Emerging trends in business analytics Page 1 COMMUNICATIONS OF THE ACM August
2002/Vol. 45, No. 8 45 he field of business analytics has improved significantly over the past …

In this paper, we propose a new visualization approach based on a Sensitivity Analysis (SA)
to extract human understandable knowledge from supervised learning black box data …

This paper reviews methods for evaluating and analyzing the understandability of
classification models in the context of data mining. The motivation for this study is the fact …

In the last several years, large OLAP databases have become common in a variety of
applications such as corporate data warehouses and scientific computing. To support …

Data mining has great potential in extracting useful knowledge from large amount of
temporal data for dynamic decision-making. Moreover, integrating visualization in data …

The visual senses for humans have a unique status, offering a very broadband channel for
information flow. Visual approaches to analysis and mining attempt to take advantage of our …

One of the key advantages of visual analytics is its capability to leverage both humans's
visual perception and the power of computing. A big obstacle in integrating machine …

We present in this chapter a new 3D interactive method for visualizing multimedia data with
virtual reality named VRMiner. We consider that an expert in a specific domain has collected …

Background A wealth of information on clinical trials has been provided by publicly
accessible online registries. Information technology and data exchange standards enable …

La exploración de un modelo de Minería de Datos (MD), mediante el uso de técnicas de
representación visual apropiadas y mecanismos de interacción integrados, presentan …