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» A Problem Space Approach to Expert System Specification
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ICSE
2000
IEEE-ACM
15 years 7 months ago
Multiple mass-market applications as components
Truly successful models for component-based software development continue to prove elusive. One of the few is the use of operating system, database and similar programs in many sy...
David Coppit, Kevin J. Sullivan
143
Voted
KDD
2010
ACM
197views Data Mining» more  KDD 2010»
15 years 1 months ago
Semi-supervised feature selection for graph classification
The problem of graph classification has attracted great interest in the last decade. Current research on graph classification assumes the existence of large amounts of labeled tra...
Xiangnan Kong, Philip S. Yu
126
Voted
IROS
2008
IEEE
125views Robotics» more  IROS 2008»
15 years 10 months ago
Neighborhood denoising for learning high-dimensional grasping manifolds
— Human control of high degree-of-freedom robotic systems, e.g. anthropomorphic robot hands, is often difficult due to the overwhelming number of variables that need to be speci...
Aggeliki Tsoli, Odest Chadwicke Jenkins
FGR
2004
IEEE
200views Biometrics» more  FGR 2004»
15 years 7 months ago
Using Random Subspace to Combine Multiple Features for Face Recognition
LDA is a popular subspace based face recognition approach. However, it often suffers from the small sample size problem. When dealing with the high dimensional face data, the LDA ...
Xiaogang Wang, Xiaoou Tang
IVC
2007
94views more  IVC 2007»
15 years 3 months ago
Vector quantization and fuzzy ranks for image reconstruction
The problem of clustering is often addressed with techniques based on a Voronoi partition of the data space. Vector quantization is based on a similar principle, but it is a diffe...
Stefano Rovetta, Francesco Masulli