3276 search results - page 36 / 656 » Data learning based diagnosis |
103
Voted
CIKM
1997
Springer
15 years 4 months ago
1997
Springer
This paper presents an efficient algorithm for learning Bayesian belief networks from databases. The algorithm takes a database as input and constructs the belief network structur...
119
Voted
IDA
2009
Springer
14 years 10 months ago
2009
Springer
Abstract. Clustering data described by categorical attributes is a challenging task in data mining applications. Unlike numerical attributes, it is difficult to define a distance b...
96
Voted
IJCAI
2003
15 years 1 months ago
2003
This paper summarizes a probabilistic approach for localizing people through the signal strengths of a wireless IEEE 802.11b network. Our approach uses data labeled by ground trut...
104
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DAC
2011
ACM
14 years 8 days ago
2011
ACM
In the era of deep sub-wavelength lithography for nanometer VLSI designs, manufacturability and yield issues are critical and need to be addressed during the key physical design i...
121
Voted
CVPR
2004
IEEE
16 years 2 months ago
2004
IEEE
We consider the problem of the binary classification on imbalanced data, in which nearly all the instances are labelled as one class, while far fewer instances are labelled as the...