Business forecasting | ANFIS and other fuzzy inference systems |
Demographic forecasting | Fuzzy functions approaches |
Energy forecasting | Fuzzy regression techniques |
Environmental forecasting | Fuzzy arithmetic based methods |
Financial forecasting | Fuzzy time series (FTS) forecasting models |
Legal and judgement forecasting | Clustering based FTS forecasting models |
Political forecasting | Artificial intelligence optimization based FTS forecasting models |
Technological forecasting | Artificial neural networks based FTS forecasting models Artificial Neural Networks (ANNs) |
The probabilistic and conventional methods | Feed forward ANNs |
ARIMA and related models | Recurrent ANNs |
ARCH and related models | Different neuron models based ANNs |
Nonlinear time series forecasting models | High order ANNs |
Threshold methods | Robust learning algorithms based ANNs |
Bilinear methods | Hybrid Models using computational and probabilistic models |
Bayesian forecasting models | Forecast combination based forecasting methods |
Filters and smoothing methods | Ensemble techniques based forecasting methods |
Time series regression | Bootstrap aggregation and other resampling based forecasting methods |