Analyst intuition inspired high velocity big data analysis using PCA ranked fuzzy k-means clustering with multi-layer perceptron (MLP) to obviate cyber security risk.
T. T. TeohYue ZhangY. Y. NguwiYuval EloviciW. L. NgPublished in: ICNC-FSKD (2017)
Keyphrases
- multi layer perceptron
- data analysis
- neural network
- security risks
- artificial neural networks
- radial basis function
- principal component analysis
- neural network model
- k means
- fuzzy sets
- support vector machine
- neuro fuzzy
- mlp neural networks
- fuzzy logic
- fuzzy rules
- feature space
- activation function
- knowledge discovery
- clustering algorithm
- fuzzy neural network
- machine learning
- artificial neural network models
- data processing
- data mining
- feature extraction
- recurrent neural networks
- dimensionality reduction
- rough sets
- small number
- feature vectors
- feedforward neural networks
- security threats
- face recognition
- decision trees