Ensemble of evolving optimal granular experts, OWA aggregation, and time series prediction

Mathematics

• Time Series Prediction 100%
• Aggregation 64%
• Ensemble 63%
• Averaging 61%
• Aggregation Function 55%
• Online Learning 33%
• Data Streams 30%
• Weather 29%
• Forecast 25%
• Model 21%
• Time series 19%
• Wind Speed 17%
• Humidity 17%
• Sliding Window 16%
• Fuzzy Rules 15%
• Non-stationary Time Series 15%
• Multi-objective Optimization 13%
• Specificity 12%
• Extreme Values 11%
• Quadratic Programming 11%
• Coverage 10%
• Outlier 10%
• Relevance 10%
• Compactness 9%
• Objective function 8%
• Prediction 8%
• Evaluation 7%
• Modeling 6%
• Framework 6%

Business & Economics

• Online Learning 58%
• Prediction 52%
• Data Streams 44%
• System Model 33%
• Weather 32%
• Sliding Window 24%
• Humidity 24%
• Non-stationary Time Series 22%
• Compactness 22%
• Arithmetic Mean 22%
• Outliers 21%
• Quadratic Programming 20%
• Individual Model 20%
• Extreme Values 19%
• Multi-objective Optimization 19%
• Information Model 18%
• Rule-based 17%
• Specificity 15%
• Median 15%
• Temperature 15%
• Objective Function 14%
• Air 13%
• Modeling 9%
• Evaluation 8%

Engineering & Materials Science

• Agglomeration 55%
• Time series 55%
• Learning systems 21%
• Data streams 21%
• Density (specific gravity) 13%
• Quadratic programming 11%
• Fuzzy rules 11%
• Multiobjective optimization 10%
• Atmospheric humidity 9%
• Air 5%
• Temperature 4%