This paper presents a Provenance‐based what‐if analysis approach (PBWA) for data
mining processes, so decision makers can examine the latest mining result under …

连续属性分区是数值型关联分析的核心问题与难点, 为此提出“先粗略分区并进行关联分析,
然后用户自由探索关联规则并给出分区建议, 进而根据建议进一步分区” 的迭代分区方法 …

As a key technique in data mining, classification algorithm was received extensive attention.
Through an experiment of classification algorithm in UCI data set, we gave a comparison …

Aiming at the limitations of the existing association rules visualization mining method in
dealing with the limitations of the frequent multi-feature data and the frequent patterns …

Continuous attribute partitioning is the core problem and difficulty of numerical association
analysis. For this reason, an iterative partitioning method of “first rough partitioning and …

Mining association rules in the database is one of important study in data mining research.
Traditional association rules consist of some redundant information, and need scan …

Considering the problems resulting from the traditional recommended approaches which
are powerless to address the well-known cold-start and data sparseness, and the fact that …