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Title
Analyzing the Dynamics of Particulate Matters (PM) using Nonlinear Dynamical Techniques and Predicting the Behavior Based on Robust Regression Models
Author
Sharjil Saeed Adnan Idris, Lal Hussain, Imtiaz Ahmed Awan
Vol. 17 No. 11 pp. 6-19
Keywords
Complex correlation measure, Lyapunov exponent, Particulate matter, Phase space reconstruction, Poincare plot, Gaussian process regression, support vector regression, root mean squared error
Comparative Analysis of different Statistical Methods for Prediction of PM2.5 and PM10 Concentrations in Advance for Several Hours
Sharjil Saeed, Lal Hussain, Imtiaz Ahmed Awan, Adnan Idris
Vol. 17 No. 11 pp. 45-52
Atmospheric particulate matter, forecasting, PM2.5, Machine Learning, Support Vector Regressor