Dimensional Feature Reduction for Detecting Botnet Activities

Computer Science

• Botnet Activity 100%
• Botnet Detection 25%
• Botnets 25%
• Classification Stage 25%
• Component Analysis 25%
• Computer Network 25%
• Data Preprocessing 25%
• Decision Trees 25%
• Dimensional Feature 100%
• Dimensional Reduction 50%
• Feature Extraction 100%
• Feature Reduction 100%
• Independent Component Analysis 25%
• k-Nearest Neighbors Algorithm 50%
• Logistic Regression 25%
• Machine Learning Algorithm 50%
• Network Security 50%
• Principal Components 25%
• Random Decision Forest 25%
• Singular Value 25%

Engineering

• Component Analysis 25%
• Data Preprocessing 25%
• Engineering 25%
• Feature Extraction 100%
• Independent Component Analysis 25%
• Machine Learning Algorithm 50%
• Principal Components 25%
• Random Forest 25%
• Reliable Performance 25%
• Singular Value Decomposition 25%