Improvement of Implemented Infrastructure for Streaming Outlier Detection in Big Data with ELK Stack.
Zirije HasaniJakup FondajPublished in: WorldCIST (2) (2018)
Keyphrases
- outlier detection
- big data
- knowledge discovery
- data streams
- detection algorithm
- data management
- data analysis
- data processing
- fraud detection
- high dimensional datasets
- density estimation
- cloud computing
- density ratio estimation
- detect outliers
- credit card fraud detection
- big data analytics
- business intelligence
- social media
- distance based outlier detection
- vast amounts of data
- massive datasets
- detecting outliers
- data warehousing
- data science
- data mining
- outlier mining
- data sets
- commodity hardware
- data analytics
- streaming data
- information systems
- machine learning
- real world
- database
- data driven decision making