G5 Doctoral dissertation (article)
Knowledge discovery using diffusion maps (2013)


Sipola, T. (2013). Knowledge discovery using diffusion maps [Doctoral dissertation]. University of Jyväskylä. Jyväskylä studies in computing, 185. http://urn.fi/URN:ISBN:978-951-39-5540-3


JYU authors or editors


Publication details

All authors or editors: Sipola, Tuomo

ISBN: 978-951-39-5539-7

Journal or series: Jyväskylä studies in computing

ISSN: 1456-5390

Publication year: 2013

Number in series: 185

Number of pages in the book: 48

Publisher: University of Jyväskylä

Place of Publication: Jyväskylä

Publication country: Finland

Publication language: English

Persistent website address: http://urn.fi/URN:ISBN:978-951-39-5540-3

Publication open access: Not open

Publication channel open access:

Publication is parallel published (JYX): http://urn.fi/URN:ISBN:978-951-39-5540-3

Additional information: Artikkeliväitöskirjan yhteenveto-osa ja 8 eripainosta. Yhteenveto (Finnish summary) Myös Verkkojulkaisu: ISBN 9789513955403


Keywords: data; big data; methods of analysis; algorithms; data mining; machine learning; cyber security; industry; systems of supervision; functional magnetic resonance imaging; scientometrics

Free keywords: knowledge discovery; clustering; anomaly detection; dimensionality reduction; manifold learning; diffusion maps


Contributing organizations


Ministry reporting: Yes

Preliminary JUFO rating: Not rated


Last updated on 2021-10-06 at 17:55