Titlebook: Real World Data Mining Applications; Mahmoud Abou-Nasr,Stefan Lessmann,Gary M. Weiss Book 2015 Springer International Publishing Switzerla

一條卷發(fā)

FLIRT

Multi-label Classification with a Constrained Minimum Cut ModelIn the experiments, we compare the proposed approach with the state-of-the-art multi-label classifier ML-KNN, and the results show that the new approach is efficient in terms of all the popular metrics used to evaluate multi-label classification performance.

Dendritic-Cells

On the Selection of Dimension Reduction Techniques for Scientific Applicationsf a dataset in order to understand the reduced dimension. Using several evaluation strategies, we show how these different methods can provide useful insights into the data. These comparisons enable us to provide guidance to users on the selection of a technique for their dataset.

LAITY

molest

What Data Scientists Can Learn from Historye three historical examples to illustrate this point and ask “What would a ‘typical’ data scientist do?” Finally, we present the actual solutions and their business implications, as well as data mining techniques we could have used to tackle those problems.