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ICML
2004
IEEE
14 years 11 months ago
Decentralized detection and classification using kernel methods
We consider the problem of decentralized detection under constraints on the number of bits that can be transmitted by each sensor. In contrast to most previous work, in which the ...
XuanLong Nguyen, Martin J. Wainwright, Michael I. ...
CCGRID
2005
IEEE
14 years 3 months ago
Secret sequence comparison on public grid computing resources
Once a new gene has been sequenced, it must be verified whether or not it is similar to previously sequenced genes. In many cases, the organization that sequenced a potentially n...
Ken-ichi Kurata, Hiroshi Nakamura, Vincent Breton
DEXA
2004
Springer
126views Database» more  DEXA 2004»
14 years 3 months ago
Detecting Content Changes on Ordered XML Documents Using Relational Databases
Abstract. Previous works in change detection on XML focused on detecting changes to text file using ordered and unordered tree model. These approaches are not suitable for detecti...
Erwin Leonardi, Sourav S. Bhowmick, T. S. Dharma, ...
KDD
2005
ACM
193views Data Mining» more  KDD 2005»
14 years 10 months ago
An approach to spacecraft anomaly detection problem using kernel feature space
Development of advanced anomaly detection and failure diagnosis technologies for spacecraft is a quite significant issue in the space industry, because the space environment is ha...
Ryohei Fujimaki, Takehisa Yairi, Kazuo Machida
KAIS
2007
112views more  KAIS 2007»
13 years 10 months ago
The pairwise attribute noise detection algorithm
Analyzing the quality of data prior to constructing data mining models is emerging as an important issue. Algorithms for identifying noise in a given data set can provide a good me...
Jason Van Hulse, Taghi M. Khoshgoftaar, Haiying Hu...