Optimization frameworks for machine learning: Examples and case study.
Joachim GiesenSören LaueMatthias MitterreiterPublished in: it Inf. Technol. (2020)
Keyphrases
- machine learning
- case study
- optimization process
- pattern recognition
- global optimization
- machine learning methods
- optimization algorithm
- optimization problems
- knowledge acquisition
- computer science
- machine learning algorithms
- discrete optimization
- data analysis
- training examples
- data sets
- text classification
- optimization approaches
- computational intelligence
- decision trees
- feature selection
- computer vision
- artificial intelligence
- learning algorithm
- information extraction
- multi objective
- optimal solution
- objective function
- database systems
- learning problems
- learning models
- machine learning approaches