A Classification Algorithm Based on Data Clustering and Data Reduction for Intrusion Detection System over Big Data.
Qiuhua WangXiaoqin OuyangJiacheng ZhanPublished in: KSII Trans. Internet Inf. Syst. (2019)
Keyphrases
- data reduction
- classification algorithm
- big data
- data clustering
- intrusion detection system
- classification rules
- clustering algorithm
- data analysis
- intrusion detection
- knowledge discovery
- cluster analysis
- anomaly detection
- data compression
- k means
- unsupervised learning
- knn
- training set
- data processing
- k nearest neighbor
- business intelligence
- data mining techniques
- data mining
- support vector machine
- data management
- class labels
- classification accuracy
- learning algorithm
- naive bayes
- computer systems
- preprocessing
- social media
- cloud computing
- training data
- feature selection
- model selection
- concept drift
- databases
- pairwise
- text mining
- object recognition
- database