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Table 2 Rule based studies
| Reference | Type of rules | Info. required | Generated features | Method |
|---|---|---|---|---|
| Edinger et al. [14] | E | Flat | NS | R |
| Ni et al. [40] | E | Flat | NS | H |
| Phuong and Chau [42] | E | Flat | NS | R |
| Singh et al. [52] | E | Flat | NS | R |
| Wang et al. [60] | E | Flat | NS | R |
| Apostolova et al. [1] | R | Flat | F | H |
| Chen et al. [5], Dai et al. [7] | R | Flat | F | H |
| Hsu et al. [18] | R | Flat | F | R |
| Kropf et al. [25] | R | Flat | NS | R |
| Lin et al. [30] | R | Flat | NS | R |
| Melton et al. [35] | R | Flat | F | R |
| Meystre and Haug [36] | R | Flat | F | R |
| Rubin and Desser [45] | R | Flat | NS | R |
| Sadoughi et al. [46] | R | Flat | F | H |
| Schadow and McDonald [49] | R | Flat | NS | R |
| Schuemie et al. [50] | R | Do not require | F | R |
| Taira et al. [55] | R | Flat | F | R |
| Ganesan and Subotin [16] | E,R | Flat | F | H |
| Jancsary et al. [20] | E,R | Dictionary | NS | H |
| Lee and Choi [27] | P | Hierarchy | NS | R |
| Tran et al. [58] | P | Hierarchy | F,C | R |
| Suominen et al. [54] | R,P | Flat | F,C | R |
| Cho et al. [6] | E,R,P | Flat | F,H | H |
| Denny et al. [9] | E,R,P | Hierarchy | F,H | R |
| Denny et al. [11] | E,R,P | Hierarchy | F,H | R |
| Doan et al. [12] | E,R,P | Hierarchy | F,H | R |
| Mehrabi et al. [34] | E,R,P | Hierarchy | F,H | R |
| Shivade et al. [51] | E,R,P | Flat | F,C | R |
| Xu et al. [65] | E,R,P | Hierarchy | F,H | R |
