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Shi, Yong
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Optimization based data mining: theory and applications
Shi Y., Tian Y., Kou G., Peng Y., Li J., Springer Publishing Company, Incorporated, New York, NY, 2011. 331 pp. Type: Book (978-0-857295-03-3)
The transformation of data into information is a major challenge for the decision maker. With the advancements in the use of information and communication technologies (ICTs), various methods have evolved to manage information. These m...
...
Apr 24 2012
Multiple criteria optimization-based data mining methods and applications: a systematic survey
Shi Y. Knowledge and Information Systems 24(3): 369-391, 2010. Type: Article
This paper provides a comprehensive review of 13 different methods for multiple criteria optimization-based data mining. Historically, linear programming demonstrated the ability to maximize or minimize a single objective, when subject...
...
Jan 25 2011
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