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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Algorithm for identification of probabilistic graphical model for multisensor input data

2012/07/N/ST6/03656

Keywords:

Bayesian Networks Probabilistic graph models probabilistic modelling

Descriptors:

  • ST1_15: Mathematical aspects of computer science
  • 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 :

Instytut Informatyki Teoretycznej i Stosowanej PAN

woj. śląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Michał Cholewa 

Number of co-investigators in the project: 2

Call: PRELUDIUM 4 - announced on 2012-09-15

Amount awarded: 86 574 PLN

Project start date (Y-m-d): 2013-07-08

Project end date (Y-m-d): 2016-01-07

Project duration:: 30 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. 9846 Ultrasonic Sensor (2 szt.) (300 PLN)
  2. Lego NXT/EV3 - kamera V4.
  3. Lego Mindstorms EV3.
  4. 9844 Sensor światła (3 szt.) (225 PLN)
  5. LEGO Mindstorms - Robot Mindstorms NXT 2.0 8547 (3 szt.) (3 600 PLN)
  6. Lego Mindstorms Zasilacz 10V.
  7. 2852725 Infrared Seeker (2 szt.) (420 PLN)
  8. Raspberry Pi Camera Robot - Chassis Bundle.

Information in the final report

  • Publication in academic press/journals (3)
  • Articles in post-conference publications (2)
  1. Estimation of the average error of Prolate Spheroidal Wave Functions approximation algorithm for bandlimited signals
    Authors:
    Michał Cholewa
    Academic press:
    Applied and Computational Harmonic Analysis , Wydawca: Elsevier
    Status:
    Submitted
    DOI:
    brak - link to the publication
  2. Quantum Hidden Markov Models based on Transition Operation Matrices
    Authors:
    Michał Cholewa, Piotr Gawron, Przemysław Głomb, Dariusz Kurzyk
    Academic press:
    Quantum Information Processing (rok: 2017, tom: 16(4), strony: 101), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1007/s11128-017-1544-8 - link to the publication
  3. Ensemble approach to visual object detection from small number of training samples
    Authors:
    Michał Cholewa, Przemysław Głomb
    Academic press:
    Pattern Reocgnition Letters , Wydawca: Elsevier
    Status:
    Submitted
    DOI:
    brak - link to the publication
  1. Relation of average error in Prolate Spheroidal Wave Functions algorithm for bandlimited functions approximation to radius of information
    Authors:
    Michał Cholewa
    Conference:
    The 14th International Conference on Artificial Intelligence and Soft Computing (rok: 2015, ), Wydawca: Springer
    Data:
    konferencja Czerwiec 14-18,
    Status:
    Published
  2. Natural Human Gestures Classification using Multisensor Data
    Authors:
    Michał Cholewa, Przemysław Głomb
    Conference:
    3rd Asian COnference on Pattern Recognition (rok: 2015, ), Wydawca: IEEE Xplore
    Data:
    konferencja 3-6.11
    Status:
    Accepted for publication

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