Knowledge Graph Empowered Machine Learning Pipelines for Improved Efficiency, Reusability, and Explainability.
Revathy VenkataramananAalap TripathyMartin FoltinHong Yung YipAnnmary JustineAmit P. ShethPublished in: IEEE Internet Comput. (2023)
Keyphrases
- machine learning
- knowledge acquisition
- knowledge representation
- learning systems
- knowledge management
- machine learning algorithms
- knowledge base
- learning algorithm
- artificial intelligence
- knowledge discovery
- computational complexity
- expert systems
- domain knowledge
- pattern recognition
- decision trees
- feature selection
- graph theory
- random walk
- directed graph
- e learning
- bipartite graph
- big data
- knowledge sources
- weighted graph
- connected components
- background knowledge
- design process
- knowledge based systems
- computer vision
- data mining techniques
- data mining
- prior knowledge