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Results for Particulate matter; Total 3

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

Citation

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


Title

Comparative Analysis of different Statistical Methods for Prediction of PM2.5 and PM10 Concentrations in Advance for Several Hours

Author

Sharjil Saeed, Lal Hussain, Imtiaz Ahmed Awan, Adnan Idris

Citation

Vol. 17  No. 11  pp. 45-52

Keywords

Atmospheric particulate matter, forecasting, PM2.5, Machine Learning, Support Vector Regressor


Title

Features Extraction Techniques and Support Vector Classifier for Air Particulate Matters Levels Classification

Author

Rayan Awni Matloob, Mohammed Ahmed Shakir

Citation

Vol. 26  No. 5  pp. 106-116

Keywords

Air quality, particulate matter (PM2.5), Image Classification, principal component analysis (PCA), wavelet transform, support vector classifier (SVC).


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