Zeev Volkovich's Books

Genome Clustering

From Linguistic Models to Classification of Genetic Texts

By: Alexander Bolshoy,Zeev Volkovich,Valery Kirzhner,Zeev Barzily

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Genome Clustering

From Linguistic Models to Classification of Genetic Texts

By: Alexander Bolshoy,Zeev Volkovich,Valery Kirzhner,Zeev Barzily

Knighting in sequence biology Edward N. Trifonov Genome classification, construction of phylogenetic trees, became today a major approach in studying evolutionary relatedness of various species in their vast - versity. Although the modern genome clustering delivers the trees which are very similar to those generated by classical means, and basic terminology is the same, the phenotypic traits and habitats are not anymore the playground for the classi- cation. The sequence space is the playground now. The phenotypic traits are - placed by sequence characteristics, “words”, in particular. Matter-of-factually, the phenotype and genotype merged, to confusion of both classical and modern p- logeneticists. Accordingly, a completely new vocabulary of stringology, information theory and applied mathematics took over. And a new brand of scientists emerged – those who do know the math and, simultaneously, (do?) know biology. The book is written by the authors of this new brand. There is no way to test their literacy in biology, as no biologist by training would even try to enter into the elite circle of those who masters their almost occult language. But the army of - formaticians, formal linguists, mathematicians humbly (or aggressively) longing to join modern biology, got an excellent introduction to the field of genome cl- tering, written by the team of their kin.

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234

Publisher

Springer Science & Business Media

Published Date

ISBN 10

364212951X

ISBN 13

9783642129513

Randomized Algorithms in Automatic Control and Data Mining

By: Oleg Granichin,Zeev (Vladimir) Volkovich,Dvora Toledano-Kitai

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Randomized Algorithms in Automatic Control and Data Mining

By: Oleg Granichin,Zeev (Vladimir) Volkovich,Dvora Toledano-Kitai

In the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical issues. The book Randomized Algorithms in Automatic Control and Data Mining introduces the readers to the fundamentals of randomized algorithm applications in data mining (especially clustering) and in automatic control synthesis. The methods proposed in this book guarantee that the computational complexity of classical algorithms and the conservativeness of standard robust control techniques will be reduced. It is shown that when a problem requires "brute force" in selecting among options, algorithms based on random selection of alternatives offer good results with certain probability for a restricted time and significantly reduce the volume of operations.

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Page Count

268

Publisher

Springer

Published Date

ISBN 10

3642547869

ISBN 13

9783642547867

Randomized Algorithms in Automatic Control and Data Mining

By: Oleg Granichin,Zeev (Vladimir) Volkovich,Dvora Toledano-Kitai

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Randomized Algorithms in Automatic Control and Data Mining

By: Oleg Granichin,Zeev (Vladimir) Volkovich,Dvora Toledano-Kitai

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Solve jigsaw puzzle

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Page Count

268

Publisher

Springer

Published Date

ISBN 10

3642547869

ISBN 13

9783642547867

Genome Clustering

From Linguistic Models to Classification of Genetic Texts

By: Alexander Bolshoy,Zeev Volkovich,Valery Kirzhner,Zeev Barzily

Write a review Read reviews Take a Quiz Solve Book Puzzle

Genome Clustering

From Linguistic Models to Classification of Genetic Texts

By: Alexander Bolshoy,Zeev Volkovich,Valery Kirzhner,Zeev Barzily

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

234

Publisher

Springer Science & Business Media

Published Date

ISBN 10

364212951X

ISBN 13

9783642129513

Book's by Zeev Volkovich

Genome Clustering

Genome Clustering

Randomized Algorithms in Automatic Control and Data Mining

Randomized Algorithms in Automatic Control and Data Mining

Randomized Algorithms in Automatic Control and Data Mining

Randomized Algorithms in Automatic Control and Data Mining

Genome Clustering

Genome Clustering

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