FedVI: Financial Cross-Domain Federated Learning with Scarce Overlapping Samples via Visual Representation of Heterogeneous Tabular Data and Meta-Optimization. [PDF]
Entropy (Basel)Yuan K, Wu J.
europepmc +1 more source
Carbon VIX, Climate Risk and Financial Stability New Evidence From Developing Countries
Sustainable Development, EarlyView.ABSTRACT This study investigates the effects of the carbon VIX and climate risk on financial stability through the banking Z‐score in developing economies. Using the Dynamic Panel Threshold Model of 106 developing countries from 2012 to 2022, the results reveal that both carbon VIX and climate risk exert a significant negative influence on banking ...
Alanoud Al‐Maadid +3 more
wiley +1 more source
Advancing evaluation of AI systems when humans make the decisions. [PDF]
Proc Natl Acad Sci U S AD'Amour A.
europepmc +1 more source
Developing and Testing a Citywide Inclusive Sanitation Financial Tool
Sustainable Development, EarlyView.ABSTRACT Citywide Inclusive Sanitation (CWIS) represents a paradigm shift in the provision of safely managed sanitation services with a framework of three outcomes—equity, safety and sustainability. There are several sanitation financial tools, but none of these fully address all CWIS outcomes. Citywide Inclusive Sanitation Financial Tool (CWIS‐FiT) is
Camila Silva Franco +6 more
wiley +1 more source
FedAttn-Credit: attention-augmented federated learning with adaptive differential privacy for rural inclusive finance credit assessment. [PDF]
Sci RepXie Z, Zhang L.
europepmc +1 more source
Urban Housing Markets and Sustainability Risk: Empirical Evidence From South African Cities
Sustainable Development, EarlyView.ABSTRACT Despite the global shift toward sustainability and rising expectations for socially and environmentally responsible housing, evidence from South Africa's urban markets remains limited and underexplored. This study examines how sustainability‐related vulnerabilities shape downside housing risk across 60 cities between 2002 and 2021.
Bereket A. Ataro +2 more
wiley +1 more source
Machine Learning-Driven Techno-Economic Uncertainty Analysis in Batch Pharmaceutical Manufacturing. [PDF]
ACS OmegaOrdonez DAR +2 more
europepmc +1 more source
Sustainability‐Related Credit Risk: A Scientometric Mapping and Research Agenda
Sustainable Development, EarlyView.ABSTRACT Sustainability‐related credit‐risk research has grown rapidly as environmental, social, and governance (ESG), climate, and transition exposures increasingly affect credit pricing, default risk, and supervisory practice, positioning credit markets as key transmission channels for achieving the Sustainable Development Goals (SDGs), particularly ...
Imen Jellouli, Sana Jellouli
wiley +1 more source
Evolutionary game model of intellectual property pledge financing between technology-based SMEs and banks based on the EVCC. [PDF]
PLoS OneDong LN, Zhang M.
europepmc +1 more source
Rainchecks and Risk: Climate Shocks, Policy Transitions and SME Credit Dynamics
Sustainable Development, EarlyView.ABSTRACT Small and medium enterprises rely heavily on bank credit. They also have the fewest tools to deal with climate risk. Using a panel of 45 countries from 2007 to 2022, we study how climate risk and the Paris Agreement shape SME bank lending. Climate‐related disasters are associated with lower SME credit, with post‐event estimates indicating a ...
Swapnanil SenGupta, Anshita Sachan
wiley +1 more source