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Open Problems in Spectral Dimensionality Reduction
Strange, Harry; Zwiggelaar, Reyer
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Description for Open Problems in Spectral Dimensionality Reduction
Paperback. Series: SpringerBriefs in Computer Science. Num Pages: 101 pages, 5 black & white illustrations, 15 colour illustrations, 1 black & white tables, biography. BIC Classification: UMB; UYQ; UYT. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 6. Weight in Grams: 172.
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 spectral dimensionality reduction, yet there is still no gold standard technique. This book provides a survey and reference aimed at advanced ... Read more
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 spectral dimensionality reduction, yet there is still no gold standard technique. This book provides a survey and reference aimed at advanced ... Read more
Product Details
Format
Paperback
Publication date
2014
Publisher
Springer International Publishing AG Switzerland
Number of pages
101
Condition
New
Series
SpringerBriefs in Computer Science
Number of Pages
92
Place of Publication
Cham, Switzerland
ISBN
9783319039428
SKU
V9783319039428
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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