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Salcedo Sanz, Sancho

Teoría de la Señal y Comunicaciones / Universidad de Alcalá

Publications

Detection and attribution of heat waves with the Multivariate Autoencoder Flow-Analogue Method (MvAE-AM)

  • Marina,C.M.
  • Pérez-Aracil,J.
  • McAdam,R.
  • Lorente-Ramos,E.
  • Luther,N.
  • Zorita,E.
  • Scoccimarro,E.
  • Luterbacher,J.
  • Xoplaki,E.
  • Salcedo-Sanz,S.
... View more Collapse

Atmospheric Research - 1/01/2026

Editor: Elsevier Ltd

10.1016/j.atmosres.2025.108409 View at source

  • ISSN/ISBN 0169-8095

Spatio-temporal analysis of droughts in the Iberian Peninsula using complex Climate Networks over precipitation data

  • Chidean,M.I.
  • Pérez-Aracil,J.
  • Casillas-Pérez,D.
  • Caamaño-Fernández,A.
  • Salcedo-Sanz,S.

Journal Of Environmental Management - 1/8/2025

Editor: Academic Press

10.1016/j.jenvman.2025.126106 View at source

  • ISSN 03014797
  • ISSN/ISBN 1095-8630

Go-around occurrence prediction with rule-induction, rule evolution and Machine Learning algorithms

  • Marina, C.M.
  • Pérez-Aracil, J.
  • Lorente-Ramos, E.
  • Casanova-Mateo, C.
  • Salcedo-Sanz, S.

Advanced Engineering Informatics - 1/5/2025

Editor: Elsevier Ltd

10.1016/j.aei.2025.103171 View at source

  • ISSN 14740346
  • ISSN/ISBN 1474-0346

Half-hourly electricity price prediction model with explainable-decomposition hybrid deep learning approach

  • Ghimire, S.
  • Deo, R.C.
  • Hopf, K.
  • Liu, H.
  • Casillas-Pérez, D.
  • Helwig, A.
  • Prasad, S.S.
  • Pérez-Aracil, J.
  • Barua, P.D.
  • Salcedo-Sanz, S.
... View more Collapse

Energy And Ai - 1/5/2025

Editor: Elsevier B.V.

10.1016/j.egyai.2025.100492 View at source

  • ISSN 26665468
  • ISSN/ISBN 2666-5468

Explainable deep learning hybrid modeling framework for total suspended particles concentrations prediction

  • Ghimire, S.
  • Deo, R.C.
  • Jiang, N.
  • Ahmed, A.A.M.
  • Prasad, S.S.
  • Casillas-Pérez, D.
  • Salcedo-Sanz, S.
  • Yaseen, Z.M.
... View more Collapse

Atmospheric Environment - 15/4/2025

Editor: Elsevier Ltd

10.1016/j.atmosenv.2025.121079 View at source

  • ISSN 13522310
  • ISSN/ISBN 1873-2844

Electricity demand uncertainty modeling with Temporal Convolution Neural Network models

  • Ghimire, S.
  • Deo, R.C.
  • Casillas-Pérez, D.
  • Salcedo-Sanz, S.
  • Acharya, R.
  • Dinh, T.

Renewable & Sustainable Energy Reviews - 1/3/2025

Editor: Elsevier Ltd

10.1016/j.rser.2024.115097 View at source

  • ISSN 13640321
  • ISSN/ISBN 1879-0690

Hybridizing Machine Learning Algorithms With Numerical Models for Accurate Wind Power Forecasting

  • Abad-Santjago, Á.
  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Sanz-Justo, J.
  • Casanova-Mateo, C.
  • Salcedo-Sanz, S.

Expert Systems - 1/2/2025

Editor: John Wiley and Sons Inc

10.1111/exsy.13830 View at source

  • ISSN 14680394
  • ISSN/ISBN 1468-0394

Generating High Spatial and Temporal Surface Albedo with Multispectral-Wavemix and Temporal-Shift Heatmaps

  • Karalasingham, S.
  • Deo, R.C.
  • Raj, N.
  • Casillas-Perez, D.
  • Salcedo-Sanz, S.

Remote Sensing - 1/2/2025

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/rs17030461 View at source

  • ISSN 20724292
  • ISSN/ISBN 2072-4292

Artificial intelligence for modeling and understanding extreme weather and climate events

  • Camps-Valls, G.
  • Fernández-Torres, M.-Á.
  • Cohrs, K.-H.
  • Höhl, A.
  • Castelletti, A.
  • Pacal, A.
  • Robin, C.
  • Martinuzzi, F.
  • Papoutsis, I.
  • Prapas, I.
  • Pérez-Aracil, J.
  • Weigel, K.
  • Gonzalez-Calabuig, M.
  • Reichstein, M.
  • Rabel, M.
  • Giuliani, M.
  • Mahecha, M.D.
  • Popescu, O.-I.
  • Pellicer-Valero, O.J.
  • Ouala, S.
  • Salcedo-Sanz, S.
  • Sippel, S.
  • Kondylatos, S.
  • Happé, T.
  • Williams, T.
... View more Collapse

Nature Communications - 1/12/2025

Editor: Nature Research

10.1038/s41467-025-56573-8 View at source

  • ISSN/ISBN 2041-1723

Enhancing wind speed prediction in wind farms through ordinal classification

  • Gómez-Orellana,A.M.
  • Vega-Bayo,M.
  • Guijo-Rubio,D.
  • Pérez-Aracil,J.
  • Vargas,V.M.
  • Gutiérrez,P.A.
  • Prieto-Godino,L.
  • Salcedo-Sanz,S.
  • Hervás-Martínez,C.
... View more Collapse

Energy and AI - 1/12/2025

Editor: Elsevier B.V.

10.1016/j.egyai.2025.100596 View at source

  • ISSN/ISBN 2666-5468

Statistical and soft computing approaches in insurance problems

  • Salcedo-Sanz, S.
  • Claramunt-Bielsa, M.
  • Vilar-Zanón, J.L.
  • Heras, A.

(p. 1-138) - 2013

Editor: Nova Science Publishers, Inc.

  • ISSN/ISBN 9781626185067

Garteur AD/AG-52: Surrogate-based global optimization methods in preliminary aerodynamic design

  • Andrés-Pérez, E.
  • González-Juarez, D.
  • Martin, M.
  • Iuliano, E.
  • Cinquegrana, D.
  • Carrier, G.
  • Peter, J.
  • Bailly, D.
  • Amoignon, O.
  • Dvorak, P.
  • Funes, D.
  • Weinerfelt, P.
  • Carro, L.
  • Salcedo, S.
  • Jin, Y.
  • Doherty, J.
  • Wang, H.
... View more Collapse

Computational Methods in Applied Sciences (p. 195-210) - 1/1/2019

Editor: Springer

10.1007/978-3-319-89890-2_13 View at source

  • ISSN 18713033
  • ISSN/ISBN 1871-3033

A hybrid ensemble of heterogeneous regressors for wind speed estimation in wind farms

  • Cornejo-Bueno, L.
  • Acevedo-Rodríguez, J.
  • Prieto, L.
  • Salcedo-Sanz, S.

Studies in Computational Intelligence (p. 97-106) - 2018

Editor: Springer Verlag

10.1007/978-3-319-99626-4_9 View at source

  • ISSN/ISBN 1860-949X

Drought Prediction With Standardized Precipitation and Evapotranspiration Index and Support Vector Regression Models

  • Deo, R.C.
  • Salcedo-Sanz, S.
  • Carro-Calvo, L.
  • Saavedra-Moreno, B.

INTEGRATING DISASTER SCIENCE AND MANAGEMENT: GLOBAL CASE STUDIES IN MITIGATION AND RECOVERY (p. 151-174) - 1/1/2018

Editor: Elsevier Inc.

10.1016/b978-0-12-812056-9.00010-5 View at source

  • ISSN/ISBN 9780128120569

A review of computational intelligence algorithms in insurance applications

  • Salcedo-Sanz, S.
  • Cuadra, L.
  • Portilla-Figueras, A.
  • Jiménez-Fernández, S.
  • Alexandre, E.

Mathematical Research Summaries (p. 33-34) - 1/01/2017

Editor: Nova Science Publishers, Inc.

  • ISSN/ISBN 9781536120226

A review of computational intelligence algorithms in insurance applications

  • Salcedo-Sanz, S.
  • Cuadra, L.
  • Portilla-Figueras, A.
  • Jiménez-Fernández, S.
  • Alexandre, E.

Statistical and Soft Computing Approaches in Insurance Problems (p. 1-49) - 2013

Editor: Nova Science Publishers, Inc.

  • ISSN/ISBN 9781626185067

Hybrid Genetic Algorithms in Data Mining Applications

  • Salcedo-Sanz,S.
  • Camps-Valls,G.
  • Bousoño-Calzón,C.

Encyclopedia of Data Warehousing and Mining: Second Edition (p. 993-998) - 1/01/2008

Editor: IGI Global

10.4018/978-1-60566-010-3.ch154 View at source

  • ISSN/ISBN 9781605660103

Symbol decision via genetic optimization of mutual information

  • José Miguel Leiva Murillo
  • Ricardo Santiago Mozos
  • Sancho Salcedo Sanz
  • Antonio Artés Rodríguez

Proceedings of the Sixth Baiona Workshop on Signal Proceesing in Communications: Baiona, Spain, September 2003 (p. 51-56) - 2003

Editor: Servizo de Publicacións

  • ISSN/ISBN 84-8158-248-4

Special-Crowd-Distance Boosted MESH Applied to the Operation of Cascade Hydro-Power Plants

  • de Araújo Júnior, R.A.
  • Leite, G.M.C.
  • Jiménez-Fernández, S.
  • Salcedo-Sanz, S.
  • Delgado, C.A.D.M.
  • Marcelino, C.G.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 442-456) - 2025

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-79035-5_31 View at source

  • ISSN/ISBN 9783031790348

Poster: Cloud Computing with AI-empowered Trends in Software-Defined Radios: Challenges and Opportunities

  • Sharma, E.
  • Deo, R.C.
  • Davey, C.P.
  • Carter, B.D.
  • Salcedo-Sanz, S.

Proceedings - 2024 IEEE 25th International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2024 (p. 298-300) - 2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/wowmom60985.2024.00054 View at source

  • ISSN/ISBN 9798350394665

Towards next-generation federated learning: A case study on privacy attacks in artificial intelligence systems

  • Sharma, E.
  • Deo, R.C.
  • Davey, C.P.
  • Carter, B.D.
  • Salcedo-Sanz, S.

Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024 (p. 1446-1452) - 2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/cai59869.2024.00259 View at source

  • ISSN/ISBN 9798350354096

Decision-Aid Applied to Rank Diverse Energy Storage Systems Technologies: A Methodology Using Information Fusion Concepts

  • Acioly Filho, L.V.
  • Cardoso Leite, G.M.
  • Jiménez-Fernández, S.
  • Salcedo-Sanz, S.
  • Moreira Delgado, C.A.D.
  • Marcelino, C.G.

Communications in Computer and Information Science (p. 80-94) - 2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-77432-4_6 View at source

  • ISSN/ISBN 1865-0937

Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm

  • Gómez-Orellana, A.M.
  • Vargas, V.M.
  • Guijo-Rubio, D.
  • Pérez-Aracil, J.
  • Gutiérrez, P.A.
  • Salcedo-Sanz, S.
  • Hervás-Martínez, C.
... View more Collapse

Lecture Notes In Computer Science (p. 293-302) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_27 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Autoencoder Framework for General Forecasting

  • Fister, D.
  • Peláez-Rodríguez, C.
  • Cornejo-Bueno, L.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 314-322) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_29 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Energy Flux Prediction Using an Ordinal Soft Labelling Strategy

  • Gómez-Orellana, A.M.
  • Vargas, V.M.
  • Gutiérrez, P.A.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.
  • Hervás-Martínez, C.
  • Guijo-Rubio, D.
... View more Collapse

Lecture Notes In Computer Science (p. 283-292) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_26 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Data Augmentation Techniques for Extreme Wind Prediction Improvement

  • Vega-Bayo, M.
  • Gómez-Orellana, A.M.
  • Yun, V.M.V.
  • Guijo-Rubio, D.
  • Cornejo-Bueno, L.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.
... View more Collapse

Lecture Notes In Computer Science (p. 303-313) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_28 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model

  • Peláez-Rodríguez, C.
  • Cornejo-Bueno, L.
  • Fister, D.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 323-332) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_30 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Multivariate-Autoencoder Flow-Analogue Method for Heat Waves Reconstruction

  • Marina, C.M.
  • Lorente-Ramos, E.
  • Ayllón-Gavilán, R.
  • Gutiérrez, P.A.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 223-232) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-62799-6_23 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

An Analysis of black-box optimization problems in reinsurance : evolutionary-based approaches

  • Salcedo-Sanz, Sancho
  • Carro Calvo, L.
  • Claramunt Bielsa, M. Mercè
  • Castañer, Anna
  • Mármol, Maite

Documentos De Trabajo ( Xreap ) (p. 1) - 1/1/2013

Editor: Xarxa de Referència en Economia Aplicada (XREAP)

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 11/24/25 9:33 PM