Large-Scale Industrial Alarm Reduction and Critical Events Mining Using Graph Analytics on Spark.
Sam Ade JacobsAldo DagninoPublished in: BigDataService (2016)
Keyphrases
- data mining
- graph data
- data analytics
- event sequences
- graph patterns
- event detection
- quasi cliques
- directed graph
- subgraph mining
- frequent subgraph mining
- pattern mining
- text mining
- real world
- graph databases
- connected components
- sequential patterns
- web mining
- frequent subgraphs
- knowledge discovery
- mining algorithm
- graph theory
- event recognition
- data structure
- massive graphs
- graph theoretic
- graph representation
- web logs
- graph structure
- graph model
- graph mining
- frequent patterns
- itemsets
- business intelligence
- structured data
- frequent itemsets
- association rule mining
- temporal information
- data management
- big data
- graph matching
- random walk
- human activities
- temporal patterns
- case study
- event types
- event streams
- data mining methods
- frequent episodes
- learning analytics