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Closing the Loop: Heuristics for Autonomous Discovery
San Jose, California November 29-December 02
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDM.2001.989544First IEEE International Conference o ...
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Gary R. Livingston, John M. Rosenberg, Bruce G. Buchanan, "Closing the Loop: Heuristics for Autonomous Discovery," Data Mining, IEEE International Conference on, pp. 393, First IEEE International Conference on Data Mining (ICDM'01), 2001.
 
 
BibTex
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@article{ 10.1109/ICDM.2001.989544,
author = {Gary R. Livingston and John M. Rosenberg and Bruce G. Buchanan},
title = {Closing the Loop: Heuristics for Autonomous Discovery},
journal ={Data Mining, IEEE International Conference on},
volume = {0},
year = {2001},
isbn = {0-7695-1119-8},
pages = {393},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2001.989544},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Data Mining, IEEE International Conference on
TI - Closing the Loop: Heuristics for Autonomous Discovery
SN - 0-7695-1119-8
SP
EP
A1 - Gary R. Livingston,
A1 - John M. Rosenberg,
A1 - Bruce G. Buchanan,
PY - 2001
VL - 0
JA - Data Mining, IEEE International Conference on
ER -
 
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 frame-work 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 for future research into fully autonomous discovery systems.
Citation:
Gary R. Livingston, John M. Rosenberg, Bruce G. Buchanan, "Closing the Loop: Heuristics for Autonomous Discovery," icdm, pp.393, First IEEE International Conference on Data Mining (ICDM'01), 2001
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