Particle Swarm Optimized Federated Learning for Industrial IoT and Smart City Services

Mathematics

• Particle Swarm 100%
• Particle Swarm Optimization 62%
• Learning 52%
• Hyperparameters 36%
• Machine Learning 31%
• Training 30%
• Communication 26%
• Learning Environment 24%
• Telemetry 24%
• Client/server 24%
• Configuration 22%
• Experiment 21%
• Swarm 20%
• Memory Model 20%
• Model 19%
• Privacy 18%
• Search Methods 17%
• Optimal Parameter 17%
• Tuning 17%
• Real-time 16%
• Traffic 16%
• Optimise 15%
• Global Optimization 15%
• Predict 13%
• Prediction 11%
• Evaluate 11%
• Grid 11%
• Optimization 10%
• Demonstrate 8%
• Performance 8%

Physics & Astronomy

• learning 63%
• optimization 38%
• machine learning 29%
• inference 25%
• education 22%
• communication 19%
• privacy 16%
• telemetry 15%
• configurations 12%
• traffic 12%
• grids 9%
• tuning 8%
• predictions 6%
• performance 5%

Engineering & Materials Science

• Industrial internet of things (IIoT) 81%
• Smart city 63%
• Particle swarm optimization (PSO) 29%
• Machine learning 16%
• Long short-term memory 13%
• Telemetering 12%
• Global optimization 12%
• Communication 11%
• Internet of things 9%
• Tuning 9%
• Servers 8%
• Experiments 8%