Nonlinear Air Quality Modeling Using Support Vector Machines in Gijón Urban Area (Northern Spain) at Local Scale

A. Suárez Sánchez; P.J. García Nieto; F.J. Iglesias-Rodríguez; J.A. Vilán Vilán

doi:10.1515/ijnsns-2012-0119

Nonlinear Air Quality Modeling Using Support Vector Machines in Gijón Urban Area (Northern Spain) at Local Scale

International Journal of Nonlinear Sciences and Numerical Simulation ◽

10.1515/ijnsns-2012-0119 ◽

2013 ◽

Vol 14 (5) ◽

Cited By ~ 4

Author(s):

A. Suárez Sánchez ◽

P.J. García Nieto ◽

F.J. Iglesias-Rodríguez ◽

J.A. Vilán Vilán

Keyword(s):

Air Quality ◽

Support Vector Machines ◽

Urban Area ◽

Air Quality Modeling ◽

Local Scale ◽

Support Vector ◽

Northern Spain ◽

Vector Machines ◽

Quality Modeling

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Nonlinear air quality modeling using multivariate adaptive regression splines in Gijón urban area (Northern Spain) at local scale

Applied Mathematics and Computation ◽

10.1016/j.amc.2014.02.096 ◽

2014 ◽

Vol 235 ◽

pp. 50-65 ◽

Cited By ~ 10

Author(s):

P.J. García Nieto ◽

J.C. Álvarez Antón

Keyword(s):

Air Quality ◽

Urban Area ◽

Air Quality Modeling ◽

Local Scale ◽

Multivariate Adaptive Regression Splines ◽

Regression Splines ◽

Northern Spain ◽

Quality Modeling ◽

Adaptive Regression ◽

Adaptive Regression Splines

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Support Vector Machines and Multilayer Perceptron Networks Used to Evaluate the Cyanotoxins Presence from Experimental Cyanobacteria Concentrations in the Trasona Reservoir (Northern Spain)

Water Resources Management ◽

10.1007/s11269-013-0358-4 ◽

2013 ◽

Vol 27 (9) ◽

pp. 3457-3476 ◽

Cited By ~ 33

Author(s):

J. A. Vilán Vilán ◽

J. R. Alonso Fernández ◽

P. J. García Nieto ◽

F. Sánchez Lasheras ◽

F. J. de Cos Juez ◽

...

Keyword(s):

Support Vector Machines ◽

Multilayer Perceptron ◽

Support Vector ◽

Northern Spain ◽

Vector Machines ◽

Multilayer Perceptron Networks

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Air quality modeling in the Oviedo urban area (NW Spain) by using multivariate adaptive regression splines

Environmental Science and Pollution Research ◽

10.1007/s11356-014-3800-0 ◽

2014 ◽

Vol 22 (9) ◽

pp. 6642-6659 ◽

Cited By ~ 7

Author(s):

P. J. García Nieto ◽

J. C. Álvarez Antón ◽

J. A. Vilán Vilán ◽

E. García-Gonzalo

Keyword(s):

Air Quality ◽

Urban Area ◽

Air Quality Modeling ◽

Multivariate Adaptive Regression Splines ◽

Regression Splines ◽

Nw Spain ◽

Quality Modeling ◽

Adaptive Regression ◽

Adaptive Regression Splines

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Prediction of Critical Air Quality Events Using Support Vector Machines and Particle Swarm Optimization

VII Latin American Congress on Biomedical Engineering CLAIB 2016, Bucaramanga, Santander, Colombia, October 26th -28th, 2016 - IFMBE Proceedings ◽

10.1007/978-981-10-4086-3_153 ◽

2017 ◽

pp. 609-612

Author(s):

J. C. Zapata-Hernandez ◽

Y. K. Rojas-Idarraga ◽

D. A. Orrego ◽

J. Murillo-Escobar

Keyword(s):

Particle Swarm Optimization ◽

Air Quality ◽

Support Vector Machines ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Vector Machines

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Air Quality Modeling Using the PSO-SVM-Based Approach, MLP Neural Network, and M5 Model Tree in the Metropolitan Area of Oviedo (Northern Spain)

Environmental Modeling & Assessment ◽

10.1007/s10666-017-9578-y ◽

2017 ◽

Vol 23 (3) ◽

pp. 229-247 ◽

Cited By ~ 8

Author(s):

P. J. García Nieto ◽

E. García-Gonzalo ◽

A. Bernardo Sánchez ◽

A. A. Rodríguez Miranda

Keyword(s):

Neural Network ◽

Air Quality ◽

Metropolitan Area ◽

Air Quality Modeling ◽

Northern Spain ◽

M5 Model Tree ◽

Mlp Neural Network ◽

Model Tree ◽

Quality Modeling ◽

M5 Model

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A SVM-based regression model to study the air quality at local scale in Oviedo urban area (Northern Spain): A case study

Applied Mathematics and Computation ◽

10.1016/j.amc.2013.03.018 ◽

2013 ◽

Vol 219 (17) ◽

pp. 8923-8937 ◽

Cited By ~ 29

Author(s):

P.J. García Nieto ◽

E.F. Combarro ◽

J.J. del Coz Díaz ◽

E. Montañés

Keyword(s):

Air Quality ◽

Regression Model ◽

Urban Area ◽

Local Scale ◽

Northern Spain

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A case study for assessing uncertainty in local-scale regulatory air quality modeling applications

Atmospheric Environment ◽

10.1016/s1352-2310(03)00411-4 ◽

2003 ◽

Vol 37 (25) ◽

pp. 3481-3489 ◽

Cited By ~ 44

Author(s):

T Sax

Keyword(s):

Air Quality ◽

Air Quality Modeling ◽

Local Scale ◽

Quality Modeling

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Predictive modelling of eutrophication in the Pozón de la Dolores lake (Northern Spain) by using an evolutionary support vector machines approach

Journal of Mathematical Biology ◽

10.1007/s00285-017-1161-2 ◽

2017 ◽

Vol 76 (4) ◽

pp. 817-840 ◽

Cited By ~ 3

Author(s):

P. J. García-Nieto ◽

E. García-Gonzalo ◽

J. R. Alonso Fernández ◽

C. Díaz Muñiz

Keyword(s):

Support Vector Machines ◽

Predictive Modelling ◽

Support Vector ◽

Northern Spain ◽

Vector Machines

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Air Quality Modeling of Interpollutant Trading for Ozone Precursors in an Urban Area

Journal of the Air & Waste Management Association ◽

10.1080/10473289.2005.10464752 ◽

2005 ◽

Vol 55 (10) ◽

pp. 1543-1557 ◽

Cited By ~ 2

Author(s):

Linlin Wang ◽

David T. Allen ◽

Elena C. McDonald-Buller

Keyword(s):

Air Quality ◽

Urban Area ◽

Air Quality Modeling ◽

Ozone Precursors ◽

Quality Modeling

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Learning to Generate Optimized Term Weighting for Web Documents Classification - A Parallel Mimetic Approach Based on Support Vector Machines

International Review on Computers and Software (IRECOS) ◽

10.15866/irecos.v11i12.10964 ◽

2016 ◽

Vol 11 (12) ◽

pp. 1147

Author(s):

Abderrahmane Bendahmane ◽

Abdelkader Benyettou

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Term Weighting ◽

Web Documents ◽

Vector Machines

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