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» On Unbiased Linear Approximations
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DEXAW
2007
IEEE
135views Database» more  DEXAW 2007»
15 years 4 months ago
Unsupervised Learning of Manifolds via Linear Approximations
In this paper, we examine the application of manifold learning to the clustering problem. The method used is Locality Preserving Projections (LPP), which is chosen because of its ...
Hassan A. Kingravi, M. Emre Celebi, Pragya P. Raja...
55
Voted
CPM
2007
Springer
78views Combinatorics» more  CPM 2007»
15 years 3 months ago
Common Structured Patterns in Linear Graphs: Approximation and Combinatorics
Guillaume Fertin, Danny Hermelin, Romeo Rizzi, St&...
65
Voted
CSB
2003
IEEE
157views Bioinformatics» more  CSB 2003»
15 years 3 months ago
ANTICLUSTAL: Multiple Sequence Alignment by Antipole Clustering and Linear Approximate 1-Median Computation
Cinzia Di Pietro, V. Di Pietro, G. Emmanuele, Alfr...
51
Voted
MFCS
1998
Springer
15 years 1 months ago
Minimum Propositional Proof Length is NP-Hard to Linearly Approximate
Michael Alekhnovich, Samuel R. Buss, Shlomo Moran,...