From Association Analysis to Causal Discovery

Causality: models, reasoning, and inference

Causality: models, reasoning, and inference

A Simple Constraint-Based Algorithm for Efficiently Mining Observational Databases for Causal Relationships

Data Mining and Knowledge Discovery

Scalable Techniques for Mining Causal Structures

Data Mining and Knowledge Discovery

Selecting the right objective measure for association analysis

Information Systems - Knowledge discovery and data mining (KDD 2002)

Discovering significant patterns

Machine Learning

Layered critical values: a powerful direct-adjustment approach to discovering significant patterns

Machine Learning

Introduction to Causal Inference

The Journal of Machine Learning Research

Data Mining: Concepts and Techniques

Data Mining: Concepts and Techniques

Controlling false positives in association rule mining

Proceedings of the VLDB Endowment

Discovery of Causal Rules Using Partial Association

ICDM '12 Proceedings of the 2012 IEEE 12th International Conference on Data Mining