Brent Crude Oil Price Forecast Utilizing Deep Neural Network Architectures

Table 1

Comparison of research tools conducted in previous years in the field of price forecasting.

No.		Nonlinear time series	Linear time series	IO-nonlinear model	IO-linear model	Deep learning	MLP NN	Oil	Gold
1	Azadeh et al. [25]
2	Li [34]
3	Kristjanpoller and Minutolo [31]
4	Lin [22]
5	Mensi et al. [23]
6	Arévalo et al. [24]
7	Safari and Davallou [26]
8	Chen et al. [16]
9	Gupta and Pandey [13]
10	Yang [29]
11	Ding [27]
12	Huang and Wang [28]
13	Hiransha et al. [11]
14	Alameer et al. [30]
15	Salvi et al. [15]
16	Güleryüz and Özden [14]
17	Wu et al. [35]
18	Moitra et al. [17]