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MLDM
2005
Springer
16 years 11 days ago
SSC: Statistical Subspace Clustering
Subspace clustering is an extension of traditional clustering that seeks to find clusters in different subspaces within a dataset. This is a particularly important challenge with...
Laurent Candillier, Isabelle Tellier, Fabien Torre...
PAKDD
2005
ACM
184views Data Mining» more  PAKDD 2005»
16 years 10 days ago
Adjusting Mixture Weights of Gaussian Mixture Model via Regularized Probabilistic Latent Semantic Analysis
Mixture models, such as Gaussian Mixture Model, have been widely used in many applications for modeling data. Gaussian mixture model (GMM) assumes that data points are generated fr...
Luo Si, Rong Jin
RE
2005
Springer
16 years 10 days ago
Identifying Contingency Requirements Using Obstacle Analysis
This paper describes the use of Obstacle Analysis to identify anomaly-handling requirements for a safetycritical, autonomous system. The software requirements for the system evolv...
Robyn R. Lutz, Stacy Nelson, Ann Patterson-Hine, C...
196
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VLBV
2005
Springer
16 years 10 days ago
Extrapolating Side Information for Low-Delay Pixel-Domain Distributed Video Coding
Distributed Video Coding (DVC) is a new video coding approach based on the Wyner-Ziv theorem. Unlike most of the existing video codecs, each frame is encoded separately (either as...
Luís Natário, Catarina Brites, Jo&at...
COMPGEOM
2004
ACM
16 years 9 days ago
Inner and outer rounding of set operations on lattice polygonal regions
Robustness problems due to the substitution of the exact computation on real numbers by the rounded floating point arithmetic are often an obstacle to obtain practical implementa...
Olivier Devillers, Philippe Guigue