Open Access
Table 2.
Requirements and degree of fulfillment for 4 different developmental stages and methods
| Requirements | xAI, deterministic NN | DL, without xAI | DL, beginnings of xAI | Rule-based algorithm |
|---|---|---|---|---|
| Explanation | 1.0 | 0.0 | 0.4 | 1.0 |
| Deterministic | 1.0 | 0.0 | 0.0 | 1.0 |
| Statistics (probabilistic) | 0.0 | 0.8 | 0.4 | 0.0 |
| High complexity | 0.0 | 0.8 | 0.8 | 0.0 |
| Constant behavior | 1.0 | 0.8 | 0.4 | 1.0 |
| Hazard and risk analysis | 0.0 | 0.0 | 0.1 | 1.0 |
| Coding standards | 0.8 | 0.0 | 0.7 | 1.0 |
| No external access | 1.0 | 1.0 | 1.0 | 1.0 |
| Not accessible for modification by user | 1.0 | 0.0 | 1.0 | 1.0 |
| Diagnosis application | 1.0 | 0.0 | 1.0 | 0.0 |
| Diverse | 1.0 | 0.0 | 1.0 | 1.0 |
| Architecture (whole system) | 3.0 | 3.0 | 3.0 | 2.0 |
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.