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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Quantum Bayesian networks

2013/11/N/ST6/03090

Keywords:

quantum information processing machine learning Bayesian networks artificial intelligence generalized probability density matrix Bayes rule

Descriptors:

  • ST6_5: Cryptography, security, privacy, quantum computing
  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

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

Host institution :

Instytut Informatyki Teoretycznej i Stosowanej PAN

woj. śląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Dariusz Kurzyk 

Number of co-investigators in the project: 2

Call: PRELUDIUM 6 - announced on 2013-09-16

Amount awarded: 149 000 PLN

Project start date (Y-m-d): 2014-09-03

Project end date (Y-m-d): 2017-09-02

Project duration:: 36 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Laptop (5 000 PLN)

Information in the final report

  • Publication in academic press/journals (4)
  1. Quantum Hidden Markov Models based on Transition Operation Matrices
    Authors:
    Michał Cholewa, Piotr Gawron, Przemysław Głomb, Dariusz Kurzyk
    Academic press:
    Quantum Information Processing , Wydawca: Springer US
    Status:
    Accepted for publication
    DOI:
    10.1007/s11128-017-1544-8 - link to the publication
  2. Conditional entropic uncertainty relations for Tsallis entropies
    Authors:
    Dariusz Kurzyk, Łukasz Pawela, Zbigniew Puchała
    Academic press:
    IEEE Transactions on Information Theory , Wydawca: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
    Status:
    Submitted
    DOI:
    brak - link to the publication
  3. Quantum inferring acausal structures and the Monty Hall problem
    Authors:
    Dariusz Kurzyk, Adam Glos
    Academic press:
    Quantum Information Processing (rok: 2016, tom: 15, strony: 4927-4937), Wydawca: Springer US
    Status:
    Published
    DOI:
    10.1007/s11128-016-1431-8 - link to the publication
  4. Quantum inferring acausal structure
    Authors:
    Adam Glos, Dariusz Kurzyk
    Academic press:
    Quantum Information Processing , Wydawca: Springer US
    Status:
    Submitted
    DOI:
    brak - link to the publication

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