Delivery: Can be download immediately after purchasing. For new customer, we need process for verification from 30 mins to 12 hours.
Version: PDF/EPUB. If you need EPUB and MOBI Version, please send contact us.
Compatible Devices: Can be read on any devices
Robust Representation for Data Analytics: Models and Application eBook
$139.00 Original price was: $139.00.$30.00Current price is: $30.00.
By: Sheng Li; Yun Fu
Publisher: Springer
Print ISBN: 9783319601755, 331960175X
eText ISBN: 9783319601762, 3319601768
Copyright year: 2017
Format: Fixed
eText ISBN: 9783319601762
SKU: 9783319601762
Category: Trending
Tags: Computers, Intelligence (AI) & Semantics
Print ISBN: 9783319601755
This book introduces the concepts and models of robust representation learning, and provides a set of solutions to deal with real-world data analytics tasks, such as clustering, classification, time series modeling, outlier detection, collaborative filtering, community detection, etc. Three types of robust feature representations are developed, which extend the understanding of graph, subspace, and dictionary. Leveraging the theory of low-rank and sparse modeling, the authors develop robust feature representations under various learning paradigms, including unsupervised learning, supervised learning, semi-supervised learning, multi-view learning, transfer learning, and deep learning. Robust Representations for Data Analytics covers a wide range of applications in the research fields of big data, human-centered computing, pattern recognition, digital marketing, web mining, and computer vision.
Be the first to review “Robust Representation for Data Analytics: Models and Application eBook” Cancel reply
You must be logged in to post a review.
Related products
-38%
Bestsellers
eText ISBN: 9781423207764
$6.65 Original price was: $6.65.$4.10Current price is: $4.10.
-38%
eText ISBN: 9781118890868
$76.65 Original price was: $76.65.$47.22Current price is: $47.22.
-38%
eText ISBN: 9781337015783
$51.65 Original price was: $51.65.$31.82Current price is: $31.82.
-38%
Bestsellers
eText ISBN: 9780735637870
$19.98 Original price was: $19.98.$12.31Current price is: $12.31.
-38%
eText ISBN: 9780735642737
$23.32 Original price was: $23.32.$14.37Current price is: $14.37.
-38%
eText ISBN: 9781119298625
$63.32 Original price was: $63.32.$39.01Current price is: $39.01.
-38%
Bestsellers
eText ISBN: 9781440336683
$21.65 Original price was: $21.65.$13.34Current price is: $13.34.
-38%
eText ISBN: 9781337017053
$61.65 Original price was: $61.65.$37.98Current price is: $37.98.
Reviews
There are no reviews yet.