New hybrid statistical method and machine learning for PM10 prediction

• Main Authors: Suhartono, Suhartono, Prabowo, H., Prastyo, D. D., Lee, M. H.
• Format: Conference or Workshop Item
• Published: 2019
• Subjects: QA Mathematics
• Online Access: http://eprints.utm.my/id/eprint/92671/; http://dx.doi.org/10.1007/978-981-15-0399-3_12
• Institution: Universiti Teknologi Malaysia

The objective of this research is to propose new hybrid model by combining Time Series Regression (TSR) as statistical method and Feedforward Neural Network (FFNN) or Long Short-Term Memory (LSTM) as machine learning for PM10 prediction at three SUF stations in Surabaya City, Indonesia. TSR as an in...