Elements of an Agile Discovery Environment
暂无分享,去创建一个
Machine learning methods and data mining techniques have proved to be quite helpful in a number of discovery tasks. However, the most popular modern tools in this area do not tend to back the discovery process properly. In this paper we investigate the reasons that prevent modern data mining tools from becoming convenient and productive discovery environments. We come up with principles of an agile discovery environment, i.e. a data mining-driven software designed to support the process of discovery.
[1] Mauro Birattari,et al. Invention vs. Discovery , 2002, Discovery Science.
[2] Patrick Brézillon,et al. Lecture Notes in Artificial Intelligence , 1999 .
[3] Shan-Hwei Nienhuys-Cheng,et al. Foundations of Inductive Logic Programming , 1997, Lecture Notes in Computer Science.
[4] Ben Shneiderman. Inventing Discovery Tools: Combining Information Visualization with Data Mining , 2001, ALT.