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» Approximate classification via earthmover metrics
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56
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SODA
2004
ACM
81views Algorithms» more  SODA 2004»
15 years 1 months ago
Approximate classification via earthmover metrics
Aaron Archer, Jittat Fakcharoenphol, Chris Harrels...
103
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COLT
2010
Springer
14 years 10 months ago
Efficient Classification for Metric Data
Recent advances in large-margin classification of data residing in general metric spaces (rather than Hilbert spaces) enable classification under various natural metrics, such as ...
Lee-Ad Gottlieb, Leonid Kontorovich, Robert Krauth...
98
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BMCBI
2007
128views more  BMCBI 2007»
15 years 21 days ago
Compression-based classification of biological sequences and structures via the Universal Similarity Metric: experimental assess
Background: Similarity of sequences is a key mathematical notion for Classification and Phylogenetic studies in Biology. It is currently primarily handled using alignments. Howeve...
Paolo Ferragina, Raffaele Giancarlo, Valentina Gre...