Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks

Mathematics

• Community Detection 100%
• Back Propagation 99%
• Particle Swarm Optimization 94%
• Complex Networks 78%
• Learning 59%
• Graphics Processing Unit 31%
• Hybrid Optimization 16%
• Parallel Optimization 15%
• Distributed Environment 15%
• Local Optimization 13%
• Unit 12%
• Execution Time 12%
• Space Complexity 11%
• Optimization Algorithm 10%
• Time Complexity 9%
• Optimise 9%
• Community 9%
• Partitioning 9%
• Benchmark 9%
• Divides 9%
• Objective function 7%
• Verify 7%
• Optimization 7%
• Range of data 5%

Business & Economics

• Deep Learning 90%
• Back Propagation 89%
• Particle Swarm Optimization 84%
• Complex Networks 75%
• Partitioning 11%
• Objective Function 8%
• Benchmark 7%
• Integrated 5%

Engineering & Materials Science

• Complex networks 67%
• Backpropagation 61%
• Deep learning 58%
• Particle swarm optimization (PSO) 54%
• Graphics processing unit 17%
• Program processors 15%
• Set theory 12%