Enhanced Depression Detection through Optimally Weighted Spectrogram Feature Fusion DOI
Pingping Wu,

Fangfang Xu,

Han Lin

и другие.

Опубликована: Окт. 25, 2024

Язык: Английский

Depressive disorder benefits of cities: Evidence from the China DOI
Lu Chen, Le Chang, Han Lin

и другие.

Journal of Affective Disorders, Год журнала: 2024, Номер 350, С. 420 - 427

Опубликована: Янв. 18, 2024

Язык: Английский

Процитировано

12
Investigation of ship energy consumption based on neural network DOI
Yaqing Shu, Benshuang yu, Wei Liu

и другие.

Ocean & Coastal Management, Год журнала: 2024, Номер 254, С. 107167 - 107167

Опубликована: Май 10, 2024

Язык: Английский

Процитировано

7
The U-Shape Association Between Noise and Individual Depression: Nationwide Longitudinal Evidence from Three Waves of CHARLS DOI

Jiahui Xiangli,

Le Chang,

Renzhi Sheng

и другие.

Journal of Urban Health, Год журнала: 2025, Номер unknown

Опубликована: Фев. 11, 2025

Язык: Английский

Процитировано

0
Unlocking Visual Attraction: The Subtle Relationship between Image Features and Attractiveness DOI Creative Commons
Zhoubao Sun, Kai Zhang, Yan Zhu

и другие.

Mathematics, Год журнала: 2024, Номер 12(7), С. 1005 - 1005

Опубликована: Март 28, 2024

The interest of advertising designers and operators in crafting appealing images is steadily increasing. With a primary focus on image attractiveness, this study endeavors to uncover the correlation between features attractiveness. ultimate objective enhance accuracy predicting attractiveness achieve visually captivating effects. experimental subjects encompass sourced from Shutterstock website, analyzed through scores. In our experiments, we extracted traditional such as color, shape, texture images. Through detailed analysis comparison before after feature selection using Lasso LassoNet,, confirmed that an effective method for improving prediction accuracy. Subsequently, LassoNet methods were applied dataset containing content features. results verified enhancement model’s with inclusion Finally, four-dimensional texture, content, identified specific influencing providing robust reference design.

Язык: Английский

Процитировано

2
The chain mediating role of stress and resilience in the relationship between anxiety sensitivity and depressive symptoms among Chinese college students DOI Creative Commons

Mengjie Cui,

Xia Ma,

Liyuan Tian

и другие.

Journal of Affective Disorders Reports, Год журнала: 2024, Номер 17, С. 100821 - 100821

Опубликована: Июль 1, 2024

College is a high-risk period for depressive symptoms. Anxiety sensitivity (AS) major predictor of symptoms during college years, but the specific mechanisms remain unclear. This study investigated relationship using chain mediation model. A sample 1261 eligible students (mean age 20.20 ± 1.37 years) residing in Liaoning Province, located northeastern part China, were selected through convenient sampling method purpose carrying out comprehensive survey. The self-report questionnaires used encompassed range parameters, including general information questionnaire, anxiety index-3 (ASI-3), resilience scale-14 (RS-14), depression, anxiety, and stress scale (DASS-21). Pearson correlation analysis, structural equation model testing, Bootstrap deviation correction percentile analysis employed to analyze survey data R 4.3.2 statistical software. total AS score its three lower-order dimensions positively correlated with Resilience was negatively AS, In addition direct influence on symptoms, play partial mediating role between physical cognitive concerns indirect effects accounted 91.5 % 92.1 %, respectively, fully mediate social study's outcomes indicate that practical actions can be taken decrease stress, thereby enhancing reducing adolescents.

Язык: Английский

Процитировано

1
The Mental Health Benefits of Smart Cities: Evidence from a Quasi-Natural Experiment in China DOI

Ninger Lou,

Rong Guo,

Yilong Han

и другие.

Journal of Management in Engineering, Год журнала: 2024, Номер 41(1)

Опубликована: Ноя. 26, 2024

Язык: Английский

Процитировано

1
Can network infrastructure construction alleviate individual depression? Evidence from a quasi-natural experiment of “Broadband China” DOI
Yanxiang Liang, Na Xu,

Jianping Yang

и другие.

Current Psychology, Год журнала: 2024, Номер unknown

Опубликована: Дек. 4, 2024

Язык: Английский

Процитировано

1
Neural Network-Based Financial Distress Prediction for Listed Companies in China DOI
Lingting Kong,

Zihuan Zhu,

L. C. Xu

и другие.

Опубликована: Дек. 8, 2023

As the global economy gradually enters post-pandemic era, prediction of financial distress in listed companies is significant importance to investors and regulatory authorities. This study employs data from Chinese companies, integrating macroeconomic factors industry policy information, applies neural network LassoNet regression construct predictive models. By analyzing a-share 2000 2018, this research considers multi-dimensional including ratios, corporate governance, macroeconomics, policies, aiming enhance accuracy prediction. The expected results suggest that model incorporating policies can effectivelyidentify influencing improve performance

Язык: Английский

Процитировано

1
Enhanced Depression Detection through Optimally Weighted Spectrogram Feature Fusion DOI
Pingping Wu,

Fangfang Xu,

Han Lin

и другие.

Опубликована: Окт. 25, 2024

Язык: Английский

Процитировано

0