Uncertainty quantification (UQ) methods play a pivotal role in reducing the impact of
uncertainties during both optimization and decision making processes. They have been …

Background Ambient assisted living (AAL) is a common name for various artificial
intelligence (AI)—infused applications and platforms that support their users in need in …

Efficiently identifying activities of daily living (ADL) provides very important contextual
information that is able to improve the effectiveness of various sports tracking and healthcare …

Activity of daily living is an important indicator of the health status and functional capabilities
of an individual. Activity recognition, which aims at understanding the behavioral patterns of …

Smart wearable devices have become more and more popular in our daily life due to their
unique power of “wearing-while-using.” However, requirements of light weight and compact …

Automated sound recognition tools can be a useful complement to d/Deaf and hard of
hearing (DHH) people's typical communication and environmental awareness strategies …

Accurate prediction of reservoir inflows and outflows and their uncertainties is essential for
managing water resources and establishing early-warning systems. However, this can be a …

Sensor-based human activity recognition (HAR) has been an active research area, owing to
its applications in smart environments, assisted living, fitness, healthcare, etc. Recently …

Human-robot teams collaborating to achieve tasks under various conditions, especially in
unstructured, dynamic environments will require robots to adapt autonomously to a human …

In the field of automatic recognition and classification of Activities of Daily Living (ADLs), a
paramount role to determine the classification accuracy is played by sensor technologies, as …