[HTML][HTML] Generalized network-based dimensionality analysis

ZT Kosztyán, AI Katona, MT Kurbucz… - Expert Systems With …, 2024 - Elsevier
Network analysis opens new horizons for data analysis methods, as the results of ever-
developing network science can be integrated into classical data analysis techniques. This …

Whole person recovery from substance use disorder: a call for research examining a dynamic behavioral ecological model of contexts supportive of recovery

K Witkiewitz, JA Tucker - Addiction Research & Theory, 2024 - Taylor & Francis
Background Abstinence has long been considered the defining feature of recovery from
substance use disorder, with a focus on individual level factors associated with abstinence …

[HTML][HTML] hdData360r: A high-dimensional panel data compiler for governance, trade, and competitiveness indicators of World Bank Group platforms

MT Kurbucz - SoftwareX, 2023 - Elsevier
Abstract The World Bank Group's GovData360 and TCdata360 platforms are widely
employed in socio-economic research. The thousands of governance, trade, and …

Explainable prediction of node labels in multilayer networks: a case study of turnover prediction in organizations

L Gadár, J Abonyi - Scientific Reports, 2024 - nature.com
In real-world classification problems, it is important to build accurate prediction models and
provide information that can improve decision-making. Decision-support tools are often …

Mortality prediction in ICU using a stacked ensemble model

N Ren, X Zhao, X Zhang - Computational and Mathematical …, 2022 - Wiley Online Library
Artificial intelligence (AI) technology has huge scope in developing models to predict the
survival rate of critically ill patients in the intensive care unit (ICU). The availability of …

Trade network dynamics in a globalized environment and on the edge of crises

ZT Kosztyán, D Kiss, B Fehérvölgyi - Journal of Cleaner Production, 2024 - Elsevier
At the edges of crises, the roles of trade networks and supply chains are evident. Global
trade networks aggregate all legal trade activities. Thus, researchers believe that network …

Feature space reduction method for ultrahigh-dimensional, multiclass data: random forest-based multiround screening (RFMS)

G Hanczár, M Stippinger, D Hanák… - Machine Learning …, 2023 - iopscience.iop.org
In recent years, several screening methods have been published for ultrahigh-dimensional
data that contain hundreds of thousands of features, many of which are irrelevant or …

Világkereskedelmi hálózatok idősoros vizsgálata= Dynamic network analysis of trade networks

B Fehérvölgyi, T Király, ZT Kosztyán - STATISZTIKAI SZEMLE, 2024 - real.mtak.hu
A kereskedelmi hálózatok vizsgálata a mai napig nagyon széles körben kutatott téma.
Közgazdászok, hálózatkutatók vizsgálják egy-egy termékcsoport kereskedelmi hálózatainak …

Az akadémiai karrierre ható tényezők vizsgálata a regionális tudományokat művelők magyarországi közösségében= Exploring the factors influencing academic …

ZT Kosztyán, T Király, B Barabás, K Formádi… - STATISZTIKAI …, 2024 - real.mtak.hu
A tudományos utánpótlás-nevelés eredendően a mester-tanítvány viszonyban rejlő
intellektuális és kapcsolati lehetőségek sikeres kiaknázásán alapul, amelyet bőséges …

Az akadémiai karrierre ható tényezők vizsgálata a regionális tudományokat művelők magyarországi közösségében.

KZ Tibor, K Tünde, B Bianka, F Katalin… - Hungarian …, 2024 - search.ebscohost.com
The successful exploitation of the intellectual and relational potential of the mentor-mentee
relationship is at the heart of doctoral education, and it is supported by a rich literature …