Authors: José Raimundo Carvalho, Diego de Maria André, Yuri Costa
arXiv
We investigate the dynamics of the update of subjective homicide victimization risk after an informational shock by developing two econometric models able to accommodate both optimal decisions of chan...
Authors: Atieh Sadeghniiat-Haghighi, Arezu Najafi, Khosro Sadeghniiat Haghighi, Arghavan Shafiee-Aghdam, Farzan Vahedifard, Fatemeh Hoshyar Zare, Maryam Tolouei Shivyari, Mohammad Tolouei
arXiv
Introduction: The global COVID-19 pandemic has heightened stress, anxiety, and sadness, leading to increased rates of insomnia (6-10%). This study explores the effectiveness of supportive psychotherap...
Authors: Vittorio Lippi, Isabelle Daniela Walz, Tobias Heimbach, Simone Meier, Jochen Brich, Christian Haverkamp, Christoph Maurer
arXiv
Timely treatment of stroke is critical to minimize brain damage. Therefore, efforts are being made to educate the public on detecting stroke symptoms, e.g., face, arms, and speech test (FAST). In this...
Authors: Yining Miao, Nanlin Shi, Changxing Huang, Yonghao Song, Xiaogang Chen, Yijun Wang, Xiaorong Gao
arXiv
The ultimate goal of brain-computer interfaces (BCIs) based on visual modulation paradigms is to achieve high-speed performance without the burden of extensive calibration. Code-modulated visual evoke...
Authors: Jaewook Lee, Seongmin Heo, Jay H. Lee
arXiv
Accurately predicting the lifespan of lithium-ion batteries is crucial for optimizing operational strategies and mitigating risks. While numerous studies have aimed at predicting battery lifespan, few...
Authors: Max Hahn-Klimroth, Paul W. Dierkes, Matthias W. Kleespies
arXiv
In several branches of the social sciences and humanities, surveys based on standardized questionnaires are a prominent research tool. While there are a variety of ways to analyze the data, some stand...
Authors: Kristian Hovde Liland, Joakim Skogholt, Ulf Geir Indahl
arXiv
In the present paper, we prove a new theorem, resulting in an update formula for linear regression model residuals calculating the exact k-fold cross-validation residuals for any choice of cross-valid...
Authors: Ran Huo, Mark E. Glickman
arXiv
Paired comparison models are used for analyzing data that involves pairwise comparisons among a set of objects. When the outcomes of the pairwise comparisons have no ties, the paired comparison models...
Authors: Zhixiang Zhang, Biao Jie, Zhengdong Wang, Jie Zhou, Yang Yang
arXiv
Recent studies have applied deep learning methods such as convolutional recurrent neural networks (CRNs) and Transformers to brain disease classification based on dynamic functional connectivity netwo...
Authors: Yangyi Zhang, Sui Tang, Guo Yu
arXiv
The Coronavirus Disease 2019 (COVID-19) has a profound impact on global health and economy, making it crucial to build accurate and interpretable data-driven predictive models for COVID-19 cases to im...
Authors: Anna Munoz-Farre, Harry Rose, Sera Aylin Cakiroglu
arXiv
Electronic health records (EHR) offer unprecedented opportunities for in-depth clinical phenotyping and prediction of clinical outcomes. Combining multiple data sources is crucial to generate a comple...
Authors: M. Moustapha, B. Sudret
arXiv
Surrogate models have shown to be an extremely efficient aid in solving engineering problems that require repeated evaluations of an expensive computational model. They are built by sparsely evaluatin...
Authors: Félix Dumais, Jon Haitz Legarreta, Carl Lemaire, Philippe Poulin, François Rheault, Laurent Petit, Muhamed Barakovic, Stefano Magon, Maxime Descoteaux, Pierre-Marc Jodoin
arXiv
White matter bundle segmentation is a cornerstone of modern tractography to study the brain's structural connectivity in domains such as neurological disorders, neurosurgery, and aging. In this study,...
Authors: Xuekui Zhang, Yuying Huang, Ke Xu, Li Xing
arXiv
Full electronic automation in stock exchanges has recently become popular, generating high-frequency intraday data and motivating the development of near real-time price forecasting methods. Machine l...
Authors: Zhaoxing Wu, Claudia Solis-Lemus
arXiv
Motivation: The abundance of gene flow in the Tree of Life challenges the notion that evolution can be represented with a fully bifurcating process, as this process cannot capture important biological...