Table 1.
Financial analysis of the studied countries.
Fig 1.
The general architecture of the proposed prediction model.
Table 2.
Sample of the dataset.
Table 3.
Categories of the dataset.
Fig 2.
European green finance growth.
Fig 3.
Asian green finance growth.
Fig 4.
Various countries’ green finance growth.
Fig 5.
(a) Growth in green finance in Europe (b) Growth in green finance in Asia (c) Growth in green finance in Various Countries.
Table 4.
The results of the augmented dickey-fuller test.
Fig 6.
Experiment (1): Data augmentation using CT-GAN.
Fig 7.
Experiment (2) Prediction using NARX-NN.
Fig 8.
Experiment (3): prediction using NAR-NN without data augmentation.
Fig 9.
Experiment (4): Prediction using NAR-NN based CT-GAN data augmentation.
Table 5.
The results the of the all experiments.