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» Dimension Characterizations of Complexity Classes
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COCOON
2006
Springer
15 years 3 months ago
Characterizations and Linear Time Recognition of Helly Circular-Arc Graphs
Abstract. A circular-arc model (C, A) is a circle C together with a collection A of arcs of C. If A satisfies the Helly Property then (C, A) is a Helly circular-arc model. A (Helly...
Min Chih Lin, Jayme Luiz Szwarcfiter
ALT
2003
Springer
15 years 8 months ago
Intrinsic Complexity of Uniform Learning
Inductive inference is concerned with algorithmic learning of recursive functions. In the model of learning in the limit a learner successful for a class of recursive functions mus...
Sandra Zilles
DNA
2011
Springer
213views Bioinformatics» more  DNA 2011»
13 years 11 months ago
Graph-Theoretic Formalization of Hybridization in DNA Sticker Complexes
Sticker complexes are a a formal graph-based data model for a restricted class of DNA complexes, motivated by potential applications to databases. This data model allows for a pure...
Robert Brijder, Joris J. M. Gillis, Jan Van den Bu...
JMLR
2002
90views more  JMLR 2002»
14 years 11 months ago
Machine Learning with Data Dependent Hypothesis Classes
We extend the VC theory of statistical learning to data dependent spaces of classifiers. This theory can be viewed as a decomposition of classifier design into two components; the...
Adam Cannon, J. Mark Ettinger, Don R. Hush, Clint ...
VIS
2008
IEEE
134views Visualization» more  VIS 2008»
16 years 29 days ago
A Practical Approach to Morse-Smale Complex Computation: Scalability and Generality
The Morse-Smale (MS) complex has proven to be a useful tool in extracting and visualizing features from scalar-valued data. However, efficient computation of the MS complex for lar...
Attila Gyulassy, Peer-Timo Bremer, Bernd Hamann,...