Results 201 to 210 of about 10,553,855 (390)

M&A contracts in Ukraine: legal regulation and the mechanism of their conclusion

YULIYA S. NOVIKOVA
openalex   +2 more sources

Which Method Best Predicts Postoperative Complications: Deep Learning, Machine Learning, or Conventional Logistic Regression?

Annals of Gastroenterological Surgery, EarlyView.
Deep learning has shown promise in predicting postoperative complications, particularly when using image or time‐series data. However, on tabular clinical data such as the NCD, it often underperforms compared to conventional machine learning. Integrating multimodal data may enhance predictive accuracy and interpretability in surgical care.
Ryosuke Fukuyo, Masanori Tokunaga, Hiroyuki Yamamoto, Hideki Ueno, Yusuke Kinugasa   +4 more
wiley   +1 more source

Explainable judgment prediction and article-violation analysis using deep LexFaith hierarchical BERT model. [PDF]

Sci Rep
Zhang X, Liu S.
europepmc   +1 more source

The Evolution and Utilization of the GATT/WTO Dispute Settlement Mechanism [PDF]

This paper attempts to study the usage of the GATT/WTO dispute settlement mechanism and to explain its patterns across different regimes and decades, using a unified theoretical model. This study first explores the role of the degree of legal controversy
Pao-Li Chang
core  

Legal Mechanisms for Preserving the Ethnocultural Identity of the Peoples of the Russian Federation and the Formation of an All-Russian Civic Identity

, 2021
Lyudmila Andrichyenko
openalex   +1 more source

Toward Predictable Nanomedicine: Current Forecasting Frameworks for Nanoparticle–Biology Interactions

Advanced Intelligent Discovery, EarlyView.
Predictive models successfully screen nanoparticles for toxicity and cellular uptake. Yet, complex biological dynamics and sparse, nonstandardized data limit their accuracy. The field urgently needs integrated artificial intelligence/machine learning, systems biology, and open‐access data protocols to bridge the gap between materials science and safe ...
Mariya L. Ivanova, Michael Nicholls, Nicola Russo, Gueorgui Mihaylov, Konstantin Nikolic   +4 more
wiley   +1 more source

Legal mechanisms security business transport aspect

, 2016
Article considers the problem ensuring business security using legal mechanisms. The basic directions of the state for security business. Formed the theoretical basis for further research in the security business as particular sphere of social relations. Ukraine moving to a market economy the question of security of economic activity, especially at the
Bezzubov, D., Kozyrieva, V., Khomiachenko, S.   +2 more
openaire   +1 more source

Large Language Model‐Based Chatbots in Higher Education

Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.
The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci, Merve Eryilmaz, Ail K. Yetisen, Savas Tasoglu, Aydogan Ozcan   +4 more
wiley   +1 more source

LEGAL IDEOLOGY AS A CONSTRUCTIONS MECHANISM OF THE LEGAL STATE

Juridical scientific and electronic journal, 2021
openaire   +2 more sources

Evidence-based evaluation and optimization paths of public health emergency response plans in China: a text analysis and empirical study based on 31 provinces. [PDF]

Front Public Health
Fan L, Wang S.
europepmc   +1 more source