Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

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Extraction of low-dimensional latent factors from nonnegatively constrained big data

2015/17/B/ST6/01865

Keywords:

dimensionality reduction feature extraction big data statistical classification nonnegative matrix factorization tensor decompositions

Descriptors:

  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST6_12: Scientific computing, simulation and modelling tools

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Wrocławska

woj. dolnośląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Rafał Zdunek 

Number of co-investigators in the project: 4

Call: OPUS 9 - announced on 2015-03-16

Amount awarded: 396 000 PLN

Project start date (Y-m-d): 2016-03-01

Project end date (Y-m-d): 2020-02-29

Project duration:: 48 months (the same as in the proposal)

Project status: Project settled

Project description

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Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.