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ESANN
2007
13 years 11 months ago
Mixtures of robust probabilistic principal component analyzers
Mixtures of probabilistic principal component analyzers model high-dimensional nonlinear data by combining local linear models. Each mixture component is specifically designed to...
Cédric Archambeau, Nicolas Delannay, Michel...
ACSC
2004
IEEE
14 years 1 months ago
Network Robustness and Graph Topology
Two important recent trends in military and civilian communications have been the increasing tendency to base operations around an internal network, and the increasing threats to ...
Anthony H. Dekker, Bernard D. Colbert
ICASSP
2008
IEEE
14 years 4 months ago
Irrelevant variability normalization based HMM training using map estimation of feature transforms for robust speech recognition
In the past several years, we’ve been studying feature transformation (FT) approaches to robust automatic speech recognition (ASR) which can compensate for possible “distortio...
Donglai Zhu, Qiang Huo
IJCNN
2006
IEEE
14 years 3 months ago
Bacteria Foraging: A New Tool for Simultaneous Robust Design of UPFC Controllers
—Robust tuning of lead-lag type controller used for regulating FACTS control signal to improve dynamic stability has been an area of interest in research. This paper presents a n...
M. Tripathy, Sukumar Mishra, Ganesh K. Venayagamoo...
AICS
2009
13 years 7 months ago
Robustness Analysis of Model-Based Collaborative Filtering Systems
Collaborative filtering (CF) recommender systems are very popular and successful in commercial application fields. However, robustness analysis research has shown that conventional...
Zunping Cheng, Neil Hurley