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1

Bio-inspired computation: Where we stand and what's next

Del Ser, Javier, Osaba, Eneko, Molina, Daniel, Yang, Xin-She, Salcedo-Sanz, Sancho, Camacho, David, Das, Swagatam, Suganthan, Ponnuthurai N., Coello Coello, Carlos A., Herrera, Francisco

Journal:

Swarm and Evolutionary Computation

Year:

2019

Language:

english

File:

PDF, 1.36 MB

english, 2019

2

Machine learning regressors for solar radiation estimation from satellite data

Cornejo-Bueno, L., Casanova-Mateo, C., Sanz-Justo, J., Salcedo-Sanz, S.

Journal:

Year:

2019

Language:

english

File:

PDF, 410 KB

english, 2019

3

A study on the impact of easements in the deployment of wind farms near airport facilities

Cuadra, L., Ocampo-Estrella, I., Alexandre, E., Salcedo-Sanz, S.

Journal:

Renewable Energy

Year:

2019

Language:

english

File:

PDF, 6.11 MB

english, 2019

4

Significant wave height and energy flux range forecast with machine learning classifiers

Fernández, J.C., Salcedo-Sanz, S., Gutiérrez, P.A., Alexandre, E., Hervás-Martínez, C.

Journal:

Engineering Applications of Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 595 KB

english, 2015

5

Modern meta-heuristics based on nonlinear physics processes: A review of models and design procedures

Salcedo-Sanz, S.

Journal:

Physics Reports

Year:

2016

Language:

english

File:

PDF, 67.68 MB

english, 2016

6

A hybrid grouping genetic algorithm for assigning students to preferred laboratory groups

Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Emilio G. Ortiz-García, Antonio Portilla-Figueras, Ángel M. Pérez-Bellido

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 1.02 MB

english, 2009

7

A genetic algorithm with switch-device encoding for optimal partition of switched industrial Ethernet networks

Leo Carro-Calvo, Sancho Salcedo-Sanz, Jose A. Portilla-Figueras, E.G. Ortiz-García

Journal:

Journal of Network and Computer Applications

Year:

2010

Language:

english

File:

PDF, 497 KB

english, 2010

8

Evolutionary computation approaches for real offshore wind farm layout: A case study in northern Europe

Salcedo-Sanz, S., Gallo-Marazuela, D., Pastor-Sánchez, A., Carro-Calvo, L., Portilla-Figueras, A., Prieto, L.

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 603 KB

english, 2013

9

A hybrid genetic algorithm—extreme learning machine approach for accurate significant wave height reconstruction

Alexandre, E., Cuadra, L., Nieto-Borge, J.C., Candil-García, G., del Pino, M., Salcedo-Sanz, S.

Journal:

Ocean Modelling

Year:

2015

Language:

english

File:

PDF, 1.22 MB

english, 2015

10

Significant wave height and energy flux prediction for marine energy applications: A grouping genetic algorithm – Extreme Learning Machine approach

Cornejo-Bueno, L., Nieto-Borge, J.C., García-Díaz, P., Rodríguez, G., Salcedo-Sanz, S.

Journal:

Renewable Energy

Year:

2016

Language:

english

File:

PDF, 1.55 MB

english, 2016

11

Feature selection in machine learning prediction systems for renewable energy applications

Salcedo-Sanz, S., Cornejo-Bueno, L., Prieto, L., Paredes, D., García-Herrera, R.

Journal:

Renewable and Sustainable Energy Reviews

Year:

2018

Language:

english

File:

PDF, 1.11 MB

english, 2018

12

Genetic programming for the prediction of insolvency in non-life insurance companies

Sancho Salcedo-Sanz, José-Luis Fernández-Villacañas, Marı́a Jesús Segovia-Vargas, Carlos Bousoño-Calzón

Journal:

Computers & Operations Research

Year:

2005

Language:

english

File:

PDF, 254 KB

english, 2005

13

Support vector machines in engineering: an overview

Salcedo-Sanz, S., Rojo-Álvarez, J. L., Martínez-Ramón, M., Camps-Valls, G.

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 1.76 MB

english, 2014

14

Structures vibration control via Tuned Mass Dampers using a co-evolution Coral Reefs Optimization algorithm

Salcedo-Sanz, S., Camacho-Gómez, C., Magdaleno, A., Pereira, E., Lorenzana, A.

Journal:

Journal of Sound and Vibration

Year:

2017

Language:

english

File:

PDF, 1.49 MB

english, 2017

15

A Nested Two-steps Evolutionary Algorithm for the Light-up Puzzle

Salcedo-Sanz, S., Carro-Calvo, L., Ortiz-García, E. G., Pérez-Bellido, Á. M., Portilla-Figueras, J. A.

Journal:

Year:

2009

Language:

english

File:

PDF, 220 KB

english, 2009

16

Wind Power Ramp Events Prediction with Hybrid Machine Learning Regression Techniques and Reanalysis Data

Cornejo-Bueno, Laura, Cuadra, Lucas, Jiménez-Fernández, Silvia, Acevedo-Rodríguez, Javier, Prieto, Luis, Salcedo-Sanz, Sancho

Journal:

Year:

2017

Language:

english

File:

PDF, 763 KB

english, 2017

17

Curve fitting using heuristics and bio-inspired optimization algorithms for experimental data processing in chemistry

M.J. Polo-Corpa, S. Salcedo-Sanz, A.M. Pérez-Bellido, P. López-Espí, R. Benavente, E. Pérez

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2009

Language:

english

File:

PDF, 871 KB

english, 2009

18

A two-phase heuristic evolutionary algorithm for personalizing course timetables: a case study in a Spanish university

Ricardo Santiago-Mozos, Sancho Salcedo-Sanz, Mario DePrado-Cumplido, Carlos Bousoño-Calzón

Journal:

Computers & Operations Research

Year:

2005

Language:

english

File:

PDF, 323 KB

english, 2005

19

Near optimal citywide WiFi network deployment using a hybrid grouping genetic algorithm

L.E. Agustín-Blas, S. Salcedo-Sanz, P. Vidales, G. Urueta, J.A. Portilla-Figueras

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 2.33 MB

english, 2011

20

A review of recent evolutionary computation-based techniques in wind turbines layout optimization problems

S. Salcedo-Sanz, B. Saavedra-Moreno, A. Paniagua-Tineo, L. Prieto, A. Portilla-Figueras

Journal:

Central European Journal of Computer Science

Year:

2011

Language:

english

File:

PDF, 293 KB

english, 2011

21

Evolutionary product unit neural networks for short-term wind speed forecasting in wind farms

C. Hervás-Martínez, S. Salcedo-Sanz, P. A. Gutiérrez, E. G. Ortiz-García, L. Prieto

Journal:

Neural Computing and Applications

Year:

2012

Language:

english

File:

PDF, 906 KB

english, 2012

22

A mutant of the major melon allergen, Cuc m 2, with reduced IgE binding capacity is a good candidate for specific immunotherapy

Leticia Tordesillas, Pedro Gamboa, Maria L. Sanz, Arantxa Palacín, Cristina Gómez-Casado, Javier Cuesta-Herranz, Luis F. Pacios, Gabriel Salcedo, Araceli Díaz-Perales

Journal:

Molecular Immunology

Year:

2011

Language:

english

File:

PDF, 824 KB

english, 2011

23

Generation of Optical Reference Signals Robust to Diffractive Effects

Saez-Landete, J., Salcedo-Sanz, S., Rosa-Zurera, M., Alonso, J., Bernabeu, E.

Journal:

IEEE Photonics Technology Letters

Year:

2007

Language:

english

File:

PDF, 108 KB

english, 2007

24

Evolutionary Design of Digital Filters With Application to Subband Coding and Data Transmission

Salcedo-Sanz, S., Cruz-Roldan, F., Heneghan, C., Xin Yao

Journal:

IEEE Transactions on Signal Processing

Year:

2007

Language:

english

File:

PDF, 689 KB

english, 2007

25

Mobile network deployment under electromagnetic pollution control criterion: An evolutionary algorithm approach

García-Díaz, P., Salcedo-Sanz, S., Portilla-Figueras, J.A., Jiménez-Fernández, S.

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 2.09 MB

english, 2013

26

Accurate precipitation prediction with support vector classifiers: A study including novel predictive variables and observational data

Ortiz-García, E.G., Salcedo-Sanz, S., Casanova-Mateo, C.

Journal:

Atmospheric Research

Year:

2014

Language:

english

File:

PDF, 335 KB

english, 2014

27

Feature selection in wind speed prediction systems based on a hybrid coral reefs optimization – Extreme learning machine approach

Salcedo-Sanz, S., Pastor-Sánchez, A., Prieto, L., Blanco-Aguilera, A., García-Herrera, R.

Journal:

Energy Conversion and Management

Year:

2014

Language:

english

File:

PDF, 943 KB

english, 2014

28

[IEEE 2007 IEEE Symposium on Computational Intelligence and Games - Honolulu, HI, USA (2007.04.1-2007.04.5)] 2007 IEEE Symposium on Computational Intelligence and Games - Solving Japanese Puzzles with Heuristics

Salcedo-Sanz, Sancho, Ortiz-Garca, Emilio G., Perez-Bellido, Angel M., Portilla-Figueras, Antonio, Yao, Xin

Year:

2007

Language:

english

File:

PDF, 224 KB

english, 2007

29

[IEEE 2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011) - Istanbul, Turkey (2011.07.4-2011.07.8)] 2011 7th International Wireless Communications and Mobile Computing Conference - An evolutionary algorithm for network clustering through traffic matrices

Salcedo-Sanz, Sancho, Naldi, Maurizio, Carro-Calvo, Leopoldo, Laura, Luigi, Portilla-Figueras, Antonio, Italiano, Giuseppe F.

Year:

2011

Language:

english

File:

PDF, 622 KB

english, 2011

30

Effective multi-objective optimization with the coral reefs optimization algorithm

Salcedo-Sanz, S., Pastor-Sánchez, A., Portilla-Figueras, J. A., Prieto, L.

Journal:

Engineering Optimization

Year:

2015

Language:

english

File:

PDF, 599 KB

english, 2015

31

Computational intelligence in wave energy: Comprehensive review and case study

Cuadra, L., Salcedo-Sanz, S., Nieto-Borge, J.C., Alexandre, E., Rodríguez, G.

Journal:

Renewable and Sustainable Energy Reviews

Year:

2016

Language:

english

File:

PDF, 1.54 MB

english, 2016

32

Characterization of goat colostrum oligosaccharides by nano-liquid chromatography on chip quadrupole time-of-flight mass spectrometry and hydrophilic interaction liquid chromatography-quadrupole mass spectrometry

Martín-Ortiz, A., Salcedo, J., Barile, D., Bunyatratchata, A., Moreno, F.J., Martin-García, I., Clemente, A., Sanz, M.L., Ruiz-Matute, A.I.

Journal:

Journal of Chromatography A

Year:

2016

Language:

english

File:

PDF, 1.33 MB

english, 2016

33

A novel Grouping Genetic Algorithm–Extreme Learning Machine approach for global solar radiation prediction from numerical weather models inputs

Aybar-Ruiz, A., Jiménez-Fernández, S., Cornejo-Bueno, L., Casanova-Mateo, C., Sanz-Justo, J., Salvador-González, P., Salcedo-Sanz, S.

Journal:

Year:

2016

Language:

english

File:

PDF, 1.16 MB

english, 2016

34

Massive missing data reconstruction in ocean buoys with evolutionary product unit neural networks

Durán-Rosal, A.M., Hervás-Martínez, C., Tallón-Ballesteros, A.J., Martínez-Estudillo, A.C., Salcedo-Sanz, S.

Journal:

Ocean Engineering

Year:

2016

Language:

english

File:

PDF, 1.43 MB

english, 2016

35

A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines

Villar-Rodríguez, E., Del Ser, J., Torre-Bastida, A. I., Bilbao, M. N., Salcedo-Sanz, S.

Journal:

Concurrency and Computation: Practice and Experience

Year:

2016

Language:

english

File:

PDF, 1.45 MB

english, 2016

36

A feature selection method for author identification in interactive communications based on supervised learning and language typicality

Villar-Rodriguez, Esther, Ser, Javier Del, Bilbao, Miren Nekane, Salcedo-Sanz, Sancho

Journal:

Engineering Applications of Artificial Intelligence

Year:

2016

Language:

english

File:

PDF, 876 KB

english, 2016

37

A review on the coral reefs optimization algorithm: new development lines and current applications

Salcedo-Sanz, S.

Journal:

Progress in Artificial Intelligence

Year:

2017

Language:

english

File:

PDF, 964 KB

english, 2017

38

[IEEE 2016 IEEE Congress on Evolutionary Computation (CEC) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 IEEE Congress on Evolutionary Computation (CEC) - A grouping genetic algorithm — Extreme learning machine approach for optimal wave energy prediction

Cornejo-Bueno, L., Aybar-Ruiz, A., Jimenez-Fernandez, S., Alexandre, E., Nieto-Borge, J. C., Salcedo-Sanz, S.

Year:

2016

Language:

english

File:

PDF, 327 KB

english, 2016

39

Efficient Prediction of Low-Visibility Events at Airports Using Machine-Learning Regression

Cornejo-Bueno, L., Casanova-Mateo, C., Sanz-Justo, J., Cerro-Prada, E., Salcedo-Sanz, S.

Journal:

Boundary-Layer Meteorology

Year:

2017

Language:

english

File:

PDF, 986 KB

english, 2017

40

An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia

Salcedo-Sanz, Sancho, Deo, Ravinesh C., Cornejo-Bueno, Laura, Camacho-Gómez, Carlos, Ghimire, Sujan

Journal:

Year:

2018

Language:

english

File:

PDF, 1.07 MB

english, 2018

41

Evaluation of dimensionality reduction methods applied to numerical weather models for solar radiation forecasting

García-Hinde, O., Terrén-Serrano, G., Hombrados-Herrera, M.Á., Gómez-Verdejo, V., Jiménez-Fernández, S., Casanova-Mateo, C., Sanz-Justo, J., Martínez-Ramón, M., Salcedo-Sanz, S.

Journal:

Engineering Applications of Artificial Intelligence

Year:

2018

Language:

english

File:

PDF, 3.55 MB

english, 2018

42

A Critical Review of Robustness in Power Grids Using Complex Networks Concepts

Cuadra, Lucas, Salcedo-Sanz, Sancho, Del Ser, Javier, Jiménez-Fernández, Silvia, Geem, Zong

Journal:

Year:

2015

Language:

english

File:

PDF, 2.99 MB

english, 2015

43

The Coral Reefs Optimization Algorithm: A Novel Metaheuristic for Efficiently Solving Optimization Problems

Salcedo-Sanz, S., Del Ser, J., Landa-Torres, I., Gil-López, S., Portilla-Figueras, J. A.

Journal:

The Scientific World JOURNAL

Year:

2014

Language:

english

File:

PDF, 3.59 MB

english, 2014

44

A Review of Classification Problems and Algorithms in Renewable Energy Applications

Pérez-Ortiz, María, Jiménez-Fernández, Silvia, Gutiérrez, Pedro, Alexandre, Enrique, Hervás-Martínez, César, Salcedo-Sanz, Sancho

Journal:

Year:

2016

Language:

english

File:

PDF, 1.09 MB

english, 2016

45

An evolutionary multiclass algorithm for automatic classification of high range resolution radar targets

Carro-Calvo, Leo, Salcedo-Sanz, Sancho, Gil-Pita, Roberto, Portilla-Figueras, Antonio, Rosa-Zurera, Manuel

Journal:

Integrated Computer-Aided Engineering

Year:

2009

Language:

english

File:

PDF, 537 KB

english, 2009

46

Applying the coral reefs optimization algorithm for solving unequal area facility layout problems

Garcia-Hernandez, L., Salas-Morera, L., Garcia-Hernandez, J.A., Salcedo-Sanz, S., Valente de Oliveira, J.

Journal:

Expert Systems with Applications

Year:

2019

Language:

english

File:

PDF, 7.62 MB

english, 2019

47

Predicting Enamel Layer Defects in an Automotive Paint Shop

Salcedo-Hernandez, Javier, Garcia-Barruetabena, Jon, Pastor-Lopez, Iker, Sanz-Urquijo, Borja

Journal:

Year:

2020

File:

PDF, 2.98 MB

2020

48

Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources

Salcedo-Sanz, S., Ghamisi, P., Piles, M., Werner, M., Cuadra, L., Moreno-MartÃnez, A., Izquierdo-Verdiguier, E., MuÃ±oz-MarÃ, J., Mosavi, A., Camps-Valls, G.

Journal:

Information Fusion

Year:

2020

File:

PDF, 11.20 MB

2020

49

A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks

Rodriguez, Esther Villar, Ser, Javier Del, Lopez, Sergio Gil, Bilbao, Miren Nekane, Sanz, Sancho Salcedo

Journal:

International Journal of Bio-Inspired Computation

Year:

2017

File:

PDF, 548 KB

2017

50

New coral reefs-based approaches for the model type selection problem: a novel method to predict a nation's future energy demand

Sanz, Sancho Salcedo, Bulnes, JesÃºs MuÃ±oz, Vermeij, Mark J.A.

Journal:

International Journal of Bio-Inspired Computation

Year:

2017

File:

PDF, 746 KB

2017