Incremental Search Space Construction for Machine Learning Pipeline Synthesis.
Marc-André ZöllerTien-Dung NguyenMarco F. HuberPublished in: IDA (2021)
Keyphrases
- machine learning
- search space
- controller synthesis
- pattern recognition
- incremental learning
- knowledge representation
- search algorithm
- feature selection
- computer vision
- data mining
- decision trees
- optimal solution
- artificial intelligence
- machine learning methods
- machine learning algorithms
- supervised machine learning
- global optimum
- search strategy
- machine learning approaches
- heuristic search
- construction process
- data sets
- data driven
- support vector machine
- knowledge discovery
- active learning
- prune the search space
- explanation based learning
- incremental clustering
- computational biology
- incremental version
- text classification
- solution space
- inductive logic programming
- statistical methods
- fitness function
- genetic programming
- text mining
- natural language processing
- data analysis
- computer science
- neural network