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AROBOTS
2010
128views more  AROBOTS 2010»
15 years 7 months ago
Track-based self-supervised classification of dynamic obstacles
Abstract This work introduces a self-supervised architecture for robust classification of moving obstacles in urban environments. Our approach presents a hierarchical scheme that r...
Roman Katz, Juan Nieto, Eduardo Mario Nebot, Bertr...
AUTOMATICA
2010
103views more  AUTOMATICA 2010»
15 years 7 months ago
Observer forms for perspective systems
: Estimation of 3D position information from 2D images in computer vision systems can be formulated as a state estimation problem for a nonlinear perspective dynamic system. The mu...
Ola Dahl, Yebin Wang, Alan F. Lynch, Anders Heyden
BIOSYSTEMS
2010
82views more  BIOSYSTEMS 2010»
15 years 7 months ago
A rate distortion approach to protein symmetry
A spontaneous symmetry breaking argument is applied to the problem of protein form, via a Rate Distortion analysis of the relation between genome coding and the final condensation...
Rodrick Wallace
BMCBI
2010
115views more  BMCBI 2010»
15 years 7 months ago
Machine learning methods for metabolic pathway prediction
Background: A key challenge in systems biology is the reconstruction of an organism's metabolic network from its genome sequence. One strategy for addressing this problem is ...
Joseph M. Dale, Liviu Popescu, Peter D. Karp
CACM
2010
113views more  CACM 2010»
15 years 7 months ago
Reasoning about the unknown in static analysis
Static program analysis techniques cannot know certain values, such as the value of user input or network state, at analysis time. While such unknown values need to be treated as ...
Isil Dillig, Thomas Dillig, Alex Aiken