Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

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Development of universal data representation models to improve the quality of machine learning techniqes with an examplary application in chemistry

2016/21/N/ST6/01019

Keywords:

theory of representations entropy classification clustering metric learning

Descriptors:

  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • ST6_13: Bioinformatics, biocomputing, DNA and molecular computation

Panel:

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

Host institution :

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Magdalena Wiercioch 

Number of co-investigators in the project: 3

Call: PRELUDIUM 11 - announced on 2016-03-15

Amount awarded: 82 800 PLN

Project start date (Y-m-d): 2017-03-14

Project end date (Y-m-d): 2019-10-13

Project duration:: 31 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.