LDA classifier monitoring in distributed streaming systems

Keyphrases

• Classification Model 100%
• Distributed Settings 100%
• Misclassification 100%
• Monitoring Algorithm 100%
• Linear Discriminant Analysis 100%
• Distributed Streaming Systems 100%
• Popular 50%
• Order of Magnitude 50%
• Multivariate Analysis 50%
• Training Model 50%
• Dimensionality Reduction 50%
• Dynamic Model 50%
• Synthetic Data 50%
• Change Detection 50%
• Hereafter 50%
• Global Model 50%
• Linear Algebra 50%
• Distributed Optimization 50%
• Distributed Dynamics 50%
• Change Type 50%
• Communication-efficient Algorithm 50%
• Real System 50%
• Communication Volume 50%
• Temporal Data 50%
• Data Stream Mining 50%
• Dynamic Data Stream 50%

Computer Science

• Data Stream 100%
• Classification Models 100%
• Streaming System 100%
• Linear Discriminant Analysis 100%
• Optimization Problem 50%
• Efficient Algorithm 50%
• Synthetic Data 50%
• Training Model 50%
• Underlying Data 50%
• Distributed Optimization 50%
• Dimensionality Reduction 50%
• Temporal Data 50%

Mathematics

• Discriminant Analysis 100%
• Minimizes 50%
• Dynamic Models 50%
• Dimensionality Reduction 50%
• Multivariate Analysis 50%
• Linear Algebra 50%
• Distributed Data 50%
• Synthetic Data 50%
• Real System 50%
• Data Mining 50%