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» Algorithms for subsequence combinatorics
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ECML
2006
Springer
15 years 6 months ago
B-Matching for Spectral Clustering
We propose preprocessing spectral clustering with b-matching to remove spurious edges in the adjacency graph prior to clustering. B-matching is a generalization of traditional maxi...
Tony Jebara, Vlad Shchogolev
LREC
2008
117views Education» more  LREC 2008»
15 years 5 months ago
A Suite to Compile and Analyze an LSP Corpus
This paper presents a series of tools for the extraction of specialized corpora from the web and its subsequent analysis mainly with statistical techniques. It is an integrated sy...
Rogelio Nazar, Jorge Vivaldi, Teresa Cabré
SDM
2008
SIAM
112views Data Mining» more  SDM 2008»
15 years 5 months ago
A pattern mining approach toward discovering generalized sequence signatures
Typically, sequence signatures, such as motifs and domains, are assumed to be localized in one region of a sequence or are derived as combinations of the former. We generalize the...
Dietmar H. Dorr, Anne Denton
EMNLP
2009
15 years 1 months ago
Real-Word Spelling Correction using Google Web 1T 3-grams
We present a method for detecting and correcting multiple real-word spelling errors using the Google Web 1T 3-gram data set and a normalized and modified version of the Longest Co...
Aminul Islam, Diana Inkpen
JMLR
2012
13 years 6 months ago
Hierarchical Relative Entropy Policy Search
Many real-world problems are inherently hierarchically structured. The use of this structure in an agent’s policy may well be the key to improved scalability and higher performa...
Christian Daniel, Gerhard Neumann, Jan Peters