Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Substructural Connectivity Fingerprint and Extreme Entropy Machines: A New Method of Compound Representation and Analysis

2015/17/N/ST6/03578

Keywords:

fingerprint substructural connectivity cheminformatics machine learning extreme entropy machines

Descriptors:

  • ST6_13: Bioinformatics, biocomputing, DNA and molecular computation
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • NZ7_14: Pharmacy, pharmacotherapy, pharmacology

Panel:

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

Host institution :

Instytut Farmakologii PAN

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Krzysztof Rataj 

Number of co-investigators in the project: 3

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

Amount awarded: 94 400 PLN

Project start date (Y-m-d): 2016-02-15

Project end date (Y-m-d): 2018-02-14

Project duration:: 24 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

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

Equipment purchased [PL]

  1. Laptop do prezentowania wyników (2 999 PLN)
  2. Czterordzeniowy komputer do klastra obliczeniowego (26 000 PLN)
  3. Komputer do wysokowydajnych obliczeń naukowych - zgodnie z aneksem do umowy (22 929 PLN)

Information in the final report

  • Publication in academic press/journals (1)
  1. Substructural Connectivity Fingerprint and Extreme Entropy Machines - A New Method of Compound Representation and Analysis
    Authors:
    Krzysztof Rataj, Wojciech Czarnecki, Sabina Podlewska, Agnieszka Pocha, Andrzej J. Bojarski
    Academic press:
    Molecules (rok: 2018, tom: 23(6), strony: b.d.), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/molecules23061242 - link to the publication