A case study comparing machine learning with statistical methods for time series forecasting: size matters.
Vítor CerqueiraLuís TorgoCarlos SoaresPublished in: J. Intell. Inf. Syst. (2022)
Keyphrases
- statistical methods
- machine learning
- statistical analysis
- machine learning methods
- computational methods
- statistical analyses
- statistical approaches
- biological data
- artificial neural networks
- statistical tests
- computational complexity
- probability density function
- case study
- statistical models
- test bed
- information retrieval
- neuro fuzzy
- learning algorithm
- databases
- genetic algorithm
- risk factors
- explanation based learning
- statistical inference
- computer vision
- statistically significant
- machine learning algorithms
- feature selection
- data mining techniques
- supervised learning
- active learning
- data analysis
- pattern recognition