Software Downloads

(For those programs that are not yet released, if you need the codes for comparison for an upcoming conference/journal submission, please send us an email and we can send you the conference version of our codes. Thank you for your interest in our work.)  

QCoMine: Quantitative Correlated Pattern Mining (Paper under journal review, source codes to be released afterwards)

Related Publications:

• Y. Ke, J. Cheng, and W. Ng. Mining Quantitative Correlated Patterns Using an Information-Theoretic Approach. In Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2006.

MineTCFI: δ-Tolerance Closed Frequent Itemsets Mining

Related Publications:

• J. Cheng, Y. Ke, and W. Ng. δ-Tolerance Closed Frequent Itemsets. In Proceedings of the 6th IEEE International Conference on Data Mining (ICDM), 2006.
• J. Cheng, Y. Ke, and W. Ng. Effective Elimination of Redundant Association Rules. To appear in Data Mining and Knowledge Discovery (DMKD/DAMI), 2007.

GraphGen: A Synthetic Graph Data Generator

Related Publications:

• J. Cheng, Y. Ke, W. Ng, and A. Lu. FG-Index: Towards Verification-Free Query Processing on Graph Databases . To appear in Proceedings of the 26th ACM SIGMOD International Conference on Management of Data (SIGMOD), 2007.

FG-Index: Towards Verification-Free Query Processing on Graph Databases (To be released)

Related Publications:

• J. Cheng, Y. Ke, W. Ng, and A. Lu. FG-Index: Towards Verification-Free Query Processing on Graph Databases . To appear in Proceedings of the 26th ACM SIGMOD International Conference on Management of Data (SIGMOD), 2007.

CGSearch: Correlation Search in Graph Databases (To to be released)

Related Publications:

• Y. Ke, J. Cheng, and W. Ng. Correlation Search in Graph Databases. In Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2007.