Comparative Analysis of ARIMA, Deep Learning, and Lasso Regression Models for Time Series Forecasting: Assessing Accuracy, Robustness, and Computational Efficiency.
Sanjay KumarMeenakshi SrivastavaVijay PrakashPublished in: AISD (2023)
Keyphrases
- computational efficiency
- comparative analysis
- regression model
- deep learning
- generalized linear models
- model selection
- computationally efficient
- unsupervised learning
- artificial neural networks
- arima model
- numerical stability
- computational complexity
- unsupervised feature learning
- regression analysis
- semi quantitative
- prediction model
- machine learning
- linear model
- feature selection
- regression methods
- short term
- mental models
- least squares
- multiscale
- multivariate regression
- linear regression
- cross validation
- explanatory variables
- pattern recognition
- image segmentation