9783319601755 - robust representation for data analytics: models and applications (advanced information and knowledge processing) von li, sheng; fu, yun (2 Ergebnisse)
Sprache: Englisch
Verlag: Springer 2017
Serie: Advanced Information and Knowledge Processing, Buch 54 von 66. Buch 54 von 66 - Advanced Information and Knowledge Processing
- Hardcover
- Erstausgabe
Anbieter: SpringBooks, Berlin, , DeutschlandSpringBooks
Verkäufer/-in kontaktierenVerkäufer/-in mit 3 SternenZustand: Gebraucht
EUR 24,89
EUR 39,90 VersandVersand von Deutschland nach USAAnzahl: 1 verfügbar
Hardcover. Zustand: Very Good. 1. Auflage. unread, with a mimimum of shelfwear.
Sprache: Englisch
Verlag: Springer, Springer 2017
Serie: Advanced Information and Knowledge Processing, Buch 54 von 66. Buch 54 von 66 - Advanced Information and Knowledge Processing
- Hardcover
Anbieter: AHA-BUCH GmbH, Einbeck, DeutschlandAHA-BUCH GmbH
Verkäufer/-in kontaktierenVerkäufer/-in mit 5 SternenZustand: Neu
EUR 128,39
EUR 62,84 VersandVersand von Deutschland nach USAAnzahl: 1 verfügbar
Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 filterin…g, 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 Analyticscovers a wide range of applications in the research fields of big data, human-centered computing, pattern recognition, digital marketing, web mining, and computer vision.
