Fostering Antifragility: What Policymakers Should Know About Individual Resilience in Romania by Călin Vâlsan, Elena Druică, Paul Dragos Aligică

Subjects: “…resilience interventions…”
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Learning Analytics in a Non-Linear Virtual Course by Jhon Mercado, Carlos Mendoza-Cardenas, Luis Fletscher, Natalia Gaviria-Gomez

“…This study proposes a method for applying learning analytics to non-linear, self-paced MOOC-style courses, addressing early performance prediction and online learning pattern detection. …”
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Navigating Non-Linear Education-to-Work Trajectories: Integration of Ubuntu to Enhance the Readiness Programs by Adalbertus Fortunatus Kamanzi, Nangula Iipumbu, Judith Namabira, Hedvig Nyanyukweni Mendonca

“…The transition from school to university and subsequently into the workforce is increasingly non-linear, shaped by diverse socio-economic realities and interrupted learning pathways. …”
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Epileptiform Activity and Seizure Risk Follow Long‐Term Non‐Linear Attractor Dynamics by Richard E Rosch, Brittany Scheid, Kathryn A Davis, Brian Litt, Arian Ashourvan

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Multi-Agent-Based Cognitive Intelligence in Non-Linear Mental Healthcare-Based Situations by Kiran Saleem, Misbah Saleem, Ahmad Almogren, Alanod Almogren, Upinder Kaur, Salil Bharany, Ateeq Ur Rehman

“…It maintains a success rate above 95% while effectively managing energy consumption, which increases non-linearly from 1.0 Joules at 100 KB to 6.1 Joules at 1000 KB of data. …”
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Non-linear relationship between social jetlag and depressive symptoms among Chinese college students by Jing Luo, Jinyou Yang, Tianjiao Dai, Jing Zhao, Shasha Wu, Linlu Zhou, Hong Ge, Beilei Yan, Yunyun Liu, Yuling Zhang, Jiru Wang, Wenqin Yin, Qiuxia Ren, Song Lin

“…Longitudinal studies are needed to clarify the causal pathways and identify modifiable factors for targeted interventions.…”
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Intervention of the Koo-Kleinstreuer and Li Model in Nanofluid Flow over Magnetic Dipole Centered Curved Sheet and Optimizing Entropy using Response Surface Methodology by K.G. Vidhya, F. Almeida, P. Kumar, B. Nagaraja

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Comparison of conventional and radiomics-based analysis of myocardial infarction using multimodal non-linear optical microscopy by Gabriel Giardina, Laszlo Papp, Arno Krause, James Marchant, Nestor Pallares-Lupon, Kanchan Kulkarni, Clemens P. Spielvogel, David Haberl, Xu Li, Wolfgang Drexler, Richard D. Walton, Angelika Unterhuber, Marco Andreana

“…This study represents a significant step towards integrating quantitative image analysis in therapeutic interventions.…”
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Non-linear relationship between arteriosclerosis index and diabetes risk in non-obese east Asian adults by Jun Cao, Jitong Liu, Ke Yu, Zhenhua Huang, Shunrong Lv, Wenfei Zeng

“…This study identifies a positive, non-linear association between the AI and diabetes risk in non-obese adults. …”
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Non-linear association of cardiometabolic index with gallstone disease in US adults: A cross-sectional study. by Zhe Xiong, Qiuyue Sun, Jin Huang, Fengdong Li

“…<h4>Conclusions</h4>The present study found that elevated CMI significantly increased the risk of GSD and emphasized the non-linear relationship between both. These results suggest that CMI could be a potential marker for early screening and intervention of GSD, thus providing guidance for future clinical management of GSD.…”
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Analyzing the non-linear relationship between fasting blood glucose levels and Gensini score in patients with STEMI by Han Li, Quanzhi Lin, Zhiyuan Jiang, Guoqiang Zhong

“…While the Gensini score effectively quantifies coronary artery lesions, its correlation with fasting blood glucose (FBG) levels, particularly in a non-linear fashion, has not been thoroughly explored in STEMI patients.MethodsThis study analyzed data from 464 STEMI patients treated with percutaneous coronary intervention at the First People's Hospital of Taizhou City, Zhejiang Province, China, from January 2010 to October 2014. …”
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Exploring the non-linear association of daily cigarette consumption behavior and food security- An application of CMP GAM regression. by Shafeel Umam, Rubaiya Binte Razzak, Munniara Yesmin Munni, Azizur Rahman

“…<h4>Methods</h4>This study investigates the non-linear association between food security status and daily cigarette consumption using data from the 2022 National Health Interview Survey (NHIS). …”
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Pain Pressure Threshold as a Non-Linear Marker of Neural Adaptation in Amputees: Evidence from the DEFINE Cohort by Marta Imamura, Anna Carolyna Gianlorenço, Guilherme J. M. Lacerda, Linamara Rizzo Battistella, Felipe Fregni

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Study on the impact of air pollutants on childhood asthma in Nanjing based on a distributed lag non-linear model by Wenjing Li, Ting Ding, Yahui Feng, Jin Xu, Zhuo Li

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Machine learning (ML) based reduced order modelling (ROM) for linear and non-linear solid and structural mechanics by Mikhael Tannous, Chady Ghnatios, Eivind Fonn, Trond Kvamsdal, Francisco Chinesta

“…By leveraging outputs from commercial full-order models, this method constructs a reduced-order model that operates effectively without requiring expert user intervention. The proposed technique is capable of approximating linear non-affine as well as non-linear terms. …”
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Non-linear relationship between built environment and non-motorized travel efficiency under the traffic micro-circulation model. by Xiaoyuan Dong, Lining Wang, Sen Du, Bicheng Qian, Jiaxin Wang

“…Using ArcGIS spatial analysis tools combined with the Extreme Gradient Boosting (XGBoost) model, we analyze the non-linear influence mechanisms and threshold effects of the built environment on non-motorized travel efficiency and establish a ranking of the relative importance of all built environment factors. …”
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An exploration of the interplay between treatment and vaccination in an Age-Structured Malaria Model using non-linear ordinary differential equations by Mahmudul Bari Hridoy, Angela Peace

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Digital education for graduate students: literacy and skills development—A case study of non-linear control systems course by Zixin Huang, Ziqian Li, Lejun Wang, Hao Liu

“…Student satisfaction rates surged from 78% to 95.45%, with medium-tier academic performances eliminated post-intervention. These findings substantiate the framework's efficacy in bridging theoretical-practical gaps through competency-based assessment protocols and adaptive mentorship architectures. …”
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Functional Connectivity Assessment in Alzheimer's Disease: A Comparative Study of Linear and Non-linear fMRI Analysis Approaches by Hessam Ahmadi, Emad Fatemizadeh, Ali Motie Nasrabadi

“…For non-linear approaches, Distance Correlation (DC) and the kernel trick are utilized. …”
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Evidence of the correlation between air pollution and different types of birth defects: based on a distribution-lag non-linear model by Wen Sun, Qingqing Dong, Yingying Zhang, Hui Wang, Youqiang Wang, Wenjie Yuan, Leyao Wang, Xianhong Shi, Yuhong Feng, Haiwei Wang, Xiaodan Wang, Yingbin Ren, Lihong Wang, Lijian Lei, Wenxia Song

“…Using the distributed lag non-linear model (DLNM), the study aimed to determine the non-linear exposure-lag-effect relationship, evaluating the delayed impact of weekly air pollution on fetal BD risk. …”
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