Distributed Local Outlier Detection in Big Data.
Yizhou YanLei CaoCaitlin KuhlmanElke A. RundensteinerPublished in: KDD (2017)
Keyphrases
- outlier detection
- big data
- knowledge discovery
- data intensive
- cloud computing
- commodity hardware
- fraud detection
- big data analytics
- data management
- data analysis
- detection algorithm
- density ratio estimation
- detecting outliers
- business intelligence
- social media
- density estimation
- data processing
- high dimensional datasets
- distance based outlier detection
- data streams
- detect outliers
- vast amounts of data
- data warehousing
- data science
- credit card fraud detection
- data mining
- distributed environment
- data analytics
- data driven decision making
- massive datasets
- object oriented
- information systems
- outlier mining
- text mining
- association rules
- case study