Applications of Independent Component Analysis

Helsinki University of Technology | Licentiate thesis

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Authors

Malaroiu, Simona-Florentina

Date

Department

Tietotekniikan osasto

Major/Subject

Informaatiotekniikka

Mcode

Tik-61

Language

en

Pages

50 s. + liitt.

Supervisor

Oja, Erkki

Thesis advisor

Karhunen, Juha
Kiviluoto, Kimmo

Keywords

independet component analysis, local methods, feature extraction, redundancy reduction, blind source separation, unsupervised learning, neural networks, financial data analysis, time series prediction, autoregressive models

Permanent link to this item

https://urn.fi/URN:NBN:fi:aalto-202104145354

Collections

[lic] Teknillinen korkeakoulu / TKK

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