A toolkit for extracting comprehensible rules from tree-based algorithms

A fast, two-steps algorithm for the automated discovery and management of declarative business process constraints

An implementation of the TREPAN algorithm in python. TREPAN extracts a decision tree from an ANN using a sampling method.

Approximate Denial Constraints

Rule Extraction from Bayesian Networks

Laravel package for rule extraction from MySQL databases

Extraction​ ​ of​ ​ method​ ​ phrases​ ​ that​ ​ contain​ ​ an​ ​ explicit​ ​ mention​ ​ of​ ​ method​ ​ keyword.Linguistic​ ​ techniques​ ​ as​ ​ well​ ​ as​ ​ Statistical​ ​ methods​ ​ are​ ​ expected​ ​ to​ ​ be​ ​ used. Reference:​​ http://www.aclweb.org/anthology/C12-1074

🍄 Extract logical rules for mushroom edibility: Neural Networks; Genetic Algorithm + Decision Tree

A sequence-analysis based discovery algorithm for declarative business process constraints

Root cause rule extraction from a data set

Interpreting neural networks by reducing nonlinearities during training

AirQ-RuleGrCEx - A Granular Computing-based Algorithm for Air Quality Rule Extraction

Optimising Rule Extraction for Deep Neural Networks. My third year university dissertation project

Extracting finite state machine (Mealy Machine) from Recurrent Neural Networks (Many-to-Many)