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» Management of data with uncertainties
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ICASSP
2007
IEEE
14 years 22 days ago
Robust Matched Filters for Target Detection in Hyperspectral Imaging Data
Most detection algorithms for hyperspectral imaging applications assume a target with a perfectly known spectral signature. In practice, the target signature is either imperfectly...
Dimitris Manolakis, Ronald Lockwood, Thomas Cooley...
ICDM
2009
IEEE
199views Data Mining» more  ICDM 2009»
14 years 3 months ago
Active Learning with Adaptive Heterogeneous Ensembles
—One common approach to active learning is to iteratively train a single classifier by choosing data points based on its uncertainty, but it is nontrivial to design uncertainty ...
Zhenyu Lu, Xindong Wu, Josh Bongard
ACSD
2005
IEEE
114views Hardware» more  ACSD 2005»
14 years 2 months ago
Controlling Speculative Design Processes Using Rich Component Models
This paper elaborates on the application of some aspects of robust systems control theory to the management of uncertainty and risk in distributed and complex design processes, ha...
Werner Damm
AUTOMATICA
2006
81views more  AUTOMATICA 2006»
13 years 9 months ago
An energy-gain bounding approach to robust fuzzy identification
A novel method for the robust identification of interpretable fuzzy models, based on the criterion that identification errors are least sensitive to data uncertainties and modelli...
Mohit Kumar, Norbert Stoll, Regina Stoll