G5 Doctoral dissertation (article)
High-dimensional Big Data processing with dictionary learning and diffusion maps (2015)

Rotbart, A. (2015). High-dimensional Big Data processing with dictionary learning and diffusion maps [Doctoral dissertation]. University of Jyväskylä. Jyväskylä studies in computing, 223. http://urn.fi/URN:ISBN:978-951-39-6402-3

JYU authors or editors

Publication details

All authors or editors: Rotbart, Aviv

ISBN: 978-951-39-6401-6

Journal or series: Jyväskylä studies in computing

ISSN: 1456-5390

Publication year: 2015

Number in series: 223

Number of pages in the book: 21

Publisher: University of Jyväskylä

Place of Publication: Jyväskylä

Publication country: Finland

Publication language: English

Persistent website address: http://urn.fi/URN:ISBN:978-951-39-6402-3

Publication open access: Not open

Publication channel open access: 

Publication is parallel published (JYX): http://urn.fi/URN:ISBN:978-951-39-6402-3

Additional information: Artikkeliväitöskirjan yhteenveto-osa ja 4 eripainosta. Yhteenveto (Finnish summary) Myös Verkkojulkaisu (PDF): ISBN 9789513964023

Keywords: data; big data; methods of analysis; algorithms; machine learning; matrix calculus

Free keywords: localized diffusion; dictionary learning; randomized LU; QR factorization

Contributing organizations

Ministry reporting: Yes

Reporting Year: 2015

Preliminary JUFO rating: Not rated