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2025
[c100]
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Ekta Sharma, Ravinesh C. Deo, Christopher P. Davey, Brad D. Carter, Sancho Salcedo-Sanz:
Poster: Cloud Computing with AI-empowered Trends in Software-Defined Radios: Challenges and Opportunities. WoWMoM 2025: 298-300
2024
[j167]
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Lionel P. Joseph, Ravinesh C. Deo, David Casillas-Pérez, Ramendra Prasad, Nawin Raj, Sancho Salcedo-Sanz:
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model. IEEE Access 12: 58750-58777 (2024)
[j166]
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Shiveel Raj, Ravinesh C. Deo, Ekta Sharma, Ramendra Prasad, Toan Dinh, Sancho Salcedo-Sanz:
Atmospheric Visibility and Cloud Ceiling Predictions With Hybrid IIS-LSTM Integrated Model: Case Studies for Fiji's Aviation Industry. IEEE Access 12: 72530-72543 (2024)
[j165]
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Vinícius G. Costa, Jorge Pérez-Aracil, Sancho Salcedo-Sanz, Carlos Eduardo Pedreira:
Evolving interpretable decision trees for reinforcement learning. Artif. Intell. 327: 104057 (2024)
[j164]
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Vinícius G. Costa, Sancho Salcedo-Sanz, Carlos Eduardo Pedreira:
Efficient evolution of decision trees via fully matrix-based fitness evaluation. Appl. Soft Comput. 150: 111045 (2024)
[j163]
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Christopher P. Davey, Ismail Shakeel, Ravinesh C. Deo, Ekta Sharma, Sancho Salcedo-Sanz, Jeffrey Soar:
End-to-end learning of adaptive coded modulation schemes for resilient wireless communications. Appl. Soft Comput. 159: 111672 (2024)
[j162]
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  - journals/cmpb/PelaezRodriguezTPLSS24
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César Peláez-Rodríguez, Ricardo Torres-Lopez, Jorge Pérez-Aracil, Nieves López-Laguna, S. Sánchez-Rodríguez, Sancho Salcedo-Sanz:
An explainable machine learning approach for hospital emergency department visits forecasting using continuous training and multi-model regression. Comput. Methods Programs Biomed. 245: 108033 (2024)
[j161]
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  - journals/cor/MorenoSaavedraJPCS24
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Luis M. Moreno-Saavedra, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, David Casillas-Pérez, Sancho Salcedo-Sanz:
A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system. Comput. Oper. Res. 163: 106516 (2024)
[j160]
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  - journals/dsp/PalomoAlonsoCJPS24
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Alberto Palomo-Alonso, David Casillas-Perez, Silvia Jiménez-Fernández, Antonio Portilla-Figueras, Sancho Salcedo-Sanz:
CoSeNet: A novel approach for optimal segmentation of correlation matrices. Digit. Signal Process. 144: 104270 (2024)
[j159]
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  - journals/eaai/GhimireDCSPA24
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Sujan Ghimire, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, S. Ali Pourmousavi, U. Rajendra Acharya:
Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model. Eng. Appl. Artif. Intell. 132: 107918 (2024)
[j158]
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Sujan Ghimire, Ravinesh C. Deo, S. Ali Pourmousavi, David Casillas-Pérez, Sancho Salcedo-Sanz:
Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model. Eng. Appl. Artif. Intell. 135: 108702 (2024)
[j157]
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Iztok Fister Jr., Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz, Andreas Holzinger:
NarmViz: A novel method for visualization of time series numerical association rules for smart agriculture. Expert Syst. J. Knowl. Eng. 41(3) (2024)
[j156]
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Salvin S. Prasad, Ravinesh C. Deo, Nathan J. Downs, David Casillas-Pérez, Sancho Salcedo-Sanz, Alfio V. Parisi:
Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model. Expert Syst. Appl. 236: 121273 (2024)
[j155]
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César Peláez-Rodríguez, Jorge Pérez-Aracil, Dusan Fister, Ricardo Torres-Lopez, Sancho Salcedo-Sanz:
Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches. Expert Syst. Appl. 238(Part E): 122264 (2024)
[j154]
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  - journals/jaihc/SalcedoSanzCCCCCC24
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Sancho Salcedo-Sanz, Sara Cornejo-Bueno, David Casillas-Perez, Carlos Camacho-Gómez, Lucas Cuadra, Mihaela I. Chidean, Antonio J. Caamaño:
Collaboration and competition spatial complex networks in regional science. J. Ambient Intell. Humaniz. Comput. 15(3): 1995-2008 (2024)
[j153]
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César Peláez-Rodríguez, Jorge Pérez-Aracil, Cosmin Madalin Marina, Luis Prieto-Godino, Carlos Casanova-Mateo, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz:
A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic. Knowl. Based Syst. 291: 111556 (2024)
[j152]
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Christopher P. Davey, Ismail Shakeel, Ravinesh C. Deo, Sancho Salcedo-Sanz:
Deep Learning Based Over-the-Air Training of Wireless Communication Systems without Feedback. Sensors 24(10): 2993 (2024)
[c99]
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  - conf/caepia/MarinaLAGPS24
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Cosmin Madalin Marina, Eugenio Lorente-Ramos, Rafael Ayllón-Gavilán, Pedro Antonio Gutiérrez, Jorge Pérez-Aracil, Sancho Salcedo-Sanz:
Multivariate-Autoencoder Flow-Analogue Method for Heat Waves Reconstruction. CAEPIA 2024: 223-232
[c98]
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  - conf/iwinac/LeitePMGPGPPJS24
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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:
Machine Learning Health Estimation for Lithium-Ion Batteries Under Varied Conditions. IWINAC (2) 2024: 275-282
[c97]
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  - conf/iwinac/GomezOrellanaVGPSHG24
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Antonio M. Gómez-Orellana, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Jorge Pérez-Aracil, Sancho Salcedo-Sanz, César Hervás-Martínez, David Guijo-Rubio:
Energy Flux Prediction Using an Ordinal Soft Labelling Strategy. IWINAC (2) 2024: 283-292
[c96]
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Antonio M. Gómez-Orellana, Víctor Manuel Vargas, David Guijo-Rubio, Jorge Pérez-Aracil, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez:
Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm. IWINAC (2) 2024: 293-302
[c95]
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  - conf/iwinac/VegaBayoGYGCPS24
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Marta Vega-Bayo, Antonio Manuel Gómez-Orellana, Víctor Manuel Vargas Yun, David Guijo-Rubio, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz:
Data Augmentation Techniques for Extreme Wind Prediction Improvement. IWINAC (2) 2024: 303-313
[c94]
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Dusan Fister, César Peláez-Rodríguez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz:
Autoencoder Framework for General Forecasting. IWINAC (2) 2024: 314-322
[c93]
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César Peláez-Rodríguez, Laura Cornejo-Bueno, Dusan Fister, Jorge Pérez-Aracil, Sancho Salcedo-Sanz:
Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model. IWINAC (2) 2024: 323-332
[c92]
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  - conf/iwinac/LLamosasMaycaLPHGS24
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Waldemar Hugo LLamosas-Mayca, Eugenio Lorente-Ramos, Jorge Pérez-Aracil, Alejandro M. Hernández-Díaz, Manuel D. García-Román, Sancho Salcedo-Sanz:
Machine Learning as Applied to Shape Parameterization of Submerged Arch Structures. IWINAC (2) 2024: 333-344
[i11]
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  - journals/corr/abs-2402-06981
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Sancho Salcedo-Sanz, Carlos Camacho-Gómez, Álvaro Magdaleno, Emiliano Pereira, Antolín Lorenzana:
Structures vibration control via tuned mass dampers using a co-evolution coral reefs optimization algorithm. CoRR abs/2402.06981 (2024)
[i10]
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  - journals/corr/abs-2406-20080
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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:
AI for Extreme Event Modeling and Understanding: Methodologies and Challenges. CoRR abs/2406.20080 (2024)
2023
[j151]
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  - journals/access/KaralasinghamDC23
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Sagthitharan Karalasingham, Ravinesh C. Deo, David Casillas-Pérez, Nawin Raj, Sancho Salcedo-Sanz:
Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images. IEEE Access 11: 5558-5577 (2023)
[j150]
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Dusan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz:
Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques. Appl. Soft Comput. 136: 110118 (2023)
[j149]
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  - journals/cmpb/PrasadDSDCP23
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Salvin S. Prasad, Ravinesh C. Deo, Sancho Salcedo-Sanz, Nathan J. Downs, David Casillas-Pérez, Alfio V. Parisi:
Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction. Comput. Methods Programs Biomed. 241: 107737 (2023)
[j148]
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Sujan Ghimire, Thong Nguyen-Huy, Ramendra Prasad, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, Binayak Bhandari:
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction. Cogn. Comput. 15(2): 645-671 (2023)
[j147]
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  - journals/eswa/PerezAracilHMS23
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Jorge Pérez-Aracil, Alejandro Mateo Hernández-Díaz, Cosmin Madalin Marina, Sancho Salcedo-Sanz:
Improving numerical methods for the steel yield strain calculation in reinforced concrete members with Machine Learning algorithms. Expert Syst. Appl. 225: 119987 (2023)
[j146]
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Iztok Fister Jr., Iztok Fister, Dusan Fister, Vili Podgorelec, Sancho Salcedo-Sanz:
A comprehensive review of visualization methods for association rule mining: Taxonomy, challenges, open problems and future ideas. Expert Syst. Appl. 233: 120901 (2023)
[j145]
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  - journals/ijon/PelaezRodriguezPLCFJS23
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César Peláez-Rodríguez, Jorge Pérez-Aracil, A. de Lopez-Diz, Carlos Casanova-Mateo, Dusan Fister, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
Deep learning ensembles for accurate fog-related low-visibility events forecasting. Neurocomputing 549: 126435 (2023)
[j144]
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Iztok Fister Jr., Dusan Fister, Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz:
Time series numerical association rule mining variants in smart agriculture. J. Ambient Intell. Humaniz. Comput. 14(12): 16853-16866 (2023)
[j143]
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  - journals/kbs/LeiteJSMP23
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Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carolina Gil Marcelino, Carlos Eduardo Pedreira:
Solving an energy resource management problem with a novel multi-objective evolutionary reinforcement learning method. Knowl. Based Syst. 280: 111027 (2023)
[j142]
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Christopher P. Davey, Ismail Shakeel, Ravinesh C. Deo, Sancho Salcedo-Sanz:
Channel-Agnostic Training of Transmitter and Receiver for Wireless Communications. Sensors 23(24): 9848 (2023)
[j141]
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  - journals/soco/MarcelinoPWJLS23
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Carolina Gil Marcelino, Jorge Pérez-Aracil, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Gabriel Matos Cardoso Leite, Sancho Salcedo-Sanz:
Cross-entropy boosted CRO-SL for optimal power flow in smart grids. Soft Comput. 27(10): 6549-6572 (2023)
[j140]
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  - journals/taslp/PalomoAlonsoCJPS23
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Alberto Palomo-Alonso, David Casillas-Pérez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz:
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3055-3069 (2023)
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  - conf/iscit/SharmaSDDS23
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Ekta Sharma, Ismail Shakeel, Ravinesh C. Deo, Christopher P. Davey, Sancho Salcedo-Sanz:
A Comparative Study of Artificial Intelligence-Based Algorithms for Bitwise Decoding of Error Correction Codes. ISCIT 2023: 37-42
[i9]
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  - journals/corr/abs-2302-12594
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Iztok Fister Jr., Iztok Fister, Dusan Fister, Vili Podgorelec, Sancho Salcedo-Sanz:
A comprehensive review of visualization methods for association rule mining: Taxonomy, Challenges, Open problems and Future ideas. CoRR abs/2302.12594 (2023)
2022
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David Casillas-Pérez, Daniel Merino-Pérez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz:
Extended Weighted ABG: A Robust Non-Linear ABG-Based Approach for Optimal Combination of ABG Path-Loss Propagation Models. IEEE Access 10: 75219-75233 (2022)
[j138]
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Carolina Gil Marcelino, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
An Improved C-DEEPSO Algorithm for Optimal Active-Reactive Power Dispatch in Microgrids With Electric Vehicles. IEEE Access 10: 94298-94311 (2022)
[j137]
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Christopher P. Davey, Ismail Shakeel, Ravinesh C. Deo, Sancho Salcedo-Sanz, Jeffrey Soar:
Using Sequence-to-Sequence Models for Carrier Frequency Offset Estimation of Short Messages and Chaotic Maps. IEEE Access 10: 119814-119825 (2022)
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Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz:
Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives. Appl. Soft Comput. 118: 108526 (2022)
[j135]
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Alejandro M. Hernández-Díaz, Jorge Pérez-Aracil, David Casillas-Perez, Emiliano Pereira, Sancho Salcedo-Sanz:
Hybridizing machine learning with metaheuristics for preventing convergence failures in mechanical models based on compression field theories. Appl. Soft Comput. 130: 109654 (2022)
[j134]
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Sujan Ghimire, Binayak Bhandari, David Casillas-Pérez, Ravinesh C. Deo, Sancho Salcedo-Sanz:
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia. Eng. Appl. Artif. Intell. 112: 104860 (2022)
[j133]
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Jorge Pérez-Aracil, Carlos Camacho-Gómez, Paul Reynolds, Emiliano Pereira, Sancho Salcedo-Sanz:
Optimal vibration isolation and alignment over non-rigid bases with the CRO-SL ensemble. Eng. Appl. Artif. Intell. 113: 104984 (2022)
[c90]
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Carolina Gil Marcelino, Elizabeth F. Wanner, Flávio V. C. Martins, Jorge Pérez-Aracil, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm. CEC 2022: 1-8
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Antonio Portilla-Figueras, Salvador Llopis Sánchez, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
Examining 5G Technology-Based Applications for Military Communications. CyberICPS/SECPRE/SPOSE/CPS4CIP/CDT&SECOMAN/EIS/SecAssure@ESORICS 2022: 449-465
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Rafaela Priscila Cruz Moreira, Carolina Gil Marcelino, Flávio V. C. Martins, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
A Multi-objective Approach for the Menu Planning Problem: A Brazilian Case Study. OL2A 2022: 275-290
[c87]
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Daniel S. Fonseca, Elizabeth F. Wanner, Carolina Gil Marcelino, Gabriel P. Silva, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
Active GA Accelerated by Simulated Annealing to Solve SPP in Packet Networks. OL2A 2022: 342-356
[c86]
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Felipe D. Reis, Tales B. Nascimento, Carolina Gil Marcelino, Elizabeth F. Wanner, Henrique E. Borges, Sancho Salcedo-Sanz:
Asynchronous and Distributed Multi-agent Systems: An Approach Using Actor Model. OL2A 2022: 701-713
[i8]
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  - journals/corr/abs-2207-07580
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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:
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review. CoRR abs/2207.07580 (2022)
[i7]
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  - journals/corr/abs-2209-15424
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Dusan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz:
Accurate Long-term Air Temperature Prediction with a Fusion of Artificial Intelligence and Data Reduction Techniques. CoRR abs/2209.15424 (2022)
[i6]
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  - journals/corr/abs-2212-00742
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Jorge Pérez-Aracil, Carlos Camacho-Gómez, Eugenio Lorente-Ramos, Cosmin Madalin Marina, Sancho Salcedo-Sanz:
New Probabilistic-Dynamic Multi-Method Ensembles for Optimization based on the CRO-SL. CoRR abs/2212.00742 (2022)
[i5]
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  - journals/corr/abs-2212-03669
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Iztok Fister Jr., Dusan Fister, Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz:
Time series numerical association rule mining variants in smart agriculture. CoRR abs/2212.03669 (2022)
2021
[j132]
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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:
An efficient multi-objective evolutionary approach for solving the operation of multi-reservoir system scheduling in hydro-power plants. Expert Syst. Appl. 185: 115638 (2021)
[j131]
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C. Condemi, David Casillas-Perez, Loretta Mastroeni, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
Hydro-power production capacity prediction based on machine learning regression techniques. Knowl. Based Syst. 222: 107012 (2021)
[j130]
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Jorge Pérez-Aracil, Carlos Camacho-Gómez, Alejandro Mateo Hernández-Díaz, Emiliano Pereira, David Camacho, Sancho Salcedo-Sanz:
Memetic coral reefs optimization algorithms for optimal geometrical design of submerged arches. Swarm Evol. Comput. 67: 100958 (2021)
[c85]
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Carolina Gil Marcelino, Lucas B. de Oliveira, Elizabeth F. Wanner, Carla A. D. M. Delgado, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
A Hybrid Multiobjective Solution for the Short-term Hydro-power Dispatch Problem: a Swarm Evolutionary Approach. CEC 2021: 193-200
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Gabriel M. C. Leite, Carolina Gil Marcelino, Elizabeth F. Wanner, Carlos Eduardo Pedreira, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
Pattern Classification Applying Neighbourhood Component Analysis and Swarm Evolutionary Algorithms: A Coupled Methodology. CEC 2021: 319-326
[i4]
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  - journals/corr/abs-2103-14624
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Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz:
Randomization-based Machine Learning in Renewable Energy Prediction Problems: Critical Literature Review, New Results and Perspectives. CoRR abs/2103.14624 (2021)
[i3]
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  - journals/corr/abs-2107-09718
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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:
An Efficient Multi-objective Evolutionary Approach for Solving the Operation of Multi-Reservoir System Scheduling in Hydro-Power Plants. CoRR abs/2107.09718 (2021)
2020
[j129]
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David Casillas-Perez, Carlos Camacho-Gómez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz:
Weighted ABG: A General Framework for Optimal Combination of ABG Path-Loss Propagation Models. IEEE Access 8: 101758-101769 (2020)
[j128]
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  - journals/access/Garcia-Hernandez20
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Laura García-Hernández, Lorenzo Salas-Morera, Carlos Carmona-Muñoz, Ajith Abraham, Sancho Salcedo-Sanz:
A Hybrid Coral Reefs Optimization - Variable Neighborhood Search Approach for the Unequal Area Facility Layout Problem. IEEE Access 8: 134042-134050 (2020)
[j127]
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  - journals/access/Perez-AracilCHP20
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Jorge Pérez-Aracil, Carlos Camacho-Gómez, Alejandro M. Hernández-Díaz, Emiliano Pereira, Sancho Salcedo-Sanz:
Submerged Arches Optimal Design With a Multi-Method Ensemble Meta-Heuristic Approach. IEEE Access 8: 215057-215072 (2020)
[j126]
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Sancho Salcedo-Sanz, Lucas Cuadra:
Multi-fractal multi-resolution structures from DLA - Strange Attractors Hybrids. Commun. Nonlinear Sci. Numer. Simul. 83: 105092 (2020)
[j125]
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Laura García-Hernández, Lorenzo Salas-Morera, Carlos Carmona-Muñoz, J. A. Garcia-Hernandez, Sancho Salcedo-Sanz:
A novel Island Model based on Coral Reefs Optimization algorithm for solving the unequal area facility layout problem. Eng. Appl. Artif. Intell. 89: 103445 (2020)
[j124]
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Laura García-Hernández, J. A. Garcia-Hernandez, Lorenzo Salas-Morera, Carlos Carmona-Muñoz, Norah Saleh Alghamdi, José Valente de Oliveira, Sancho Salcedo-Sanz:
Addressing Unequal Area Facility Layout Problems with the Coral Reef Optimization algorithm with Substrate Layers. Eng. Appl. Artif. Intell. 93: 103697 (2020)
[j123]
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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:
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources. Inf. Fusion 63: 256-272 (2020)
[j122]
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  - journals/nca/Cornejo-BuenoCA20
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Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz:
Wind power ramp event detection with a hybrid neuro-evolutionary approach. Neural Comput. Appl. 32(2): 391-402 (2020)
[j121]
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Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz:
Correction to: Wind power ramp event detection with a hybrid neuro-evolutionary approach. Neural Comput. Appl. 32(2): 403 (2020)
[j120]
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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:
Prediction of convective clouds formation using evolutionary neural computation techniques. Neural Comput. Appl. 32(17): 13917-13929 (2020)
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Manuel Dorado-Moreno, Nicolò Navarin, Pedro Antonio Gutiérrez, Luis Prieto, Alessandro Sperduti, Sancho Salcedo-Sanz, César Hervás-Martínez:
Multi-task learning for the prediction of wind power ramp events with deep neural networks. Neural Networks 123: 401-411 (2020)
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Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Laura Cornejo-Bueno, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez:
Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing. Neural Process. Lett. 52(1): 57-74 (2020)
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Laura García-Hernandez, Lorenzo Salas-Morera, Carlos Carmona-Muñoz, Ajith Abraham, Sancho Salcedo-Sanz:
A novel multi-objective Interactive Coral Reefs Optimization algorithm for the Unequal Area Facility Layout Problem. Swarm Evol. Comput. 55: 100688 (2020)
[j116]
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  - journals/symmetry/Cornejo-BuenoCC20
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Sara Cornejo-Bueno, David Casillas-Pérez, Laura Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz:
Persistence Analysis and Prediction of Low-Visibility Events at Valladolid Airport, Spain. Symmetry 12(6): 1045 (2020)
[j115]
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Sara Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Luis Prieto-Godino, Sancho Salcedo-Sanz:
A Novel Information Theoretical Criterion for Climate Network Construction. Symmetry 12(9): 1500 (2020)
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Nuno Lourenço, J. Manuel Colmenar, José Ignacio Hidalgo, Sancho Salcedo-Sanz:
Evolving energy demand estimation models over macroeconomic indicators. GECCO 2020: 1143-1149
[i2]
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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:
Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources. CoRR abs/2012.05795 (2020)

2010 – 2019

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2019
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Laura García-Hernández, Lorenzo Salas-Morera, J. A. Garcia-Hernandez, Sancho Salcedo-Sanz, José Valente de Oliveira:
Applying the coral reefs optimization algorithm for solving unequal area facility layout problems. Expert Syst. Appl. 138 (2019)
[j113]
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Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez:
Dynamical memetization in coral reef optimization algorithms for optimal time series approximation. Prog. Artif. Intell. 8(2): 253-262 (2019)
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Carlos Camacho-Gómez, Silvia Jiménez-Fernández, R. Mallol-Poyato, Javier Del Ser, Sancho Salcedo-Sanz:
Optimal design of Microgrid's network topology and location of the distributed renewable energy resources using the Harmony Search algorithm. Soft Comput. 23(15): 6495-6510 (2019)
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Carlos Camacho-Gómez, Ivan Marsá-Maestre, José Manuel Giménez-Guzmán, Sancho Salcedo-Sanz:
A Coral Reefs Optimization algorithm with substrate layer for robust Wi-Fi channel assignment. Soft Comput. 23(23): 12621-12640 (2019)
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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:
Bio-inspired computation: Where we stand and what's next. Swarm Evol. Comput. 48: 220-250 (2019)
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Sara Cornejo-Bueno, Mihaela Ioana Chidean, Antonio J. Caamaño, Luis Prieto, Sancho Salcedo-Sanz:
Comparing Traditional Methods of Complex Networks Construction in a Wind Farm Production Analysis Problem. COMPLEX NETWORKS (2) 2019: 895-904
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María Pérez-Ortiz, Pedro Antonio Gutiérrez, Peter Tiño, Carlos Casanova-Mateo, Sancho Salcedo-Sanz:
A mixture of experts model for predicting persistent weather patterns. CoRR abs/1903.10012 (2019)
2018
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Zaher Mundher Yaseen, Ravinesh C. Deo, Ameer Hilal, Abbas M. Abd, Laura Cornejo-Bueno, Sancho Salcedo-Sanz, Moncef L. Nehdi:
Predicting compressive strength of lightweight foamed concrete using extreme learning machine model. Adv. Eng. Softw. 115: 112-125 (2018)
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Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez:
A statistically-driven Coral Reef Optimization algorithm for optimal size reduction of time series. Appl. Soft Comput. 63: 139-153 (2018)
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Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz:
DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments. Appl. Soft Comput. 68: 693-709 (2018)
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Antonio Manuel Durán-Rosal, Juan Carlos Fernández, Carlos Casanova-Mateo, Julia Sanz-Justo, Sancho Salcedo-Sanz, César Hervás-Martínez:
Efficient fog prediction with multi-objective evolutionary neural networks. Appl. Soft Comput. 70: 347-358 (2018)
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Sancho Salcedo-Sanz, Adrián Aybar-Ruíz, Carlos Camacho-Gómez, Emiliano Pereira:
Efficient fractal-based mutation in evolutionary algorithms from iterated function systems. Commun. Nonlinear Sci. Numer. Simul. 56: 434-446 (2018)
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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:
Evaluation of dimensionality reduction methods applied to numerical weather models for solar radiation forecasting. Eng. Appl. Artif. Intell. 69: 157-167 (2018)
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Miren Nekane Bilbao, Javier Del Ser, Cristina Perfecto, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras:
Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics. Neurocomputing 271: 18-27 (2018)
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Laura Cornejo-Bueno, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato, Sancho Salcedo-Sanz:
Bayesian optimization of a hybrid system for robust ocean wave features prediction. Neurocomputing 275: 818-828 (2018)
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Gema Bello Orgaz, Sancho Salcedo-Sanz, David Camacho:
A Multi-Objective Genetic Algorithm for overlapping community detection based on edge encoding. Inf. Sci. 462: 290-314 (2018)
[j100]
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Rocio Sánchez-Montero, Carlos Camacho-Gómez, Pablo López-Espí, Sancho Salcedo-Sanz:
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 18(7): 1982 (2018)
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Enrique Bermejo Nievas, Manuel Chica, Sergio Damas, Sancho Salcedo-Sanz, Oscar Cordón:
Coral Reef Optimization with substrate layers for medical Image Registration. Swarm Evol. Comput. 42: 138-159 (2018)
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Amir M. Ahmadzadeh, Lucas Cuadra, Miguel A. del Arco-Vega, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz:
Influence of overhead on LTE downlink performance: a comprehensive model. Telecommun. Syst. 67(3): 485-517 (2018)
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Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez:
An Empirical Validation of a New Memetic CRO Algorithm for the Approximation of Time Series. CAEPIA 2018: 209-218
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Enrique Bermejo Nievas, Manuel Chica, Sergio Damas, Sancho Salcedo-Sanz, Oscar Cordón:
Mono-modal Medical Image Registration with Coral Reef Optimization. HAIS 2018: 222-234
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David Crespo-Roces, Iván Méndez-Jiménez, Sancho Salcedo-Sanz, Miguel Cárdenas-Montes:
Generalized Probability Distribution Mixture Model for Clustering. HAIS 2018: 251-263
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Laura Cornejo-Bueno, J. Acevedo-Rodríguez, Luis Prieto, Sancho Salcedo-Sanz:
A Hybrid Ensemble of Heterogeneous Regressors for Wind Speed Estimation in Wind Farms. IDC 2018: 97-106
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Laura Cornejo-Bueno, Carlos Casanova-Mateo, Julia Sanz-Justo, Sancho Salcedo-Sanz:
Merging ELMs with Satellite Data and Clear-Sky Models for Effective Solar Radiation Estimation. IDEAL (2) 2018: 163-170
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Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, Luis Prieto, César Hervás-Martínez:
Wind Power Ramp Events Ordinal Prediction Using Minimum Complexity Echo State Networks. IDEAL (2) 2018: 180-187
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M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Peter Tiño, Carlos Casanova-Mateo, Sancho Salcedo-Sanz:
A mixture of experts model for predicting persistent weather patterns. IJCNN 2018: 1-8
2017
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Andoni Elola, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Enrique Alexandre, Sancho Salcedo-Sanz:
Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems. Appl. Soft Comput. 52: 760-770 (2017)
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Miguel A. del Arco-Vega, Lucas Cuadra, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz:
Near-optimal user assignment in LTE mobile networks with evolutionary computing. Trans. Emerg. Telecommun. Technol. 28(6) (2017)
[j95]
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Esther Villar-Rodriguez, Javier Del Ser, Sergio Gil-Lopez, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks. Int. J. Bio Inspired Comput. 10(2): 109-118 (2017)
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Sancho Salcedo-Sanz, Jesús Muñoz-Bulnes, Mark J. A. Vermeij:
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. 10(3): 145-158 (2017)
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Sancho Salcedo-Sanz:
A review on the coral reefs optimization algorithm: new development lines and current applications. Prog. Artif. Intell. 6(1): 1-15 (2017)
[j92]
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R. Mallol-Poyato, Silvia Jiménez-Fernández, P. Díaz-Villar, Sancho Salcedo-Sanz:
Adaptive nesting of evolutionary algorithms for the optimization of Microgrid's sizing and operation scheduling. Soft Comput. 21(17): 4845-4857 (2017)
[c74]
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Enrique Bermejo Nievas, Manuel Chica, Sancho Salcedo-Sanz, Oscar Cordón:
Coral Reef Optimization for intensity-based medical image registration. CEC 2017: 533-540
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Jesus L. Lobo, Javier Del Ser, Esther Villar-Rodriguez, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
On the Creation of Diverse Ensembles for Nonstationary Environments Using Bio-inspired Heuristics. ICHSA 2017: 67-77
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Itziar Landa-Torres, Diana Manjarres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz:
A Novel Grouping Harmony Search Algorithm for Clustering Problems. ICHSA 2017: 78-90
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Adrián Aybar-Ruíz, Lucas Cuadra, Javier Del Ser, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz:
A Grouping Harmony Search Algorithm for Assigning Resources to Users in WCDMA Mobile Networks. ICHSA 2017: 190-199
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Laura Cornejo-Bueno, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato, Sancho Salcedo-Sanz:
Bayesian Optimization of a Hybrid Prediction System for Optimal Wave Energy Estimation Problems. IWANN (1) 2017: 648-660
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Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez:
A Coral Reef Optimization Algorithm for Wave Height Time Series Segmentation Problems. IWANN (1) 2017: 673-684
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Manuel Dorado-Moreno, Laura Cornejo-Bueno, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez:
Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power Ramp Prediction. IWANN (1) 2017: 708-719
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Laura Cornejo-Bueno, Adrián Aybar-Ruíz, Carlos Camacho-Gómez, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz:
A Hybrid Neuro-Evolutionary Algorithm for Wind Power Ramp Events Detection. IWANN (1) 2017: 745-756
2016
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Lucas Cuadra, Adrián Aybar-Ruíz, Miguel Angel Del Arco, Julio Navío-Marco, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz:
A Lamarckian Hybrid Grouping Genetic Algorithm with repair heuristics for resource assignment in WCDMA networks. Appl. Soft Comput. 43: 619-632 (2016)
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Esther Villar-Rodriguez, Javier Del Ser, Ana I. Torre-Bastida, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
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. 28(4): 1385-1395 (2016)
[j89]
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Esther Villar-Rodriguez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
A feature selection method for author identification in interactive communications based on supervised learning and language typicality. Eng. Appl. Artif. Intell. 56: 175-184 (2016)
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Sancho Salcedo-Sanz, Lucas Cuadra, Mark J. A. Vermeij:
A review of Computational Intelligence techniques in coral reef-related applications. Ecol. Informatics 32: 107-123 (2016)
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Sancho Salcedo-Sanz, Pilar García-Díaz, Javier Del Ser, Miren Nekane Bilbao, José Antonio Portilla-Figueras:
A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria. Expert Syst. Appl. 55: 388-402 (2016)
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Sancho Salcedo-Sanz, Carlos Camacho-Gómez, R. Mallol-Poyato, Silvia Jiménez-Fernández, Javier Del Ser:
A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids. Soft Comput. 20(11): 4287-4300 (2016)
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Manuel Dorado-Moreno, Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez:
Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines. CAEPIA 2016: 300-309
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Jesús Sánchez-Oro, Abraham Duarte, Sancho Salcedo-Sanz:
Estimating the Spanish Energy Demand Using Variable Neighborhood Search. CAEPIA 2016: 341-350
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Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Sancho Salcedo-Sanz:
Feature Selection with a Grouping Genetic Algorithm - Extreme Learning Machine Approach for Wind Power Prediction. CAEPIA 2016: 373-382
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Esther Villar-Rodriguez, Antonio González-Pardo, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems. CEC 2016: 3139-3145
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Sancho Salcedo-Sanz, Carlos Camacho-Gómez, Daniel Molina, Francisco Herrera:
A coral reefs optimization algorithm with substrate layers and local search for large scale global optimization. CEC 2016: 3574-3581
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Carlos Camacho-Gómez, R. Mallol-Poyato, Silvia Jiménez-Fernández, Laura Cornejo-Bueno, Sancho Salcedo-Sanz:
Optimal placement of distributed generation in micro-grids with binary and integer-encoding evolutionary algorithms. CEC 2016: 3630-3637
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Oscar García Hinde, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Carlos Casanova-Mateo, Julia Sanz-Justo, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
Feature selection in solar radiation prediction using bootstrapped SVRs. CEC 2016: 3638-3645
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Laura Cornejo-Bueno, Adrián Aybar-Ruíz, Silvia Jiménez-Fernández, Enrique Alexandre, Jose Carlos Nieto-Borge, Sancho Salcedo-Sanz:
A grouping genetic algorithm - Extreme learning machine approach for optimal wave energy prediction. CEC 2016: 3817-3823
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Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Ibai Lana, Sancho Salcedo-Sanz:
A Probabilistic Sample Matchmaking Strategy for Imbalanced Data Streams with Concept Drift. IDC 2016: 237-246
2015
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Juan Eulogio Sánchez-García, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz, Silvia Jiménez-Fernández:
2G/3G connect: An educational software for teaching 2G/3G mobile communications to engineering students. Comput. Appl. Eng. Educ. 23(1): 1-12 (2015)
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Sancho Salcedo-Sanz, Silvia Jiménez-Fernández, J. M. Matías-Román, José Antonio Portilla-Figueras:
An educational software tool to teach hyper-heuristics to engineering students based on the bubble breaker puzzle. Comput. Appl. Eng. Educ. 23(2): 277-285 (2015)
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Juan Carlos Fernández, Sancho Salcedo-Sanz, Pedro Antonio Gutiérrez, Enrique Alexandre, César Hervás-Martínez:
Significant wave height and energy flux range forecast with machine learning classifiers. Eng. Appl. Artif. Intell. 43: 44-53 (2015)
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Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Carlos Casanova-Mateo:
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. 7(5): 270-284 (2015)
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Enrique Alexandre, Lucas Cuadra, Sancho Salcedo-Sanz, Á. Pastor-Sánchez, Carlos Casanova-Mateo:
Hybridizing Extreme Learning Machines and Genetic Algorithms to select acoustic features in vehicle classification applications. Neurocomputing 152: 58-68 (2015)
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Lucas Cuadra, Sancho Salcedo-Sanz, Antonio D. Carnicer, Miguel Angel Del Arco, José Antonio Portilla-Figueras:
A Novel Grouping Genetic Algorithm for Assigning Resources to Users in WCDMA Networks. EvoApplications 2015: 42-53
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Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz:
A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off. ICHSA 2015: 121-131
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Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro, Sancho Salcedo-Sanz:
Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks. ICHSA 2015: 133-145
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R. Mallol-Poyato, Silvia Jiménez-Fernández, Laura Cornejo-Bueno, P. Díaz-Villar, Sancho Salcedo-Sanz:
Nested evolutionary algorithms for joint structure design and operation of micro-grids under variable electricity prices scenarios. INISTA 2015: 1-5
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Pedro Antonio Gutiérrez, Juan Carlos Fernández, María Pérez-Ortiz, Laura Cornejo-Bueno, Enrique Alexandre-Cortizo, Sancho Salcedo-Sanz, César Hervás-Martínez:
Energy Flux Range Classification by Using a Dynamic Window Autoregressive Model. IWANN (2) 2015: 92-102
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R. Mallol-Poyato, Sancho Salcedo-Sanz, Silvia Jiménez-Fernández, P. Díaz-Villar:
Evolutionary Battery Scheduling Optimization Under Variable Electricity Prices in Micro-Grids with Renewable Generation. SOCO 2015: 133-142
2014
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Sancho Salcedo-Sanz, J. M. Matías-Román, Silvia Jiménez-Fernández, Antonio Portilla-Figueras, Lucas Cuadra:
An evolutionary-based hyper-heuristic approach for the Jawbreaker puzzle. Appl. Intell. 40(3): 404-414 (2014)
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Sancho Salcedo-Sanz, Pilar García-Díaz, José Antonio Portilla-Figueras, Javier Del Ser, Sergio Gil-Lopez:
A Coral Reefs Optimization algorithm for optimal mobile network deployment with electromagnetic pollution control criterion. Appl. Soft Comput. 24: 239-248 (2014)
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Javier Sánchez-Monedero, Sancho Salcedo-Sanz, Pedro Antonio Gutiérrez, Carlos Casanova-Mateo, César Hervás-Martínez:
Simultaneous modelling of rainfall occurrence and amount using a hierarchical nominal-ordinal support vector classifier. Eng. Appl. Artif. Intell. 34: 199-207 (2014)
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Sancho Salcedo-Sanz, Juan Eulogio Sánchez-García, José Antonio Portilla-Figueras, Silvia Jiménez-Fernández, Amir M. Ahmadzadeh:
A coral-reef optimization algorithm for the optimal service distribution problem in mobile radio access networks. Trans. Emerg. Telecommun. Technol. 25(11): 1057-1069 (2014)
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Javier Maestro-Montojo, Sancho Salcedo-Sanz, Juan Julián Merelo Guervós:
New solver and optimal anticipation strategies design based on evolutionary computation for the game of MasterMind. Evol. Intell. 6(4): 219-228 (2014)
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Sancho Salcedo-Sanz, Carlos Casanova-Mateo, Jordi Muñoz-Marí, Gustavo Camps-Valls:
Prediction of Daily Global Solar Irradiation Using Temporal Gaussian Processes. IEEE Geosci. Remote. Sens. Lett. 11(11): 1936-1940 (2014)
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Sancho Salcedo-Sanz, José Luis Rojo-Álvarez, Manel Martínez-Ramón, Gustavo Camps-Valls:
Support vector machines in engineering: an overview. WIREs Data Mining Knowl. Discov. 4(3): 234-267 (2014)
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Esther Villar-Rodriguez, Javier Del Ser, Sancho Salcedo-Sanz:
On a Machine Learning Approach for the Detection of Impersonation Attacks in Social Networks. IDC 2014: 259-268
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Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Sergio Gil-Lopez, José Antonio Portilla-Figueras:
A Bi-objective Harmony Search Approach for Deploying Cost-Effective Multi-hop Communications over Large-Area Wildfires. SOCO-CISIS-ICEUTE 2014: 93-103
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Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Jesús Muñoz-Bulnes, Javier Del Ser, Miren Nekane Bilbao:
A Novel Harmony Search Algorithm for One-Year-Ahead Energy Demand Estimation Using Macroeconomic Variables. SOCO-CISIS-ICEUTE 2014: 251-258
2013
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Maurizio Naldi, Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Luigi Laura, Antonio Portilla-Figueras, Giuseppe F. Italiano:
A traffic-based evolutionary algorithm for network clustering. Appl. Soft Comput. 13(11): 4303-4319 (2013)
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Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Sancho Salcedo-Sanz, Roberto López-Valcarce:
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. 26(2): 669-676 (2013)
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Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez, Leopoldo Carro-Calvo, Javier Sánchez-Monedero, Luis Prieto:
Ordinal and nominal classification of wind speed from synoptic pressurepatterns. Eng. Appl. Artif. Intell. 26(3): 1008-1015 (2013)
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Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras:
Efficient citywide planning of open WiFi access networks using novel grouping harmony searchheuristics. Eng. Appl. Artif. Intell. 26(3): 1124-1130 (2013)
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Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz, Zong Woo Geem:
A survey on applications of the harmony search algorithm. Eng. Appl. Artif. Intell. 26(8): 1818-1831 (2013)
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Pilar García-Díaz, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Silvia Jiménez-Fernández:
Mobile network deployment under electromagnetic pollution control criterion: An evolutionary algorithm approach. Expert Syst. Appl. 40(1): 365-376 (2013)
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Itziar Landa-Torres, Diana Manjarres, Sancho Salcedo-Sanz, Javier Del Ser, Sergio Gil-Lopez:
A multi-objective grouping Harmony Search algorithm for the optimal distribution of 24-hour medical emergency units. Expert Syst. Appl. 40(6): 2343-2349 (2013)
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Sancho Salcedo-Sanz, Diana Manjarres, Á. Pastor-Sánchez, Javier Del Ser, José Antonio Portilla-Figueras, Sergio Gil-Lopez:
One-way urban traffic reconfiguration using a multi-objective harmony search approach. Expert Syst. Appl. 40(9): 3341-3350 (2013)
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Sancho Salcedo-Sanz, D. Gallo-Marazuela, Á. Pastor-Sánchez, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, Luis Prieto:
Evolutionary computation approaches for real offshore wind farm layout: A case study in northern Europe. Expert Syst. Appl. 40(16): 6292-6297 (2013)
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Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Jürg Luterbacher:
Neural computation in paleoclimatology: General methodology and a case study. Neurocomputing 113: 262-268 (2013)
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J. Gascón-Moreno, Sancho Salcedo-Sanz, B. Saavedra-Moreno, Leopoldo Carro-Calvo, Antonio Portilla-Figueras:
An evolutionary-based hyper-heuristic approach for optimal construction of group method of data handling networks. Inf. Sci. 247: 94-108 (2013)
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J. Gascón-Moreno, Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Beatriz Saavedra-Moreno, Antonio Portilla-Figueras:
Evolutionary optimization of multi-parametric kernel ε-SVMr for forecasting problems. Soft Comput. 17(2): 213-221 (2013)
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Javier Maestro-Montojo, Juan Julián Merelo Guervós, Sancho Salcedo-Sanz:
Comparing Evolutionary Algorithms to Solve the Game of MasterMind. EvoApplications 2013: 304-313
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B. Saavedra-Moreno, Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, J. Magdalena-Saiz:
Reconstruction of Wind Speed Based on Synoptic Pressure Values and Support Vector Regression. IDEAL 2013: 310-317
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Sancho Salcedo-Sanz, Carlos Casanova-Mateo, Á. Pastor-Sánchez, D. Gallo-Marazuela, Antonio Labajo-Salazar, Antonio Portilla-Figueras:
Direct Solar Radiation Prediction Based on Soft-Computing Algorithms Including Novel Predictive Atmospheric Variables. IDEAL 2013: 318-325
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Sancho Salcedo-Sanz, Á. Pastor-Sánchez, D. Gallo-Marazuela, Antonio Portilla-Figueras:
A Novel Coral Reefs Optimization Algorithm for Multi-objective Problems. IDEAL 2013: 326-333
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Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, Lucas Cuadra, David Camacho:
Fuzzy Clustering with Grouping Genetic Algorithms. IDEAL 2013: 334-341
2012
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Sergio Gil-Lopez, Sancho Salcedo-Sanz, Javier Del Ser:
Editorial. Appl. Soft Comput. 12(7): 1829-1831 (2012)
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Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, José Antonio Portilla-Figueras, Silvia Jiménez-Fernández:
A hybrid evolutionary programming approach for optimal worst case tolerance design of magnetic devices. Appl. Soft Comput. 12(8): 2425-2434 (2012)
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Amir M. Ahmadzadeh, Juan Eulogio Sánchez-García, B. Saavedra-Moreno, Antonio Portilla-Figueras, Sancho Salcedo-Sanz:
Capacity estimation algorithm for simultaneous support of multi-class traffic services in Mobile WiMAX. Comput. Commun. 35(1): 109-119 (2012)
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Itziar Landa-Torres, Javier Del Ser, Sancho Salcedo-Sanz, Sergio Gil-Lopez, José Antonio Portilla-Figueras, Oscar Alonso-Garrido:
A comparative study of two hybrid grouping evolutionary techniques for the capacitated P-median problem. Comput. Oper. Res. 39(9): 2214-2222 (2012)
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Itziar Landa-Torres, Sergio Gil-Lopez, Sancho Salcedo-Sanz, Javier Del Ser, José Antonio Portilla-Figueras:
A novel grouping harmony search algorithm for the multiple-type access node location problem. Expert Syst. Appl. 39(5): 5262-5270 (2012)
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J. Gascón-Moreno, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, J. Acevedo-Rodríguez, José Antonio Portilla-Figueras:
New validation methods for improving standard and multi-parametric support vector regression training time. Expert Syst. Appl. 39(9): 8220-8227 (2012)
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Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Silvia Jiménez-Fernández, Leopoldo Carro-Calvo, Javier Del Ser, José Antonio Portilla-Figueras:
A new grouping genetic algorithm for clustering problems. Expert Syst. Appl. 39(10): 9695-9703 (2012)
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Esther Andrés, Sancho Salcedo-Sanz, Fernando Monge, Ángel M. Pérez-Bellido:
Efficient aerodynamic design through evolutionary programming and support vector regression algorithms. Expert Syst. Appl. 39(12): 10700-10708 (2012)
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Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, José María Cabero, José Antonio Portilla-Figueras:
A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem. Expert Syst. Appl. 39(12): 11089-11093 (2012)
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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:
Evaluating the Internationalization Success of Companies Through a Hybrid Grouping Harmony Search - Extreme Learning Machine Approach. IEEE J. Sel. Top. Signal Process. 6(4): 388-398 (2012)
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César Hervás-Martínez, Sancho Salcedo-Sanz, Pedro Antonio Gutiérrez, Emilio G. Ortíz-García, Luis Prieto:
Evolutionary product unit neural networks for short-term wind speed forecasting in wind farms. Neural Comput. Appl. 21(5): 993-1005 (2012)
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Pilar García-Díaz, Sancho Salcedo-Sanz, Javier Plaza-Laina, Antonio Portilla-Figueras, Javier Del Ser:
A discrete Particle Swarm Optimization Algorithm for Mobile Network Deployment Problems. CAMAD 2012: 61-65
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Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz:
A heuristically-driven multi-criteria tool for the design of efficient open WiFi access networks. CAMAD 2012: 80-84
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Itziar Landa-Torres, Diana Manjarres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz:
A preliminary approach to near-optimal multi-hop capacitated network design using grouping-dandelion encoded heuristics. CAMAD 2012: 85-89
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Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, Maurizio Naldi, Luigi Laura, Giuseppe F. Italiano:
Traffic vs topology in network clustering: Does it matter? IWCMC 2012: 36-41
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Javier Del Ser, Eduard A. Jorswieck, Joaquín Míguez, Marja Matinmikko, Daniel P. Palomar, Sancho Salcedo-Sanz, Sergio Gil-Lopez:
Mobile Lightweight Wireless Systems - Third International ICST Conference, MOBILIGHT 2011, Bilbao, Spain, May 9-10, 2011, Revised Selected Papers. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 81, Springer 2012, ISBN 978-3-642-29478-5 [contents]
2011
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Sancho Salcedo-Sanz, B. Saavedra-Moreno, A. Paniagua-Tineo, Luis Prieto, Antonio Portilla-Figueras:
A review of recent evolutionary computation-based techniques in wind turbines layout optimization problems. Central Eur. J. Comput. Sci. 1(1): 101-107 (2011)
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Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Ángel M. Pérez-Bellido, Silvia Jiménez-Fernández:
Team formation based on group technology: A hybrid grouping genetic algorithm approach. Comput. Oper. Res. 38(2): 484-495 (2011)
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Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz:
Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics. Eng. Appl. Artif. Intell. 24(5): 748-756 (2011)
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Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Luis Prieto:
Short term wind speed prediction based on evolutionary support vector regression algorithms. Expert Syst. Appl. 38(4): 4052-4057 (2011)
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Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Pablo Vidales, Gilberto A. Urueta, José Antonio Portilla-Figueras:
Near optimal citywide WiFi network deployment using a hybrid grouping genetic algorithm. Expert Syst. Appl. 38(8): 9543-9556 (2011)
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Sancho Salcedo-Sanz, J. L. Camacho, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Antonio Portilla-Figueras, E. Hernández-Martín:
Improving the prediction of average total ozone in column over the Iberian Peninsula using neural networks banks. Neurocomputing 74(9): 1492-1496 (2011)
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Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras:
A Grouping Harmony Search approach for the Citywide WiFi deployment problem. ISDA 2011: 1026-1031
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J. Gascón-Moreno, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Leopoldo Carro-Calvo, Beatriz Saavedra-Moreno, José Antonio Portilla-Figueras:
A binary-encoded tabu-list genetic algorithm for fast support vector regression hyper-parameters tuning. ISDA 2011: 1253-1257
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Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez, Leopoldo Carro-Calvo, Javier Sánchez-Monedero, Luis Prieto:
Evaluating nominal and ordinal classifiers for wind speed prediction from synoptic pressure patterns. ISDA 2011: 1265-1270
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Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, G. Gomez-Prada, Leopoldo Carro-Calvo, José Antonio Portilla-Figueras, J. Maellas-Benito:
Sizing a hybrid photovoltaic-hydrogen system for remote telecommunication stand-alone facilities using evolutionary algorithms. ISDA 2011: 1271-1275
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Sergio Gil-Lopez, Itziar Landa-Torres, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras:
A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique. IWANN (1) 2011: 17-24
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B. Saavedra-Moreno, Sancho Salcedo-Sanz, A. Paniagua-Tineo, J. Gascón-Moreno, José Antonio Portilla-Figueras:
Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation. IWANN (1) 2011: 25-32
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J. Gascón-Moreno, Emilio G. Ortíz-García, Sancho Salcedo-Sanz, A. Paniagua-Tineo, B. Saavedra-Moreno, José Antonio Portilla-Figueras:
Multi-parametric Gaussian Kernel Function Optimization for ε-SVMr Using a Genetic Algorithm. IWANN (2) 2011: 113-120
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A. Paniagua-Tineo, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, J. Gascón-Moreno, B. Saavedra-Moreno, José Antonio Portilla-Figueras:
On the Performance of the μ-GA Extreme Learning Machines in Regression Problems. IWANN (2) 2011: 153-160
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Sancho Salcedo-Sanz, Maurizio Naldi, Leopoldo Carro-Calvo, Luigi Laura, Antonio Portilla-Figueras, Giuseppe F. Italiano:
An evolutionary algorithm for network clustering through traffic matrices. IWCMC 2011: 1580-1584
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Juan Eulogio Sánchez-García, Amir M. Ahmadzadeh, Beatriz Saavedra-Moreno, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras:
Strategic Mobile Network Planning Tool for 2G/3G Regulatory Studies. MOBILIGHT 2011: 291-302
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Juan Eulogio Sánchez-García, Amir M. Ahmadzadeh, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras:
Impact of the HSPDA-Based Mobile Broadband Access on the Investment of the 3G Access Network. MOBILIGHT 2011: 303-311
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A. Paniagua-Tineo, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras, B. Saavedra-Moreno, G. López-Díaz:
Greenhouse Indoor Temperature Prediction Based on Extreme Learning Machines for Resource-Constrained Control Devices Implementation. PAAMS (Special Sessions) 2011: 203-211
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Sergio Gil-Lopez, Javier Del Ser, Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras:
On the Application of a Novel Hybrid Harmony Search Algorithm to the Radar Polyphase Code Design Problem. VTC Spring 2011: 1-5
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Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz:
Resource allocation in rate-limited OFDMA Systems: A hybrid heuristic approach. WSA 2011: 1-5
2010
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Sergio Lafuente-Arroyo, Sancho Salcedo-Sanz, Saturnino Maldonado-Bascón, José Antonio Portilla-Figueras, Roberto Javier López-Sastre:
A decision support system for the automatic management of keep-clear signs based on support vector machines and geographic information systems. Expert Syst. Appl. 37(1): 767-773 (2010)
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Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras:
An incremental-encoding evolutionary algorithm for color reduction in images. Integr. Comput. Aided Eng. 17(3): 261-269 (2010)
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Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García:
A genetic algorithm with switch-device encoding for optimal partition of switched industrial Ethernet networks. J. Netw. Comput. Appl. 33(4): 375-382 (2010)
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Sancho Salcedo-Sanz, Maurizio Naldi, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras, Emilio G. Ortíz-García:
Evolutionary Optimization of Service Times in Interactive Voice Response Systems. IEEE Trans. Evol. Comput. 14(4): 602-617 (2010)
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Antonio Portilla-Figueras, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
A Competitive-game Project-based Learning Scheme for Mobile Communications Subjects. CSEDU (2) 2010: 75-78
[c24]
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Pablo López-Espí, Sancho Salcedo-Sanz, Rocio Sánchez-Montero, Antonio Portilla-Figueras:
An Experience to Include Advanced Optimization Techniques in Microwave Undergraduate Laboratories. CSEDU (2) 2010: 163-166
[c23]
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Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, J. Gascón-Moreno, Antonio Portilla-Figueras:
Support Vector Regression Algorithms in the Forecasting of Daily Maximums of Tropospheric Ozone Concentration in Madrid. HAIS (2) 2010: 304-311
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Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, María Jesús Segovia-Vargas, A. Sanchis, José Antonio Portilla-Figueras, Francisco Fernández-Navarro, César Hervás-Martínez:
Generalized Logistic Regression Models Using Neural Network Basis Functions Applied to the Detection of Banking Crises. IEA/AIE (3) 2010: 1-10
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Leopoldo Carro-Calvo, Saturnino Maldonado-Bascón, Antonio Portilla-Figueras, Sergio Lafuente-Arroyo, Sancho Salcedo-Sanz:
Cross-Layer Clustering Optimization in Mobile Networks Using Evolutionary Algorithms. MOBILIGHT 2010: 638-649
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Sergio Gil-Lopez, Javier Del Ser, Itziar Landa-Torres, Laura Garcia-Padrones, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras:
On the Application of a Novel Grouping Harmony Search Algorithm to the Switch Location Problem. MOBILIGHT 2010: 662-672

2000 – 2009

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2009
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Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Maurizio Naldi:
A dandelion-encoded evolutionary algorithm for the delay-constrained capacitated minimum spanning tree problem. Comput. Commun. 32(1): 154-158 (2009)
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Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Francisco López-Ferreras:
On the performance of the LP-guided Hopfield network-genetic algorithm. Comput. Oper. Res. 36(7): 2210-2216 (2009)
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Sancho Salcedo-Sanz:
A survey of repair methods used as constraint handling techniques in evolutionary algorithms. Comput. Sci. Rev. 3(3): 175-192 (2009)
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Antonio Portilla-Figueras, Sancho Salcedo-Sanz, Klaus-Dieter Hackbarth, Francisco López-Ferreras, Guillermo Esteve-Asensio:
Novel Heuristics for Cell Radius Determination in WCDMA Systems and Their Application to Strategic Planning Studies. EURASIP J. Wirel. Commun. Netw. 2009 (2009)
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Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Ángel M. Pérez-Bellido:
A hybrid grouping genetic algorithm for assigning students to preferred laboratory groups. Expert Syst. Appl. 36(3): 7234-7241 (2009)
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Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Leopoldo Carro-Calvo, Antonio Portilla-Figueras, Xin Yao:
Improving the performance of evolutionary algorithms in grid-based puzzles resolution. Evol. Intell. 2(4): 169-181 (2009)
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Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Roberto Gil-Pita, Antonio Portilla-Figueras, Manuel Rosa-Zurera:
An evolutionary multiclass algorithm for automatic classification of high range resolution radar targets. Integr. Comput. Aided Eng. 16(1): 51-60 (2009)
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Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras:
A Nested Two-steps Evolutionary Algorithm for the Light-up Puzzle. J. Int. Comput. Games Assoc. 32(3): 131-139 (2009)
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Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, Pilar García-Díaz:
Evolutionary bandwidth allocation in reservation-based networks with Vickrey auctions. Int. J. Intell. Inf. Database Syst. 3(1): 75-89 (2009)
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Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Luis Prieto, Francisco Correoso:
Accurate short-term wind speed prediction by exploiting diversity in input data using banks of artificial neural networks. Neurocomputing 72(4-6): 1336-1341 (2009)
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Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras:
Improving the training time of support vector regression algorithms through novel hyper-parameters search space reductions. Neurocomputing 72(16-18): 3683-3691 (2009)
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Sancho Salcedo-Sanz, Maurizio Naldi, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Emilio G. Ortíz-García:
Evolutionary design of oriented-tree networks using Cayley-type encodings. Inf. Sci. 179(20): 3461-3472 (2009)
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Emilio G. Ortíz-García, Lucas Martínez-Bernabeu, Sancho Salcedo-Sanz, Francisco Flórez-Revuelta, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras:
A Parallel evolutionary algorithm for the hub location problem with fully interconnected backbone and access networks. IEEE Congress on Evolutionary Computation 2009: 1501-1506
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Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Pablo Vidales, Gilberto A. Urueta, Antonio Portilla-Figueras, Mark Solarski:
A Hybrid Grouping Genetic Algorithm for citywide ubiquitous WiFi access deployment. IEEE Congress on Evolutionary Computation 2009: 2172-2179
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Pablo López-Espí, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Oscar Alonso-Garrido, Antonio Portilla-Figueras:
Estimating the Concentration of Nitrates in Water Samples Using PSO and VNS Approaches. EvoWorkshops 2009: 132-141
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Emilio G. Ortíz-García, J. Gascón-Moreno, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras, Leopoldo Carro-Calvo:
A Novel Estimation of the Regularization Parameter for epsilon-SVM. IDEAL 2009: 34-41
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Oscar Alonso-Garrido, Sancho Salcedo-Sanz, Luis E. Agustín-Blas, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras:
A Hybrid Grouping Genetic Algorithm for the Multiple-Type Access Node Location Problem. IDEAL 2009: 376-383
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César Hervás-Martínez, Pedro Antonio Gutiérrez, Juan Carlos Fernández, Sancho Salcedo-Sanz, Antonio Portilla-Figueras, Ángel M. Pérez-Bellido, Luis Prieto:
Hyperbolic Tangent Basis Function Neural Networks Training by Hybrid Evolutionary Programming for Accurate Short-Term Wind Speed Prediction. ISDA 2009: 193-198
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Sancho Salcedo-Sanz, Gustavo Camps-Valls, Carlos Bousoño-Calzón:
Hybrid Genetic Algorithms in Data Mining Applications. Encyclopedia of Data Warehousing and Mining 2009: 993-998
2008
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Sancho Salcedo-Sanz, Xin Yao:
Assignment of cells to switches in a cellular mobile network using a hybrid Hopfield network-genetic algorithm approach. Appl. Soft Comput. 8(1): 216-224 (2008)
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Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Christopher Thraves, Antonio Fernández Anta, Xin Yao:
Optimal switch location in mobile communication networks using hybrid genetic algorithms. Appl. Soft Comput. 8(4): 1486-1497 (2008)
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José Antonio Portilla-Figueras, Sancho Salcedo-Sanz, Alicia Oropesa-García, Carlos Bousoño-Calzón:
Cell size determination in WCDMA systems using an evolutionary programming approach. Comput. Oper. Res. 35(12): 3758-3768 (2008)
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José M. Leiva-Murillo, Sancho Salcedo-Sanz, Ascensión Gallardo-Antolín, Antonio Artés-Rodríguez:
A simulated annealing approach to speaker segmentation in audio databases. Eng. Appl. Artif. Intell. 21(4): 499-508 (2008)
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Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, José Antonio Portilla-Figueras, Francisco López-Ferreras:
A comparison of memetic algorithms for the spread spectrum radar polyphase codes design problem. Eng. Appl. Artif. Intell. 21(8): 1233-1238 (2008)
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Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras:
Using a bank of binary Hopfield networks as constraints solver in hybrid algorithms. Neurocomputing 71(4-6): 1061-1068 (2008)
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Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras:
Assignment of Students to Preferred Laboratory Groups Using a Hybrid Grouping Genetic Algorithm. HIS 2008: 48-52
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Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Luis Prieto, D. Paredes, Francisco Correoso:
Short-Term Wind Speed Prediction by Hybridizing Global and Mesoscale Forecasting Models with Artificial Neural Networks. HIS 2008: 608-612
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Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Maurizio Naldi:
Optimization of Automated Call Center Service Times Using Evolutionary Techniques. HIS 2008: 923-926
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Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras, Maurizio Naldi:
Solving the Delay-Constrained Capacitated Minimum Spanning Tree Problem Using a Dandelion-Encoded Evolutionary Algorithm. SEAL 2008: 151-160
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Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Xin Yao:
Solving Very Difficult Japanese Puzzles with a Hybrid Evolutionary-Logic Algorithm. SEAL 2008: 360-369
2007
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Emilio G. Ortíz-García, Sancho Salcedo-Sanz, José M. Leiva-Murillo, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras:
Automated generation and visualization of picture-logic puzzles. Comput. Graph. 31(5): 750-760 (2007)
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Sancho Salcedo-Sanz, Jing Su:
Improving metaheuristics convergence properties in inductive query by example using two strategies for reducing the search space. Comput. Oper. Res. 34(1): 91-106 (2007)
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Sancho Salcedo-Sanz, José Antonio Portilla-Figueras:
Optimal solution to crossbar packet-switch problems using a sequential binary Hopfield neural network. Neurocomputing 70(13-15): 2603-2607 (2007)
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Sancho Salcedo-Sanz, Carlos Bousoño-Calzón:
On the application of linear transformations for genetic algorithms optimization. Int. J. Knowl. Based Intell. Eng. Syst. 11(2): 89-104 (2007)
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Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Xin Yao:
Teaching Advanced Features of Evolutionary Algorithms Using Japanese Puzzles. IEEE Trans. Educ. 50(2): 151-156 (2007)
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Sancho Salcedo-Sanz, Fernando Cruz-Roldán, Conor Heneghan, Xin Yao:
Evolutionary Design of Digital Filters With Application to Subband Coding and Data Transmission. IEEE Trans. Signal Process. 55(4): 1193-1203 (2007)
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Emilio G. Ortíz-García, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras:
A hybrid hopfield network-genetic algorithm approach for the lights-up puzzle. IEEE Congress on Evolutionary Computation 2007: 1403-1407
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Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, Antonio Portilla-Figueras, Xin Yao:
Solving Japanese Puzzles with Heuristics. CIG 2007: 224-231
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Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, Antonio Portilla-Figueras:
A hybrid evolutionary programming algorithm for spread spectrum radar polyphase codes design. GECCO 2007: 682-688
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Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Roberto Gil-Pita, Antonio Portilla-Figueras, Manuel Rosa-Zurera:
An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets. IDEAL 2007: 1151-1159
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Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, Pilar García-Díaz:
An Agent System for Bandwidth Allocation in Reservation-Based Networks Using Evolutionary Computing and Vickrey Auctions. KES-AMSTA 2007: 476-485
2006
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Sancho Salcedo-Sanz, Yong Xu, Xin Yao:
Hybrid meta-heuristics algorithms for task assignment in heterogeneous computing systems. Comput. Oper. Res. 33: 820-835 (2006)
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Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Fernando García-Vázquez, Silvia Jiménez-Fernández:
Solving terminal assignment problems with groups encoding: The wedding banquet problem. Eng. Appl. Artif. Intell. 19(5): 569-578 (2006)
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Sancho Salcedo-Sanz, Ascensión Gallardo-Antolín, José M. Leiva-Murillo, Carlos Bousoño-Calzón:
Offline Speaker Segmentation Using Genetic Algorithms and Mutual Information. IEEE Trans. Evol. Comput. 10(2): 175-186 (2006)
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Sancho Salcedo-Sanz, José Sáez Landete, Manuel Rosa-Zurera:
Nature-Inspired Algorithms for the Optimization of Optical Reference Signals. PPSN 2006: 282-291
2005
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Sancho Salcedo-Sanz, Carlos Bousoño-Calzón:
A Hybrid Neural-Genetic Algorithm for the Frequency Assignment Problem in Satellite Communications. Appl. Intell. 22(3): 207-217 (2005)
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Sancho Salcedo-Sanz, José Luis Fernández-Villacañas, María Jesús Segovia-Vargas, Carlos Bousoño-Calzón:
Genetic programming for the prediction of insolvency in non-life insurance companies. Comput. Oper. Res. 32: 749-765 (2005)
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Ricardo Santiago-Mozos, Sancho Salcedo-Sanz, Mario de Prado-Cumplido, Carlos Bousoño-Calzón:
A two-phase heuristic evolutionary algorithm for personalizing course timetables: a case study in a Spanish university. Comput. Oper. Res. 32: 1761-1776 (2005)
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Sancho Salcedo-Sanz, Carlos Bousoño-Calzón:
A portable and scalable algorithm for a class of constrained combinatorial optimization problems. Comput. Oper. Res. 32: 2671-2687 (2005)
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Sancho Salcedo-Sanz, Yong Xu, Xin Yao:
Meta-Heuristic Algorithms for FPGA Segmented Channel Routing Problems with Non-standard Cost Functions. Genet. Program. Evolvable Mach. 6(4): 359-379 (2005)
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Yong Xu, Sancho Salcedo-Sanz, Xin Yao:
Editorial. Int. J. Comput. Intell. Appl. 5(2) (2005)
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Yong Xu, Sancho Salcedo-Sanz, Xin Yao:
Metaheuristic Approaches to Traffic Grooming in Wdm Optical Networks. Int. J. Comput. Intell. Appl. 5(2): 231-250 (2005)
2004
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Carlos Bousoño-Calzón, Sancho Salcedo-Sanz:
A Discrete-Time Quantized-State Hopfield Neural Network. Ann. Math. Artif. Intell. 42(4): 345-367 (2004)
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Sancho Salcedo-Sanz, Mario de Prado-Cumplido, María Jesús Segovia-Vargas, Fernando Pérez-Cruz, Carlos Bousoño-Calzón:
Feature selection methods involving support vector machines for prediction of insolvency in non-life insurance companies. Intell. Syst. Account. Finance Manag. 12(4): 261-281 (2004)
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Sancho Salcedo-Sanz, Ricardo Santiago-Mozos, Carlos Bousoño-Calzón:
A hybrid Hopfield network-simulated annealing approach for frequency assignment in satellite communications systems. IEEE Trans. Syst. Man Cybern. Part B 34(2): 1108-1116 (2004)
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Sancho Salcedo-Sanz, Gustavo Camps-Valls, Fernando Pérez-Cruz, José Sepúlveda-Sanchis, Carlos Bousoño-Calzón:
Enhancing genetic feature selection through restricted search and Walsh analysis. IEEE Trans. Syst. Man Cybern. Part C 34(4): 398-406 (2004)
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Sancho Salcedo-Sanz, Xin Yao:
A hybrid Hopfield network-genetic algorithm approach for the terminal assignment problem. IEEE Trans. Syst. Man Cybern. Part B 34(6): 2343-2353 (2004)
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Yong Xu, Sancho Salcedo-Sanz, Xin Yao:
Non-standard cost terminal assignment problems using tabu search approach. IEEE Congress on Evolutionary Computation 2004: 2302-2306
2003
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Sancho Salcedo-Sanz, Carlos Bousoño-Calzón, Aníbal R. Figueiras-Vidal:
A mixed neural-genetic algorithm for the broadcast scheduling problem. IEEE Trans. Wirel. Commun. 2(2): 277-283 (2003)
2002
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Sancho Salcedo-Sanz, Mario de Prado-Cumplido, Fernando Pérez-Cruz, Carlos Bousoño-Calzón:
Feature Selection via Genetic Optimization. ICANN 2002: 547-552

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