Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets

Computer Science

• Analytics Solution 10%
• Application 10%
• Benchmark 10%
• Big Data 10%
• Computational Cost 10%
• Computational Efficiency 10%
• Data Distribution 10%
• Data Preprocessing 10%
• Data Representation 10%
• Experimental Result 10%
• Generalization Performance 10%
• Large Data Set 30%
• Least Squares Methods 40%
• Primal Solution 10%
• Representation 10%
• Solution Space 10%
• Support Vector Machine 40%
• Support Vector Machine 10%

Physics

• Approximation 10%
• Big Data 10%
• Knowledge 10%
• Learning 10%
• Machine Learning 10%
• Output 10%
• Quantization 100%
• Shrinkage 10%
• Utilization 10%