A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems.
Dominik BraunTimo MüllerNada SahlabNasser JazdiWolfgang SchlöglMichael WeyrichPublished in: CoRR (2022)
Keyphrases
- pattern mining
- manufacturing systems
- knowledge representation
- mining algorithm
- manufacturing environment
- manufacturing processes
- frequent pattern mining
- pattern discovery
- sequential patterns
- graph mining
- data mining
- petri net
- complex systems
- itemsets
- sequential pattern mining
- multi relational
- interesting patterns
- subgroup discovery
- holonic manufacturing systems
- shop floor
- discovering frequent
- data mining techniques
- manufacturing cell
- semantic web
- knowledge base
- frequent patterns
- itemset mining
- manufacturing process
- mining frequent
- frequent itemset mining
- graph model
- machine learning
- data sets
- graph theoretic
- periodic patterns
- semi supervised
- pattern growth
- graph patterns
- search space
- logic programming
- relational data
- domain driven