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A Principal Component Analysis-Boosted Dynamic Gaussian Mixture Clustering Model for Ignition Factors of Brazil's Rainforests

Maofa Wang, Guangda Gao, Hongliang Huang, Ali Asghar Heidari, Qian Zhang, Huiling Chen, Weiyu Tang
2021 IEEE Access  
INDEX TERMS Forest fire, ignition factor, PCA-DGM, principal component analysis, Gaussian mixture.  ...  Therefore, in the present paper, based on a new strategy of selecting and updating the parameters in the GMM, a new hybrid clustering model called Principal Component Analysis-boosted Dynamic Gaussian  ...  Next, a clustering model called Principal components analysis-boosted Dynamic Gaussian mixture clustering model (PCA-DGM) was proposed, which is the above principal component data after dimension reduction  ... 
doi:10.1109/access.2021.3122112 fatcat:3fkjt3ser5hztg2awiasljl5ie