Using smartphone app use and lagged-ensemble machine learning for the prediction of work fatigue and boredom.
Damien LekkasGeorge D. PriceNicholas C. JacobsonPublished in: Comput. Hum. Behav. (2022)
Keyphrases
- machine learning
- mobile applications
- neural network ensemble
- prediction accuracy
- learning algorithm
- prediction algorithm
- machine learning methods
- computer vision
- random forest
- ensemble methods
- predictive modeling
- learning tasks
- information extraction
- machine learning algorithms
- feature selection
- neural network
- random forests
- text mining
- mobile devices
- text classification
- training data
- data analysis
- prediction error
- training set
- active learning
- prediction model
- knowledge discovery
- learning systems
- inductive logic programming
- statistical methods
- support vector machine
- natural language processing
- ensemble learning
- semi supervised learning
- regression problems
- ensemble classifier
- classifier ensemble
- pattern recognition
- computational intelligence
- protein secondary structure prediction
- decision trees