Reusable Big Data System for Industrial Data Mining - A Case Study on Anomaly Detection in Chemical Plants.
Reuben BorrisonBenjamin KlöpperMoncef ChiouaMarcel DixBarbara SprickPublished in: IDEAL (1) (2018)
Keyphrases
- anomaly detection
- big data
- data mining
- intrusion detection
- data science
- data analysis
- knowledge discovery
- data warehousing
- business intelligence
- network intrusion detection
- massive datasets
- cloud computing
- anomalous behavior
- data analytics
- data management
- detecting anomalies
- predictive modeling
- data processing
- big data analytics
- case study
- network anomaly detection
- intrusion detection system
- network traffic
- unstructured data
- one class support vector machines
- data warehouse
- social media
- data mining applications
- negative selection algorithm
- cumulative sum
- data mining methods
- database systems
- databases
- association rules
- detect anomalies
- decision support
- text mining
- machine learning
- query processing
- unsupervised learning
- data mining techniques