Boosting computational effectiveness in big spatial flow data analysis with intelligent data reduction

Keyphrases

• Data Reduction 100%
• Flow Data 100%
• Spatial Flow 100%
• Intelligent Data 100%
• Computational Effectiveness 100%
• Head-tail 66%
• Absolute Value 33%
• Best Solution 33%
• Classification Methods 33%
• Evaluation Framework 33%
• Data Reduction Techniques 33%
• Computational Efficiency 33%
• Recent Advancements 33%
• Method Family 33%
• High Performance Computing 33%
• Large Flow 33%
• Distributional Properties 33%
• Cell Phone 33%
• Community Detection 33%
• Network Centrality 33%
• Computational Challenges 33%
• Computing Infrastructure 33%
• PageRank 33%
• Flow Clustering 33%
• Origin-destination Flows 33%
• Centrality Algorithm 33%
• Intercity Travel 33%
• Computational Capability 33%
• Synthetic Flow 33%
• Head Part 33%
• Givens Method 33%
• Travel Flow 33%

Computer Science

• Data Processing 100%
• Data Reduction 100%
• Data-Flow Analysis 100%
• Network Community 33%
• Large Data Set 33%
• Classification Technique 33%
• High-Performance Computing 33%
• Community Detection 33%
• Computing Infrastructure 33%