In recent years, human activity recognition has become a hot topic inside the scientific
community. The reason to be under the spotlight is its direct application in multiple domains …

Activity recognition in the home has been long recognized as the foundation for many
desirable applications in fields such as home automation, sustainability, and healthcare …

Human activity recognition (HAR) is a process of identifying the daily living activities of an
individual using a set of sensors and appropriate learning algorithms. Most of the works on …

Activity recognition for the purposes of recognizing a user's intentions using multimodal
sensors is becoming a widely researched topic largely based on the prevalence of the …

Although human activity recognition (HAR) has been studied extensively in the past decade,
HAR on smartphones is a relatively new area. Smartphones are equipped with a variety of …

Many ubiquitous computing applications involve human activity recognition based on
wearable sensors. Although this problem has been studied for a decade, there are a limited …

The rapid developments in information and communication technologies and wireless
communication networks have led to the utilization of the smart sensors. In modern …

Although activity recognition is an active area of research no common benchmark for
evaluating the performance of activity recognition methods exists. In this chapter we present …

Human activity recognition (HAR) is fundamental to many services in smart buildings.
However, providing sufficiently robust activity recognition systems that could be confidently …

Sensor-based activity recognition aims to predict users' activities from multi-dimensional
streams of various sensor readings received from ubiquitous sensors. To use machine …