Enhancing local representation learning through global-local integration with functional connectivity for EEG-based emotion recognition.

Emotion recognition based on electroencephalogram (EEG) signals is crucial in understanding human affective states. Current research has limitations in extracting local features. The representation capabilities of local features are limited, making it difficult to comprehensively capture emotional information.

Establishing an index for monitoring occupational health and well-being of coal mines: Consideration of individual characteristics.

It is crucial to enhance employee occupational health and well-being (OHW) for the well-run and prosperity of the industry, but there is very limited knowledge on the assessment of miners' well-being that differs from person to person. Within this study, a new more direct method, as well as an instrument was constructed to measure the OHW through data analysis based on a representative sample of coal miners (N = 1037). Initially, the causal pathway of job stress and health consequences was characterized by the driving force-pressure-state-impact-response (DPSIR) model.

Revealing the practical strategies for promoting Chinese migrant workers' health and well-being: Organizational empowerment perspective.

The health and well-being of migrant workers struggling to make ends meet are being compromised, especially with the uncertainty of the COVID-19 pandemic. The aim is to analyze how organizational empowerment promotes health and well-being from an applied psychological perspective, taking into account the shaping role of individual vulnerability. Links between theory and practice will be established to achieve equitable health and well-being.

Risk assessment of unsafe behavior in university laboratories using the HFACS-UL and a fuzzy Bayesian network.

Introduction: Risk assessment for unsafe behavior is an important task in the management of university laboratories. Yet related research activities are still in the early stages. This paper attempts to deepen the insight and provide a basis for further research.