determination in WCDMA systems using an evolutionary programming approach.
Comput. Oper. Res.
José Antonio Portilla-Figueras, Sancho Salcedo-Sanz, Alicia Oropesa-García, Carlos Bousoño-Calzón
2008 J jnl
Optimal switch location in mobile communication networks using hybrid genetic algorithms.
Appl. Soft Comput.
Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Christopher Thraves, Antonio Fernández Anta, Xin Yao
2008 C conf
Optimization of Automated Call Center Service Times Using Evolutionary Techniques.
HIS
Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Maurizio Naldi
2008 C conf
Short-Term Wind Speed Prediction by Hybridizing Global and Mesoscale Forecasting Models with Artificial Neural Networks.
HIS
Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Luis Prieto, D. Paredes, Francisco Correoso
2008 — conf
Solving Very Difficult Japanese Puzzles with a Hybrid Evolutionary-Logic Algorithm.
SEAL
Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Xin Yao
2008 — conf
Solving the Delay-Constrained Capacitated Minimum Spanning Tree Problem Using a Dandelion-Encoded Evolutionary Algorithm.
SEAL
Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Maurizio Naldi
2008 J jnl
Using a bank of binary Hopfield networks as constraints solver in hybrid algorithms.
Neurocomputing
Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras
2007 A conf
A hybrid evolutionary programming algorithm for spread spectrum radar polyphase codes design.
GECCO
Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras
2007 B conf
A hybrid hopfield network-genetic algorithm approach for the lights-up puzzle.
IEEE Congress on Evolutionary Computation
Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras
2007 — conf
An Agent System for Bandwidth Allocation in Reservation-Based Networks Using Evolutionary Computing and Vickrey Auctions.
KES-AMSTA
Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, Pilar García-Díaz
2007 C conf
An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets.
IDEAL
Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Roberto Gil-Pita, Antonio Portilla-Figueras, Manuel Rosa-Zurera
2007 J jnl
Automated generation and visualization of picture-logic puzzles.
Comput. Graph.
Emilio G. Ortíz-García, Sancho Salcedo-Sanz, José M. Leiva-Murillo, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras
2007 J jnl
Evolutionary Design of Digital Filters With Application to Subband Coding and Data Transmission.
IEEE Trans. Signal Process.
Sancho Salcedo-Sanz, Fernando Cruz-Roldán, Conor Heneghan, Xin Yao
2007 J jnl
Improving metaheuristics convergence properties in inductive query by example using two strategies for reducing the search space.
Comput. Oper. Res.
Sancho Salcedo-Sanz, Jing Su
2007 J jnl
On the application of linear transformations for genetic algorithms optimization.
Int. J. Knowl. Based Intell. Eng. Syst.
Sancho Salcedo-Sanz, Carlos Bousoño-Calzón
2007 J jnl
Optimal solution to crossbar packet-switch problems using a sequential binary Hopfield neural network.
Neurocomputing
Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2007 — conf
Solving Japanese Puzzles with Heuristics.
CIG
Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Xin Yao
2007 J jnl
Teaching Advanced Features of Evolutionary Algorithms Using Japanese Puzzles.
IEEE Trans. Educ.
Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Xin Yao
2006 J jnl
Hybrid meta-heuristics algorithms for task assignment in heterogeneous computing systems.
Comput. Oper. Res.
Sancho Salcedo-Sanz, Yong Xu, Xin Yao
2006 A conf
Nature-Inspired Algorithms for the Optimization of Optical Reference Signals.
PPSN
Sancho Salcedo-Sanz, José Sáez Landete, Manuel Rosa-Zurera
2006 J jnl
Offline Speaker Segmentation Using Genetic Algorithms and Mutual Information.
IEEE Trans. Evol. Comput.
Sancho Salcedo-Sanz, Ascensión Gallardo-Antolín, José M. Leiva-Murillo, Carlos Bousoño-Calzón
2006 J jnl
Solving terminal assignment problems with groups encoding: The wedding banquet problem.
Eng. Appl. Artif. Intell.
Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Fernando García-Vázquez, Silvia Jiménez-Fernández
2005 J jnl
A Hybrid Neural-Genetic Algorithm for the Frequency Assignment Problem in Satellite Communications.
Appl. Intell.
Sancho Salcedo-Sanz, Carlos Bousoño-Calzón
2005 J jnl
A portable and scalable algorithm for a class of constrained combinatorial optimization problems.
Comput. Oper. Res.
Sancho Salcedo-Sanz, Carlos Bousoño-Calzón
2005 J jnl
A two-phase heuristic evolutionary algorithm for personalizing course timetables: a case study in a Spanish university.
Comput. Oper. Res.
Ricardo Santiago-Mozos, Sancho Salcedo-Sanz, Mario de Prado-Cumplido, Carlos Bousoño-Calzón
2005 J jnl
Editorial.
Int. J. Comput. Intell. Appl.
Yong Xu, Sancho Salcedo-Sanz, Xin Yao
2005 J jnl
Genetic programming for the prediction of insolvency in non-life insurance companies.
Comput. Oper. Res.
Sancho Salcedo-Sanz, José Luis Fernández-Villacañas, María Jesús Segovia-Vargas, Carlos Bousoño-Calzón
2005 J jnl
Meta-Heuristic Algorithms for FPGA Segmented Channel Routing Problems with Non-standard Cost Functions.
Genet. Program. Evolvable Mach.
Sancho Salcedo-Sanz, Yong Xu, Xin Yao
2005 J jnl
Metaheuristic Approaches to Traffic Grooming in Wdm Optical Networks.
Int. J. Comput. Intell. Appl.
Yong Xu, Sancho Salcedo-Sanz, Xin Yao
2004 J jnl
A Discrete-Time Quantized-State Hopfield Neural Network.
Ann. Math. Artif. Intell.
Carlos Bousoño-Calzón, Sancho Salcedo-Sanz
2004 J jnl
A hybrid Hopfield network-genetic algorithm approach for the terminal assignment problem.
IEEE Trans. Syst. Man Cybern. Part B
Sancho Salcedo-Sanz, Xin Yao
2004 J jnl
A hybrid Hopfield network-simulated annealing approach for frequency assignment in satellite communications systems.
IEEE Trans. Syst. Man Cybern. Part B
Sancho Salcedo-Sanz, Ricardo Santiago-Mozos, Carlos Bousoño-Calzón
2004 J jnl
Enhancing genetic feature selection through restricted search and Walsh analysis.
IEEE Trans. Syst. Man Cybern. Part C
Sancho Salcedo-Sanz, Gustavo Camps-Valls, Fernando Pérez-Cruz, José Sepúlveda-Sanchis, Carlos Bousoño-Calzón
2004 J jnl
Feature selection methods involving support vector machines for prediction of insolvency in non-life insurance companies.
Intell. Syst. Account. Finance Manag.
Sancho Salcedo-Sanz, Mario de Prado-Cumplido, María Jesús Segovia-Vargas, Fernando Pérez-Cruz, Carlos Bousoño-Calzón
2004 B conf
Non-standard cost terminal assignment problems using tabu search approach.
IEEE Congress on Evolutionary Computation
Yong Xu, Sancho Salcedo-Sanz, Xin Yao
2003 J jnl
A mixed neural-genetic algorithm for the broadcast scheduling problem.
IEEE Trans. Wirel. Commun.
Sancho Salcedo-Sanz, Carlos Bousoño-Calzón, Aníbal R. Figueiras-Vidal
2002 C conf
Feature Selection via Genetic Optimization.
ICANN
Sancho Salcedo-Sanz, Mario de Prado-Cumplido, Fernando Pérez-Cruz, Carlos Bousoño-Calzón