Closing the loop: heuristics for autonomous discovery

G.R. Livingston, J.M. Rosenberg, B.G. Buchanan
Proceedings 2001 IEEE International Conference on Data Mining  
Autonomous discovery systems will be able to peruse very large databases more thoroughly than people can. In a companion paper [1], we describe a general framework for autonomous systems. We present and evaluate heuristics for use in this framework. Although these heuristics were designed for a prototype system, we believe they provide good initial solutions to problems encountered when implementing fully autonomous discovery systems. As such, these heuristics may be used as the starting point
more » ... or future research into fully autonomous discovery systems.
doi:10.1109/icdm.2001.989544 dblp:conf/icdm/LivingstonRB01a fatcat:i5mb4nvvcffwjnd4ejlldvmcxq