River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT.
Salim HeddamKhaled MerabetSalah DifiSungwon KimMariusz PtakMariusz SojkaMohammad Zounemat-KermaniÖzgür KisiPublished in: Ecol. Informatics (2023)
Keyphrases
- relative humidity
- machine learning
- air temperature
- water quality
- meteorological data
- solar radiation
- prediction accuracy
- wind speed
- water level
- measured data
- wavelet packet
- dissolved oxygen
- non stationary
- data mining
- signal processing
- pattern recognition
- information extraction
- text mining
- prediction algorithm
- data analysis
- learning systems
- machine learning methods
- prediction model
- support vector machine
- multiresolution
- natural environment
- surface temperature
- prediction error
- high frequency
- machine learning algorithms
- text classification
- natural language processing
- feature selection
- neural network
- learning algorithm
- transient response
- flood control
- original signal
- explanation based learning
- frequency domain
- supervised learning
- reinforcement learning
- computer vision