dr hab. Dariusz Siudak

Associate professor Dariusz Siudak, PhD DA E-mail: dariusz.siudak@p.lodz.pl
Lodz University of Technology
Faculty of Organization and Management
Institute of Management
Division of Economics and Finance

ORCID ID: orcid.org/0000-0003-0872-6204

Research areas:
• Relational perspective of the organization,
• Complex networks in financial markets,
• Artificial intelligence in management,
• System dynamics in organization management,
• Value-based management.

University position: Associate professor in the group of research and teaching staff

Faculty and University roles:
Head of the Division of Economics and Finance
Member of the Management and Quality Studies Discipline Council

External roles:
Academic Editor in the Editorial Board of the PLoS One Journal

Academic Editor in the Editorial Board of the PLOS Complex Systems


Editorial Board Member of Journal of Information Analysis

CV:

CV

Recent publications:

1. D. Siudak, A. Świetlik, 2025, Unsupervised learning modeling of the impact of Black Swan events on financial network reconfiguration: New insights from the COVID-19 outbreak and the Russia-Ukraine war, Physica A: Statistical Mechanics and its Applications, vol. 658 (2025), 130277, https://doi.org/10.1016/j.physa.2024.130277 (IF=2.8).
2. D. Siudak, 2023, Cohesion and segregation in the value migration network: Evidence from network partitioning based on sector classification and clustering. Social Network Analysis and Mining 13, 26. https://doi.org/10.1007/s13278-023-01027-6 (IF=2.8)
3. D. Siudak, 2022, The effect of self-organizing map architecture based on the value migration network centrality measures on stock return: Evidence from the US market, PLOS ONE 17(11): e0276567. https://doi.org/10.1371/journal.pone.0276567, (IF=3.7).
4. D. Siudak, 2022, A network analysis of the value migration process on the financial market. The effect of value migration network structure on stock returns, Expert Systems With Applications, 191, 116129, https://doi.org/10.1016/j.eswa.2021.116129, ISSN: 0957-4174 (IF=8.5).
   
5. D. Siudak, 2020, The influence of interlocking directorates on the propensity of dividend payout to the parent company, Complexity, vol. 2020, Article ID 6262519, pages 16, https://doi.org/10.1155/2020/6262519, ISSN: 1076-2787 (IF=2,833).
6. D. Siudak, 2020, Classification of companies into stock exchange quotation markets using network metrics, Argumenta Oeconomica, 2 (45), p. 275-291, doi:10.15611/aoe.2020.2.12, https://www.dbc.wroc.pl/publication/149021, ISSN: 1233-5835, (IF=0,368).
7. D. Siudak, 2018, Dynamic analysis of the impact of network relationships on company value [in Polish: Analiza dynamiczna wpływu usieciowienia na wartość przedsiębiorstwa], PWN, https://ksiegarnia.pwn.pl/Analiza-dynamiczna-wplywu-usieciowienia-na-wartosc-przedsiebiorstwa,772098197,p.html, ISBN 978-83-01-20338-2.

Scopus Author ID: 56905434600
ResearcherID: M-5695-2018
People of Science: https://ludzie.nauka.gov.pl/ln/profiles/hfd04TISDOG
Google Scholar: https://scholar.google.com/citations?user=G2Pb5dMAAAAJ&hl=en
ResearchGate: https://www.researchgate.net/profile/Dariusz-Siudak
https://twitter.com/siudak_dariusz