For this reason, Whewell referred to moral rules as "principles of reason" and described the discovery of these rules as an activity of reason (see 1864, 23 4).
The discovery of association rules with various constraint types (the two-side union contained in a constraint, the intersection of a rule side with a constraint is not empty, the left-handed and right-handed sides contain two constraints, respectively) is considered in [6, 9, 22].
The present paper focuses on the discovery of association rules in which the left-handed and right-handed sides contain in two user-supplied maximum single constraints.
We validate the feasibility of our proposal based on a proof of concept prototype that automatically parses existing firewall configuration files and handles the discovery of flawed rules according to our approach.
Recently, a number of data repositories such as the Materials Project [42], Khazana [43], the Harvard Organic Photovoltaic Dataset [44], and the Open Spectral Database [45] have emerged that facilitate the discovery of qualitative/quantitative rules, which can be used to guide materials design.
One of challenges in contemporary protein research is the discovery of generic rules and interaction patterns from the growing body of structurally characterized protein ligand complexes.
Indeed, the discovery of the rules governing network evolution may shed light on the dynamics of the evolutionary processes driven by selection.
All of these algorithms require the application of a complex procedure to the trained SVM or ANN to extract the rules, while in the case of the logic minimization method proposed in the present study, the creation of the classification system and the discovery of the rules describing the dataset are the same, without the need to implement additional steps (see Figure 1).
Our classifier is based on the discovery of relational association rules for predicting whether a software module is or it is not defective.
These changes strongly correlated with the discovery of the structural rules embedded in the words.
