Опубликована: Окт. 25, 2024
Язык: Английский
Опубликована: Окт. 25, 2024
Язык: Английский
Journal of Affective Disorders, Год журнала: 2024, Номер 350, С. 420 - 427
Опубликована: Янв. 18, 2024
Язык: Английский
Процитировано
12Ocean & Coastal Management, Год журнала: 2024, Номер 254, С. 107167 - 107167
Опубликована: Май 10, 2024
Язык: Английский
Процитировано
7Journal of Urban Health, Год журнала: 2025, Номер unknown
Опубликована: Фев. 11, 2025
Язык: Английский
Процитировано
0Mathematics, 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
2Journal 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
1Journal of Management in Engineering, Год журнала: 2024, Номер 41(1)
Опубликована: Ноя. 26, 2024
Язык: Английский
Процитировано
1Current Psychology, Год журнала: 2024, Номер unknown
Опубликована: Дек. 4, 2024
Язык: Английский
Процитировано
1Опубликована: 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
1Опубликована: Окт. 25, 2024
Язык: Английский
Процитировано
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