… and unified behavior modeling and analysis methodologies … approach in smart home-based
lifestyle analysis, in this paper … , for behavioral analysis, we extract the behavioral pattern …

… In this section, we validate the generality of TRICA in detecting anomalous user behavior
on datasets that involve different smart home environments. Specifically, we first present the …

… This approach is widely used in behavior analysis in smart environments because labeling
is a difficult task. Online learning algorithms for sequential pattern mining from streaming …

… of specific applications of smart homes such as eldercare and … the smart homes based
research into these two categories. In the survey we found out that some well-known smart home …

… behavioral monitoring, exploiting specific smart-home sensors. The proposed system has
been successfully deployed at users’ homes … methodologies for smart-home data analysis. First…

… in smart homes without lowering the comfort of the inhabitants. We present an algorithm
that mines consumer behavior … the energy consumption of their homes. The system looks for …

… Abstract—There is a growing interest in smart homes and predicting behaviors of inhabitants
is a key element for the success of smart home services. In this paper, we propose two …

… for appliance optimal scheduling in smart home, since it is highly related to user’s … behavior.
In this paper, a human-centered smart home system is proposed to identify user behavior, …

… behavior patterns is critical. This article explores the impact of smart home systems that
use reinforcement learning on simulated human behavior. Our experiments show that when …

… behavior modeling. This paper proposes a novel methodology that recognizes human activities
from the behavior of individuals in a smart home … activities in smart home environment. …