Zobrazeno 1 - 10
of 509 932
pro vyhledávání: '"Fall P"'
Publikováno v:
MIS Quarterly; Dec2024, Vol. 48 Issue 4, p1503-1536, 34p, 18 Color Photographs
Autor:
Kim, Byeonghun, Noh, Byeongjoon
In smart cities, detecting pedestrian falls is a major challenge to ensure the safety and quality of life of citizens. In this study, we propose a novel fall detection system using FLAMe (Federated Learning with Attention Mechanism), a federated lear
Externí odkaz:
http://arxiv.org/abs/2412.14768
In recent years, as the population ages, falls have increasingly posed a significant threat to the health of the elderly. We propose a real-time fall detection system that integrates the inertial measurement unit (IMU) of a smartphone with optimized
Externí odkaz:
http://arxiv.org/abs/2412.09980
Autor:
Bartz-Beielstein, Thomas, Wellendorf, Axel, Pütz, Noah, Brandt, Jens, Hinterleitner, Alexander, Schulz, Richard, Scholz, Richard, Mersmann, Olaf, Knabe, Robin
The increasing shortage of nursing staff and the acute risk of falls in nursing homes pose significant challenges for the healthcare system. This study presents the development of an automated fall detection system integrated into care beds, aimed at
Externí odkaz:
http://arxiv.org/abs/2412.04950
Autor:
Etim, Anthony, Szefer, Jakub
Adversarial input image perturbation attacks have emerged as a significant threat to machine learning algorithms, particularly in image classification setting. These attacks involve subtle perturbations to input images that cause neural networks to m
Externí odkaz:
http://arxiv.org/abs/2411.18776
Autor:
Meem, Anika Tahsin
In modern times, the cryptocurrency market is one of the world's most rapidly rising financial markets. The cryptocurrency market is regarded to be more volatile and illiquid than traditional markets such as equities, foreign exchange, and commoditie
Externí odkaz:
http://arxiv.org/abs/2411.13615
In the dynamic landscape of contemporary society, the popularity of ideas, opinions, and interests fluctuates rapidly. Traditional dynamical models in social sciences often fail to capture this inherent volatility, attributing changes to exogenous sh
Externí odkaz:
http://arxiv.org/abs/2411.18541
Autor:
Isoshima, Keigo, Tada, Mitsunori, Maeda, Noriaki, Tashiro, Tsubasa, Arima, Satoshi, Nagao, Takumi, Tamura, Yuki, Kurita, Yuichi
Although the average life expectancy in Japan has been increasing in recent years, the problem of the large gap between healthy life expectancy and average life expectancy is still unresolved. Among the factors that lead to the need for nursing care,
Externí odkaz:
http://arxiv.org/abs/2411.05117
Autor:
An, Chenxin, Zhang, Jun, Zhong, Ming, Li, Lei, Gong, Shansan, Luo, Yao, Xu, Jingjing, Kong, Lingpeng
Advancements in distributed training and efficient attention mechanisms have significantly expanded the context window sizes of large language models (LLMs). However, recent work reveals that the effective context lengths of open-source LLMs often fa
Externí odkaz:
http://arxiv.org/abs/2410.18745
Humanoid robotics faces significant challenges in achieving stable locomotion and recovering from falls in dynamic environments. Traditional methods, such as Model Predictive Control (MPC) and Key Frame Based (KFB) routines, either require extensive
Externí odkaz:
http://arxiv.org/abs/2410.08655