Efficient Quality Assessment Technique with Integrated Cluster Validation and Decision Trees

Efficient Quality Assessment Technique with Integrated Cluster Validation and Decision Trees

Efficient Quality Assessment Technique with Integrated Cluster Validation and Decision Trees

Efficient Quality Assessment Technique with Integrated Cluster Validation and Decision Trees

Clustering becomes a key technique in analyzing quality assessment in most of the recent research works. The partitioned clustering techniques used in previous work utilize attributes of

Fuzzy Modeled K-Cluster Quality Mining of Hidden Knowledge for Decision Support

Problem statement: The work presented Fuzzy Modeled K-means Cluster Quality Mining of hidden knowledge for Decision Support. Based on the number of clusters, number of objects in each cluster and its cohesiveness, precision and recall values, the cluster quality metrics is measured. The fuzzy k-means is adapted approach by using heuristic method which iterates the cluster to form an efficient v...

AGELI: An Integrated Platform for the Assessment of National Genetic Evaluation Results by Learning and Informing

We present an integrated platform for preprocessing, analysis, alarm issuing and presentation of national genetic evaluation data based on data-mining. Our goal is the integrated qualitative description of national genetic evaluation results, concerning three milk yield traits that constitute a critical issue in the range of services provided by Interbull. Although the standard method for quali...