Deep learning for computer vision based activity recognition and fall detection of the elderly: a systematic review
FX Gaya-Morey, C Manresa-Yee, JM Buades-Rubio - Applied Intelligence, 2024 - Springer
As the proportion of elderly individuals in developed countries continues to rise globally,
addressing their healthcare needs, particularly in preserving their autonomy, is of paramount …
addressing their healthcare needs, particularly in preserving their autonomy, is of paramount …
Domain adaptation in predicting turbocharger failures using vehicle's sensor measurements
The discrepancy in the distribution of source and target domains is usually referred to as a
domain shift. It is one of the reasons for the inferior performance of machine learning …
domain shift. It is one of the reasons for the inferior performance of machine learning …
On the change of decision boundary and loss in learning with concept drift
Abstract Concept drift, ie, the change of the data generating distribution, can render machine
learning models inaccurate. Many technologies for learning with drift rely on the interleaved …
learning models inaccurate. Many technologies for learning with drift rely on the interleaved …
Analysis of characteristic functions on Shapley values in Machine Learning
P Jamshidi, S Nowaczyk… - … Conference on Intelligent …, 2024 - ieeexplore.ieee.org
In the rapidly evolving field of AI, Explainable Artificial Intelligence (XAI) has become
paramount, particularly in Intelligent Environments applications. It offers clarity and …
paramount, particularly in Intelligent Environments applications. It offers clarity and …
Transfer Learning for Efficiency in Elderly Fall Detection with Limited Data Samples
M Fayad, MA Merzoug, A Mostefaoui… - … Conference on Smart …, 2024 - Springer
In light of significant demographic shifts worldwide, elderly fall detection is an ongoing, vital
area of research. Deep learning, known for its effectiveness in healthcare applications, is …
area of research. Deep learning, known for its effectiveness in healthcare applications, is …
AID4HAI: Automatic Idea Detection for Healthcare-Associated Infections from Twitter, A Framework based on Active Learning and Transfer Learning
This research is an interdisciplinary work between data scientists, innovation management
researchers and experts from Swedish academia and a hygiene and health company …
researchers and experts from Swedish academia and a hygiene and health company …