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128
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AI
2001
Springer
15 years 9 months ago
2001
Springer
Abstract. This paper investigates the methods for learning predictive classifiers based on Bayesian belief networks (BN) – primarily unrestricted Bayesian networks and Bayesian m...
139
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COMPSAC
1998
IEEE
15 years 8 months ago
1998
IEEE
This paper describes the application of a suite of innovative information processing and analytic support tools developed at The MITRE Corporation, in some cases as extensions of ...
135
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COMPGEOM
1997
ACM
15 years 8 months ago
1997
ACM
Given a pair of nonidentical complex objects, de ning and determining how similar they are to each other is a nontrivial problem. In data mining applications, one frequently nee...
128
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GRC
2009
IEEE
15 years 8 months ago
2009
IEEE
The Choquet integral has been applied in data mining, such as nonlinear multiregressions and nonlinear classifications. Adopting signed efficiency measure in the Choquet integral ...
134
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AUSAI
2006
Springer
15 years 8 months ago
2006
Springer
Establishing relationships within a dataset is one of the core objectives of data mining. In this paper a method of correlating behaviour profiles in a continuous dataset is presen...