Sources of SMEs financing and their impact on economic growth across the European Union: Insights from a panel data study spanning sixteen years

LM Batrancea, MA Balcı, L Chermezan, Ö Akgüller… - Sustainability, 2022 - mdpi.com
Getting access to sufficient funding is the keystone for the development of any business, but
especially for small and medium enterprises (SMEs). These economic entities are crucial …

Graph neural networks for financial fraud detection: a review

D Cheng, Y Zou, S Xiang, C Jiang - Frontiers of Computer Science, 2025 - Springer
The landscape of financial transactions has grown increasingly complex due to the
expansion of global economic integration and advancements in information technology. This …

Learning sparse graphon mean field games

C Fabian, K Cui, H Koeppl - International Conference on …, 2023 - proceedings.mlr.press
Although the field of multi-agent reinforcement learning (MARL) has made considerable
progress in the last years, solving systems with a large number of agents remains a hard …

A novel architecture to identify locations for Real Estate Investment

S Kumar, V Talasila, R Pasumarthy - International Journal of Information …, 2021 - Elsevier
The identification of a favorable location for investment is a key aspect influencing the real
estate market of a smart city. The number of factors that influence the identification easily …

Herding in mutual funds: A complex network approach

AM D'Arcangelis, G Rotundo - Journal of Business Research, 2021 - Elsevier
The paper investigates herding in mutual funds through a complex networks approach. The
detection of significant correlation coefficients constitutes the basis for the construction of the …

A multi-layer network perspective on green finance and clean energy industry synergistic development and mutual reinforcement: Mechanism analysis, correlation …

K Wang, R Ding, W Xiao, J Liang, Y Hong, L Peng… - Renewable Energy, 2025 - Elsevier
The synergistic development of green finance and clean energy (SDGC) is the cornerstone
for driving green and low-carbon transformation and achieving sustainable development …

Optimization of the post-crisis recovery plans in scale-free networks

M Bahrami, N Chinichian, A Hosseiny, G Jafari… - Physica A: Statistical …, 2020 - Elsevier
General Motors or a local business, which one is it better to be stimulated in postcrisis
recessions, when government stimulation is meant to overcome recessions? Due to the …

Construction of vaccination network and influencing factors: a case study of Chongqing, China

J Li, J Fan, L Zhu, X Wu, C Luo, W Wang - Humanities and Social …, 2023 - nature.com
Vaccination is a fundamental tool in preventing infectious diseases. However, due to the
wide array of vaccines available, comprehending the entire vaccine landscape can be a …

The evolution characteristics of systemic risk in China's stock market based on a dynamic complex network

Y Shi, Y Zheng, K Guo, Z Jin, Z Huang - Entropy, 2020 - mdpi.com
The stock market is a complex system with unpredictable stock price fluctuations. When the
positive feedback in the market amplifies, the systemic risk will increase rapidly. During the …

[HTML][HTML] Higher-order assortativity for directed weighted networks and Markov chains

A Arcagni, R Cerqueti, R Grassi - European Journal of Operational …, 2024 - Elsevier
In this paper, we propose a new class of assortativity measures for weighted and directed
networks. We extend Newman's classical degree–degree assortativity by considering node …