L. Breiman, Random Forests, Machine Learning, vol.45, issue.1, pp.5-32, 2001.
DOI : 10.1023/A:1010933404324

L. Breiman and A. Cutler, Random Forests, 2005.

A. Buja, T. J. Hastie, and R. J. Tibshirani, Linear Smoothers and Additive Models, Linear smoothers and additive models, pp.453-510, 1989.
DOI : 10.1214/aos/1176347115
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.143.1113

M. Chavent, H. Guégan, V. Kuentz, B. Patouille, and J. Saracco, Apportionment of air pollution by source at a French urban site, Case Studies in Business, Industry and Government Statistics (CSBIGS), vol.1, issue.2, pp.119-129, 2007.

R. Genuer, J. Poggi, and C. Tuleau, Random Forests: some methodological insights, pp.1-38, 2008.
URL : https://hal.archives-ouvertes.fr/inria-00340725

B. Gruen and F. Leisch, Fitting finite mixtures of generalized linear regressions in R, Computational Statistics & Data Analysis, vol.51, issue.11, pp.51-5247, 2007.
DOI : 10.1016/j.csda.2006.08.014

T. Hastie, R. Tibshirani, and J. H. Friedman, The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2001.

R. J. Hathaway and J. C. Bezdek, Switching regression models and fuzzy clustering, IEEE Transactions on Fuzzy Systems, vol.1, issue.3, pp.195-203, 1993.
DOI : 10.1109/91.236552

F. Jollois, J. Poggi, and B. Portier, Three non-linear statistical methods to analyze PM 10 pollution in Rouen area, 41 pages, 2008.

F. Karaca, O. Alagha, and F. Erturk, Statistical characterization of atmospheric PM10 and PM2.5 concentrations at a non-impacted suburban site of Istanbul, Turkey, Chemosphere, vol.59, issue.8, pp.1183-1190, 2005.
DOI : 10.1016/j.chemosphere.2004.11.062

G. Mclachlan, D. Peel, P. Salvador, B. Artinano, D. G. Alonso et al., Finite Mixture Models, Probability and Statistics [18] Identification and characterisation of sources of PM10 in Madrid (Spain) by statistical methods, pp.435-447, 2004.
DOI : 10.1002/0471721182

S. Smith, F. T. Stribley, P. Milligan, and B. Barratt, Factors influencing measurements of PM10 during 1995???1997 in London, Atmospheric Environment, vol.35, issue.27, pp.4651-4662, 2001.
DOI : 10.1016/S1352-2310(01)00117-0

S. N. Wood, Generalized Additive Models: An Introduction with R, 2006.