Urban air quality management-A review, Atmospheric Pollution Research, vol.6, issue.2, pp.286-304, 2015. ,
DOI : 10.5094/APR.2015.033
A systematic review of the relation between long-term exposure to ambient air pollution and chronic diseases, Reviews on environmental health, vol.23, issue.4, pp.243-97, 2008. ,
Data-Driven Modeling: Using MATLAB® in Water Resources and Environmental Engineering, Water Science and Technology Library, vol.67, 2014. ,
DOI : 10.1007/978-94-007-7506-0
A Feature Selection Method for Air Quality Forecasting, Artificial Neural Networks ? ICANN 2010 of the series Lecture Notes in Computer Science pp, pp.489-494, 2010. ,
DOI : 10.1007/978-3-642-15825-4_66
Intercomparison of air quality data using principal component analysis, and forecasting of PM10 and PM2.5 concentrations using artificial neural networks, in Thessaloniki and Helsinki, Science of The Total Environment, vol.409, issue.7, pp.1266-1276, 2011. ,
DOI : 10.1016/j.scitotenv.2010.12.039
Air quality status in Greater Thessaloniki Area and the emission reductions needed for attaining the EU air quality legislation, Science of The Total Environment, vol.407, issue.4, pp.1268-85, 2009. ,
DOI : 10.1016/j.scitotenv.2008.10.034
Correlation-based feature subset selection for machine learning, 1998. ,
A Practical Approach to Feature Selection, Ninth International Workshop on Machine Learning, pp.249-256, 1992. ,
DOI : 10.1016/B978-1-55860-247-2.50037-1
The WEKA data mining software, ACM SIGKDD Explorations Newsletter, vol.11, issue.1, 2009. ,
DOI : 10.1145/1656274.1656278
Correlation-Based Feature Selection and Regression, of the series Lecture Notes in Computer Science pp, pp.25-35, 2010. ,
A Feature Set Measure Based on Relief, 2004. ,
Self-organized formation of topologically correct feature maps, Biological Cybernetics, vol.13, issue.1, pp.59-69, 1982. ,
DOI : 10.1007/BF00337288
Kohonen's Self Organizing Feature Maps for Exploratory Data Analysis, Proceedings of International Neural Networks Conference (INNC), pp.305-308, 1990. ,
Multivariate regression ? Section 10.1, Introduction, Methods of Multivariate Analysis, Wiley Series in Probability and Statistics, p.19, 2012. ,
Learning Internal Representations by Error Propagation McClelland, and the PDP research group, Parallel distributed processing: Explorations in the microstructure of cognition, 1986. ,
A study of cross-validation and bootstrap for accuracy estimation and model selection, Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, pp.1137-1143, 1995. ,