open problems in spectral dimensionality reduction

Open Problems in Spectral Dimensionality Reduction

The last few years have seen a great increase in the amount of data available to scientists,yet many of the techniques used to analyse this data cannot cope with such large datasets. Therefore,strategies need to be employed as a pre-processing step to reduce the number of objects or measurements whilst retaining important information. Spectral dimensionality reduction is one such tool for the data processing pipeline. Numerous algorithms and improvements have been proposed for the purpose of performing sp

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Substitution Dynamical Systems - Spectral Analysis

ISBN: , SKU: , AUTHOR: Quefflec, Martine / Queffa(c)Lec, Martine / Queffelec, Martine, PUBLISHER: Springer, This volume mainly deals with the dynamics of finitely valued sequences, and more specifically, of sequences generated by substitutions and automata. Those sequences demonstrate fairly simple combinatorical and arithmetical properties and naturally appear in various domains. As the title suggests, the aim of the initial version of this book was the spectral study of the associated dynamical systems: the first chapters consisted in a detailed introduction to the mathematical notions involved, and the description of the spectral invariants followed in the closing chapters. This approach, combined with new material added to the new edition, results in a nearly self-contained book on the subject. New tools - which have also proven helpful in other contexts - had to be developed for this study. Moreover, its findings can be concretely applied, the method providing an algorithm to exhibit the spectral measures and the spectral multiplicity, as is demonstrated in several examples. Beyond this advanced analysis, many readers will benefit from the introductory chapters on the spectral theory of dynamical systems; others will find complements on the spectral study of bounded sequences; finally, a very basic presentation of substitutions, together with some recent findings and questions, rounds out the book.

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Product details: Wordery Home About Delivery Returns Contact Search in the Wordery store title, author, isbn, sku Spectral Decompositions on Banach Spaces by R. Lange (Paperback, ) This is a brand new copy of Spectral Decompositions on Banach Spaces by R. Lange. Unfortunately we are no longer able to guarantee delivery in time for Christmas. International delivery varies by country, please see the Wordery store help page for details. FREE delivery on all books Spectral Decompositions on Banach Spaces by R. Lange (Paperback, ) This is a brand new copy of Spectral Decompositions on Banach Spaces by R. Lange. Unfortunately we are no longer able to guarantee delivery in time for Christmas. International delivery varies by country, please see the Wordery store help page for details. Estimated delivery times   UK EUROPE USA & Canada AUS & New Zealand Rest of the World   STANDARD EXPRESS STANDARD STANDARD STANDARD STANDARD Guaranteed next day dispatch (order by 1pm) Estimated delivery time 3-4 days next day 7-10 days up to 14 days 7-10 days 7-14 days Tracked Shipping cost FREE £4.95 Weight FREE FREE FREE

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