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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Entropy in complex networks

2016/23/B/ST6/03962

Keywords:

entropy complex networks information theory

Descriptors:

  • ST6_4: Formal methods, foundations of computer science, including theoretical computer science, quantum algorithms
  • 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 :

Politechnika Poznańska, Wydział Informatyki i Telekomunikacji

woj. wielkopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Mikołaj Morzy 

Number of co-investigators in the project: 4

Call: OPUS 12 - announced on 2016-09-15

Amount awarded: 311 520 PLN

Project start date (Y-m-d): 2017-07-20

Project end date (Y-m-d): 2021-07-19

Project duration:: 48 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. komputer przenośny (2 szt.) (17 200 PLN)

Information in the final report

  • Publication in academic press/journals (3)
  • Articles in post-conference publications (3)
  1. Graph Energies of Egocentric Networks and Their Correlation with Vertex Centrality Measures
    Authors:
    Mikołaj Morzy, Tomasz Kajdanowicz
    Academic press:
    Entropy (rok: 2018, tom: 20(12), strony: 916), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/e20120916 - link to the publication
  2. On Measuring the Complexity of Networks: Kolmogorov Complexity vs. Entropy
    Authors:
    Mikołaj Morzy, Tomasz Kajdanowicz, Przemysław Kazienko
    Academic press:
    Complexity (rok: 2017, tom: 2017, strony: 3250301), Wydawca: Hindawi
    Status:
    Published
    DOI:
    10.1155/2017/3250301 - link to the publication
  3. Priority Attachment: a Comprehensive Mechanism for Generating Networks
    Authors:
    Mikołaj Morzy, Tomasz Kajdanowicz, Przemysław Kazienko, Grzegorz Miebs, Arkadiusz Rusin
    Academic press:
    Scientific Reports (rok: 2019, tom: 9, strony: 3383), Wydawca: Nature Publishing Group
    Status:
    Published
    DOI:
    10.1038/s41598-019-40015-9 - link to the publication
  1. Curriculum Learning Revisited: Incremental Batch Learning with Instance Typicality Ranking
    Authors:
    Izabela Krysińska, Mikołaj Morzy, Tomasz Kajdanowicz
    Conference:
    ICANN 2021 : 30th International Conference on Artificial Neural Networks (rok: 2021, ), Wydawca: Springer Publishing
    Data:
    konferencja 14-17.09
    Status:
    Published
  2. Stable and Uniform Resource Allocation Strategies for Network Processes Using Vertex Energy Gradients
    Authors:
    Mikołaj Morzy, Tomi Wójtowicz
    Conference:
    International Conference on Complex Networks and Their Applications (rok: 2019, ), Wydawca: Springer
    Data:
    konferencja 10-12.12
    Status:
    Published
  3. Similarity Forests Revisited: A Swiss Army Knife for Machine Learning
    Authors:
    Stanisław Czekalski, Mikołaj Morzy
    Conference:
    25th Pacific-Asia Conference, PAKDD 2021 (rok: 2021, ), Wydawca: Springer International Publishing
    Data:
    konferencja May 11–14
    Status:
    Published

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