Mining Local Staircase Patterns in Noisy Data.
Thanh Le VanAna Carolina FierroTias GunsMatthijs van LeeuwenSiegfried NijssenLuc De RaedtKathleen MarchalPublished in: ICDM Workshops (2012)
Keyphrases
- noisy data
- pattern mining
- frequent patterns
- emerging patterns
- interesting patterns
- pattern discovery
- sequential patterns
- data mining techniques
- sequential pattern mining
- mining patterns
- missing data
- mining frequent
- noise free
- periodic patterns
- frequent pattern mining
- mining algorithm
- noise tolerant
- data mining
- closed patterns
- intrinsic dimensionality
- high dimensional
- association patterns
- input data
- knowledge discovery
- noisy data streams
- concept drifting
- database
- discovering interesting
- training data
- graph patterns
- web logs
- association rule mining
- missing values
- itemsets
- decision trees
- non stationary
- frequent itemsets
- learning from noisy data
- high dimensionality