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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Models, methods and algorithms of computational network science

2016/21/B/ST6/01463

Keywords:

network science network modeling complex networks social networks relational machine learning information diffusion

Descriptors:

  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • ST6_12: Scientific computing, simulation and modelling tools
  • ST6_6: Algorithms, parallel, distributed and network algorithms, algorithmic game theory

Panel:

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

Host institution :

Politechnika Wrocławska

woj. dolnośląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Przemysław Kazienko 

Number of co-investigators in the project: 6

Call: OPUS 11 - announced on 2016-03-15

Amount awarded: 685 950 PLN

Project start date (Y-m-d): 2017-03-08

Project end date (Y-m-d): 2021-12-07

Project duration:: 57 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. Zestaw komputerowy (3 szt.) (21 000 PLN)

Information in the final report

  • Publication in academic press/journals (18)
  • Book publications / chapters in book publications (6)
  1. Comprehensive analysis of aspect term extraction methods using various text embeddings
    Authors:
    Augustyniak Ł., Kajdanowicz T., Kazienko P
    Academic press:
    Computer Speech & Language (rok: 2021, tom: Vol. 69, strony: 101217), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.csl.2021.101217 - link to the publication
  2. Finding influentials in social networks using evolutionary algorithm
    Authors:
    Michał Weskida, Radosław Michalski
    Academic press:
    Journal of Computational Science (rok: 2019, tom: 31, strony: 77-85), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.jocs.2018.12.010 - link to the publication
  3. Predicting complex user behavior from CDR based social networks
    Authors:
    Casey Doylea, Zala Herga, Stephen Dipple, Boleslaw K. Szymanskia, Gyorgy Korniss, Dunja Mladenić
    Academic press:
    Information Sciences (rok: 2019, tom: 500, strony: 217-228), Wydawca: ELSEVIER SCIENCE INC
    Status:
    Published
    DOI:
    10.1016/j.ins.2019.05.082 - link to the publication
  4. Priority Attachment: a Comprehensive Mechanism for Generating Networks
    Authors:
    Mikołaj Morzy, Tomasz Kajdanowicz, Przemysław Kazienko, Grzegorz Miebs, and Arkadiusz Rusin
    Academic press:
    Scientific Reports (rok: 2019, tom: 9, strony: Article number: 3383), Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1038/s41598-019-40015-9 - link to the publication
  5. Probing Limits of Information Spread with Sequential Seeding
    Authors:
    Jarosław Jankowski, Boleslaw K. Szymanski, Przemysław Kazienko, Radosław Michalski & Piotr Bródka
    Academic press:
    Scientific Reports (rok: 2018, tom: 8, strony: Article number: 13996), Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1038/s41598-018-32081-2 - link to the publication
  6. Psychophysiology of positive and negative emotions, dataset of 1157 cases and 8 biosignals
    Authors:
    Maciej Behnke, Mikołaj Buchwald, Adam Bykowski, Szymon Kupiński & Lukasz D. Kaczmarek
    Academic press:
    Scientific Data (rok: 2022, tom: 0,381944444444444, strony: 15 pages), Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.6084/m9.figshare.17061512 - link to the publication
  7. Social Networks through the Prism of Cognition
    Authors:
    Radosław Michalski, Boleslaw K. Szymanski, Przemysław Kazienko, Christian Lebiere, Omar Lizardo, Marcin Kulisiewicz
    Academic press:
    Complexity (rok: 2021, tom: Volume 2021, strony: ID 4963903, 13 pages), Wydawca: Hindawi
    Status:
    Published
    DOI:
    10.1155/2021/4963903 - link to the publication
  8. Optimizing sensors placement in complex networks for localization of hidden signal source: A review
    Authors:
    Robert Paluch, Łukasz G. Gajewski, Janusz A. Hołysta, and Boleslaw K .Szymanski
    Academic press:
    Future Generation Computer Systems (rok: 2020, tom: 112, strony: 1070-1092), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.future.2020.06.023 - link to the publication
  9. Where should I publish? Heterogeneous, networks-based prediction of paper's citation success
    Authors:
    Rajmund Klemński, Przemyslaw Kazienko, Tomasz Kajdanowicz
    Academic press:
    Journal of Informetrics (rok: 2021, tom: 15(3), strony: 101200), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.joi.2021.101200 - link to the publication
  10. An "outside the box" solution for imbalanced data classification
    Authors:
    Hubert Jegierski, Stanisław Saganowski
    Academic press:
    IEEE Access (rok: 2020, tom: vol. 8, strony: 125191-125209), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.3007801 - link to the publication
  11. Analysis of group evolution prediction in complex networks
    Authors:
    Stanisław Saganowski, Piotr Bródka, Michał Koziarski, Przemysław Kazienko
    Academic press:
    PLOS ONE (rok: 2019, tom: 14(10), strony: e0224194), Wydawca: PUBLIC LIBRARY SCIENCE
    Status:
    Published
    DOI:
    10.1371/journal.pone.0224194 - link to the publication
  12. Effectiveness of research grants funded by European Research Council and Polish National Science Centre
    Authors:
    Maciej Dzieżyc, Przemys ł aw Kazienko
    Academic press:
    Journal of Informetrics (rok: 2022, tom: 16 (1), strony: 101243), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.joi.2021.101243 - link to the publication
  13. Entropy Measures of Human Communication Dynamics
    Authors:
    Marcin Kulisiewicz, Przemysław Kazienko, Boleslaw K. Szymanski & Radosław Michalski
    Academic press:
    Scientific Reports (rok: 2018, tom: 8, strony: Article number: 15697), Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1038/s41598-018-32571-3 - link to the publication
  14. Analysis of direct citation, co-citation and bibliographic coupling in scientific topic identification
    Authors:
    Rajmund Klemiński, Przemysław Kazienko, Tomasz Kajdanowicz
    Academic press:
    Journal of Information Science (rok: 2020, tom: 44105, strony: 1–25), Wydawca: SAGE PUBLICATIONS LTD
    Status:
    Published
    DOI:
    10.1177/0165551520962775 - link to the publication
  15. Fast and accurate detection of spread source in large complex networks
    Authors:
    Robert Paluch, Xiaoyan Lu, Krzysztof Suchecki, Bolesław K. Szymański, Janusz A. Hołyst
    Academic press:
    Scientific Reports (rok: 2018, tom: 8, strony: 2508), Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1038/s41598-018-20546-3 - link to the publication
  16. Influence Maximization for Fixed Heterogeneous Thresholds
    Authors:
    P. D. Karampourniotis, B. K. Szymanski, G. Korniss
    Academic press:
    Scientific Reports (rok: 2019, tom: 9, strony: 5573), Wydawca: NATURE PUBLISHING GROUP
    Status:
    Published
    DOI:
    10.1038/s41598-019-41822-w - link to the publication
  17. On Measuring the Complexity of Networks: Kolmogorov Complexity versus Entropy
    Authors:
    Mikołaj Morzy, Tomasz Kajdanowicz, and Przemysław Kazienko
    Academic press:
    Complexity (rok: 2017, tom: 2017, strony: 12 pages), Wydawca: Hindawi
    Status:
    Published
    DOI:
    10.1155/2017/3250301 - link to the publication
  18. Predicting the Evolution of Physics Research from a Complex Network Perspective
    Authors:
    Wenyuan Liu, Stanisław Saganowski, Przemysław Kazienko, and Siew Ann Cheong
    Academic press:
    Entropy (rok: 2019, tom: 21(12), 1152, strony: 22 pages), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/e21121152 - link to the publication
  1. Collective Classification: Structural Features
    Authors:
    Przemysław Kazienko, Tomasz Kajdanowicz
    Book:
    Encyclopedia of Social Network Analysis and Mining (rok: 2018, tom: Vol. 1, strony: 265-278), Wydawca: Springer
    Status:
    Published
  2. Distributed Processing of Networked Data
    Authors:
    Przemysław Kazienko, Wojciech Indyk, Tomasz Kajdanowicz, Roman Bartusiak
    Book:
    Encyclopedia of Social Network Analysis and Mining (rok: 2018, tom: Vol. 1, strony: 662-668), Wydawca: Springer
    Status:
    Published
  3. Collective Classification
    Authors:
    Tomasz Kajdanowicz and Przemysław Kazienko
    Book:
    Encyclopedia of Social Network Analysis and Mining (rok: 2018, tom: Vol. 1, strony: 253-265), Wydawca: Springer
    Status:
    Published
  4. Process of Social Network Analysis
    Authors:
    Przemysław Kazienko
    Book:
    Encyclopedia of Social Network Analysis and Mining (rok: 2018, tom: Vol. 3, strony: 1927-1942), Wydawca: Springer
    Status:
    Published
  5. Social Network Analysis in Organizational Structures Evaluation
    Authors:
    Radosław Michalski, Przemysław Kazienko
    Book:
    Encyclopedia of Social Network Analysis and Mining (rok: 2018, tom: Vol. 4, strony: 2677-2689), Wydawca: Springer
    Status:
    Published
  6. Multilayer Social Networks
    Authors:
    Piotr Bródka, Przemysław Kazienko
    Book:
    Encyclopedia of Social Network Analysis and Mining (rok: 2018, tom: Vol. 2, strony: 1408-1422), Wydawca: Springer
    Status:
    Published

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