Inżynieria odwrotna przetwarzania informacji w sieciach złożonych z wykorzystaniem wnioskowania statystycznego

2019/32/T/ST6/00173

Descriptors

  • ST2_017: Układy złożone
  • ST6_012: Obliczenia naukowe, narzędzia modelowania i symulacji
  • ST6_011: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowania w przetwarzaniu sygnałów (np. mowy, obrazów, filmów)

Panel

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

Host institution

Politechnika Warszawska, Wydział Fizyki

Voivodeship: mazowieckie

Other projects carried out by the institution »

Principal investigator (from the host institution)

Robert Michał Paluch

Number of co-investigators in the project: 2

Call

ETIUDA 7 – announced on 2018-12-14

Amount awarded
94 412 PLN
Project start date
2019-10-01
Project end date
2020-09-30
Project duration
12 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.

Information in the final report

Publication in academic press/journals (2)

  1. Impact of interactions between layers on source localization in multilayer networks

    Authors:
    Robert Paluch, Łukasz G. Gajewski, Krzysztof Suchecki, Janusz A. Hołyst
    Academic press:
    Physica A: Statistical Mechanics and its Applications (year: 2021, volume: 582, pages: 126238), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.physa.2021.126238 – link to the publication
  2. Optimizing sensors placement in complex networks for localization of hidden signal source: A review

    Authors:
    Robert Paluch, Łukasz G. Gajewski, Janusz A. Hołyst, Boleslaw K. Szymanski
    Academic press:
    Future Generation Computer Systems (year: 2020, volume: 112, pages: 1070-1092), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.future.2020.06.023 – link to the publication

Book publications / chapters in book publications (1)

  1. Enhancing Maximum Likelihood Estimation of Infection Source Localization

    Authors:
    Robert Paluch, Łukasz Gajewski, Krzysztof Suchecki, Bolesław Szymański, Janusz A. Hołyst
    Book:
    Simplicity of Complexity in Economic and Social Systems (year: 2020, volume: 1, pages: 21-41), Publisher: Springer
    Status:
    Published

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Graphic design and implementation: Jakub Piotrowski