This paper proposed a new algorithm for mining CARs using a tree structure. Each node in the tree contained some information for fast computation of the ...
Oct 22, 2024 · ... CAR-Miner is an improved algorithm of ECR-CARM algorithm developed by Nguyen et al in 2013 [6] . CAR-Miner mines class association rules ...
CAR-Miner: An Efficient Algorithm for Mining. Class-association Rules. Abstract. Building a high accuracy classifier for classification is a problem in real.
Aug 16, 2015 · The algorithm can efficiently mine CARs using the proposed MECR-tree structure. Various interestingness measures can be integrated together ...
This paper proposes an effective method for integrat- ing constraints that express the presence of user-defined items into the class-association rule mining ...
The integration is done by focusing on mining a special subset of association rules called Class Association rules (CAR).This project paper proposes a Neural ...
The proposed framework focuses on incremental data which is used in most of the real time applications and makes use of Incremental Constraint Class ...
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An efficient algorithm for mining class-association rules based on the MECR-tree and theorems has been proposed. Our proposal algorithm is always faster than ...
In 2013, an efficient algorithm for mining class association rules, named CAR-Miner, has been proposed. It, however, still consumes much memory in storing ...
Final, an efficient algorithm for mining CARs with item constraints is proposed. Experiments show that the proposed algorithm outperforms the post-processing ...