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From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study
Silicon Valley, California, USA November 02-November 05
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IAT.2007.882007 IEEE/WIC/ACM International Confe ...
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Pamela Thompson, Xin Zhang, Wenxin Jiang, Zbigniew W. Ras, "From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study," Intelligent Agent Technology, IEEE / WIC / ACM International Conference on, pp. 203-206, 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07), 2007.
 
 
BibTex
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@article{ 10.1109/IAT.2007.88,
author = {Pamela Thompson and Xin Zhang and Wenxin Jiang and Zbigniew W. Ras},
title = {From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study},
journal ={Intelligent Agent Technology, IEEE / WIC / ACM International Conference on},
volume = {0},
year = {2007},
isbn = {0-7695-3027-3},
pages = {203-206},
doi = {http://doi.ieeecomputersociety.org/10.1109/IAT.2007.88},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Intelligent Agent Technology, IEEE / WIC / ACM International Conference on
TI - From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study
SN - 0-7695-3027-3
SP203
EP206
A1 - Pamela Thompson,
A1 - Xin Zhang,
A1 - Wenxin Jiang,
A1 - Zbigniew W. Ras,
PY - 2007
KW - null
VL - 0
JA - Intelligent Agent Technology, IEEE / WIC / ACM International Conference on
ER -
 
Many definitions for tinnitus exist and causes and treatments are plentiful, yet not completely understood. A database of eleven tables, as many as 555 unique patien tuples and numerous time-stamped and other features was obtained for knowledge discovery related to causes and treatments of tinnitus. The paper describes the knowledge discovery and machine learning process and introduces several new temporal features to improve tinnitus evaluation, outcomes analysis, and overall understanding. Through automated analysis it is the goal of the authors to determine unknown yet potentially useful attributes related to tinnitus research.
Citation:
Pamela Thompson, Xin Zhang, Wenxin Jiang, Zbigniew W. Ras, "From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study," iat, pp.203-206, 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07), 2007
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