Table 2. Stock market prediction using neural networks.
| Authors | Scope | Input features | Feature extraction | Prediction algorithm |
|---|---|---|---|---|
| Olivier (2007) | Global | Price data | Normalization | ANN |
| Honghai & Haifei (2012) | SSE | Price data | Decomposed intrinsic mode functions (IMFs) | Combined SVM and EMD |
| White (1988) | IBM common stock | Price data | NA | Neural network modelling |
| Quah (2007) | NYSE & NASDAQ | Price data | Technical indicators | MLP/ANFIS & GGAP-RBF |
| Mandziuk & Jaruszewicz (2007) | GSE, NYSE & TSE | Price data | Technical indicators | Neural networks and GA |
| Schierholt & Dagli (1996) | NYSE | Price data | Normalization | Probabilistic neural network (Custom Model) |
| Charkha (2008) | NSE | Price data | Normalization | Feed forward network with back propagation/radial basis network |
| Mizuno et al. (1998) | TSE | Price data | Normalization | Custom neural network model |
| Kara, Acar Boyacioglu & Baykan (2011) | ISE | Price data | Technical indicators | ANN/SVM |
| Zhi et al. (2017) | Global | Price data | NA | CSWNN/WNN |