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» A Topological Approach to Recognition
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AAAI
2008
13 years 11 months ago
A Case Study on the Critical Role of Geometric Regularity in Machine Learning
An important feature of many problem domains in machine learning is their geometry. For example, adjacency relationships, symmetries, and Cartesian coordinates are essential to an...
Jason Gauci, Kenneth O. Stanley
BMCBI
2008
114views more  BMCBI 2008»
13 years 9 months ago
The pairwise disconnectivity index as a new metric for the topological analysis of regulatory networks
Background: Currently, there is a gap between purely theoretical studies of the topology of large bioregulatory networks and the practical traditions and interests of experimental...
Anatolij Potapov, Björn Goemann, Edgar Wingen...
ICRA
2005
IEEE
118views Robotics» more  ICRA 2005»
14 years 2 months ago
Haptic Rendering of Topological Constraints to Users Manipulating Serial Virtual Linkages
— This paper presents an approach for haptic rendering of topological constraints to users operating serial virtual linkages. In the proposed approach, a haptic device controller...
Daniela Constantinescu, S. E. Salcudean, Elizabeth...
ECCV
2010
Springer
14 years 2 months ago
Shape Analysis of Planar Objects with Arbitrary Topologies using Conformal Geometry
The study of 2D shapes is a central problem in the field of computer vision. In 2D shape analysis, classification and recognition of objects from their observed silhouette are e...
BMCBI
2006
133views more  BMCBI 2006»
13 years 9 months ago
Topological basis of signal integration in the transcriptional-regulatory network of the yeast, Saccharomyces cerevisiae
Background: Signal recognition and information processing is a fundamental cellular function, which in part involves comprehensive transcriptional regulatory (TR) mechanisms carri...
Illés J. Farkas, Chuang Wu, Chakra Chennubh...