Large language models for forecasting and anomaly detection: A systematic literature review

J Su, C Jiang, X Jin, Y Qiao, T Xiao, H Ma… - arXiv preprint arXiv …, 2024 - arxiv.org
This systematic literature review comprehensively examines the application of Large
Language Models (LLMs) in forecasting and anomaly detection, highlighting the current …

Decoding sentiments: Enhancing covid-19 tweet analysis through bert-rcnn fusion

J Xiong, M Feng, X Wang, C Jiang… - Journal of Theory and …, 2024 - centuryscipub.com
In the era of the COVID-19 pandemic, the surge in information sharing on social media,
particularly Twitter, necessitates a nuanced understanding of sentiments. Conventional …

Precision calibration of industrial 3d scanners: An ai-enhanced approach for improved measurement accuracy

H Zang - Global Academic Frontiers, 2024 - gafj.org
With the rapid development of intelligent manufacturing, there are important and challenging
tasks in many aspects, especially in the calibration of 3D scanners. In order to improve the …

Ensemble variance reduction methods for stochastic mixed-integer programming and their application to the stochastic facility location problem

J Xu, S Sen - INFORMS Journal on Computing, 2024 - pubsonline.informs.org
Sample average approximation (SAA), the standard approach to stochastic mixed-integer
programming, does not provide guidance for cases with limited computational budgets. In …

An Analysis of the Application of Machine Learning in Network Security

Z Zhou, C Xu, Y Qiao, F Ni, J Xiong - Journal of Industrial …, 2024 - suaspress.org
In order to deal with the problem of imbalance and complex feature relationship in network
data classification, this study proposes a machine learning classification method, combined …

Enhancing Convergence in Federated Learning: A Contribution-Aware Asynchronous Approach

C Xu, Y Qiao, Z Zhou, F Ni, J Xiong - Computer Life, 2024 - drpress.org
Federated Learning (FL) is a distributed machine learning paradigm that allows clients to
train models on their data while preserving their privacy. FL algorithms, such as Federated …

[PDF][PDF] 灾害患者分诊的风险样态与刑法回应

屈佳 - 医学与哲学, 2024 - yizhe.dmu.edu.cn
以伊曼纽尔等建立的道德框架为基础, 进行风险源分析可知, 分诊功利化, 实质不平等,
区别对待等伦理风险可能产生侵害刑法法益的危险. 依托刑事法哲学中的禁止衡量生命和比例 …

Risk Patterns and Criminal Law Responses in Disaster Patient Triage: Focusing on the Revisions of the" Y− P Plan"

J QU - Medicine & Philosophy, 2024 - yizhe.dmu.edu.cn
Analyzing the moral framework established by Emanuel and others reveals that ethical risks
such as utilitarianism, substantive inequality, and the lack of sufficient justification for …