| KSE |
Karachi stock exchange |
| NSE |
National stock exchange of India |
| NYSE |
New York stock exchange |
| LSE |
London stock exchange |
| NASDAQ |
National association of securities dealers automated quotations |
| SSE |
Shanghai stock exchange |
| GSE |
German stock exchange |
| TSE |
Tokyo stock exchange |
| ISE |
Istanbul stock exchange |
| CSE |
Colombo stock exchange |
| NGX |
Nigerian exchange |
| MOEX |
Moscow exchange |
| B3 |
Brazil stock exchange |
| HKEX |
Hong kong exchanges |
| SLP |
Single layer perceptron |
| MLP |
Multi layer perceptron |
| RBF |
Radial basis function |
| SVM |
Support vector machine |
| PR |
Polynomial regression |
| LR |
Linear regression |
| RF |
Random forest |
| KNN |
K-nearest neighbor |
| RNN |
Recurrent neural network |
| LSTM |
Long short-term memory |
| CNN |
Convolutional neural netwotk |
| ANN |
Artificial neural network |
| ET |
Extra tree |
| GBM |
Gradient boosting classifier |
| ARIMA |
Auto-regressive integrated moving average |
| 3MMA |
Three month moving average |
| SGD |
Stochastic gradient descent |
| DT |
Decision tree |
| ES |
Exponential smoothing |
| ExtRa |
Extremely randomized trees |
| PLS |
Partial least square |
| NB |
Naïve Bayes |
| SMO |
Sequential minimal optimization |
| GAM |
Generalized additive model |
| GA |
Generic algorithm |
| FA |
Fuzzy algorithms |
| DNN |
Dense neural network |
| RA |
Regression algorithms |
| HA |
Hybrid approaches |
| SOM |
Self-organising maps |
| SVR |
Support vector regression |
| MCS |
Monte Carlo simulation |
| CART |
Classification and regression trees |
| GP |
Gaussian processes |
| BSM |
Black Scholes model |
| GRNN |
Generalized regression neural network |
| BPNN |
Back propagation neural network |
| HMM |
Hidden Markov model |
| EMD |
Empirical mode decomposition |
| ANFIS |
Adaptive neuro-fuzzy inference system |
| GGAP |
General growing and pruning |
| CSWNN |
Cuckoo search wavelet neural network |
| WNN |
Wavelet neural network |
| NISI |
New investor sentiment index |
| SENN |
Stockensemble-based neural network |
| GC-CNN |
Graph convolutional neural network |
| AD-GAT |
Attribute-driven graph attention network |
| AA |
Auditory algorithm |
| FNN |
Feed forward neural network |
| SDE |
Stochastic differential equations |
| GBM |
Geometric Brownian motion |
| LS-FR |
Random forest using LSBoost |
