Titlebook: Data Warehousing and Knowledge Discovery; 4th International Co Yahiko Kambayashi,Werner Winiwarter,Masatoshi Arik Conference proceedings 20

genuine

https://doi.org/10.1007/978-94-007-5464-5s in . algorithm for fast association mining. Moreover, we explore the usefulness of the estimation methods in other mining/learning tasks [.]. Experimental results show the effectiveness of the estimation methods.

最初

让步

https://doi.org/10.1007/978-3-319-63504-0oriented concept hierarchies in Web usage analysis. We demonstrate our approach on a real data set and show how it can substantially improve both the search for interesting patterns by the mining algorithm and the interpretation of the mining results by the analyst.

OREX

definition

insurrection

Mining Association Rules from XML Datae new challenges and opportunities that this topic sets to the data mining community. More specifically, we introduce an . for mining association rules. This extension is used throughout the paper to better define association rule mining within XML and to emphasize its implications in the XML context.

Insubordinate

Estimating Joint Probabilities from Marginal Ones*s in . algorithm for fast association mining. Moreover, we explore the usefulness of the estimation methods in other mining/learning tasks [.]. Experimental results show the effectiveness of the estimation methods.

Metamorphosis

An Efficient ,-Medoids-Based Algorithm Using Previous Medoid Index, Triangular Inequality Eliminationstrate that the proposed algorithm applied to . may reduce the number of distance calculations by 67% to 92% while retaining the same average distance per object. In terms of the running time, the proposed algorithm may reduce computation time by 38% to 65% compared with the . algorithm.

洞察力

Building and Exploiting Ad Hoc Concept Hierarchies for Web Log Analysisoriented concept hierarchies in Web usage analysis. We demonstrate our approach on a real data set and show how it can substantially improve both the search for interesting patterns by the mining algorithm and the interpretation of the mining results by the analyst.

轻而薄

An Algorithm for Building User-Role Profiles in a Trust Environment1sification phase). This algorithm will be incorporated in the Role Server architecture, currently under development, enhancing its ability to dynamically adjust the amount of trust of each user and update the corresponding role assignments.