Probabilistic ontology based activity recognition in smart homes using Markov Logic Network
Designing an activity recognition system that models various activities of an occupant is the
fundamental task in creating a smart home. Activity Recognition (AR) modeling, has …
fundamental task in creating a smart home. Activity Recognition (AR) modeling, has …
Hierarchical activity recognition for dementia care using Markov Logic Network
Statistics reveal that globally, the aging population in different stages of dementia are
struggling to cope with daily activities and are progressively becoming dependent on care …
struggling to cope with daily activities and are progressively becoming dependent on care …
Cloud-based behavioral monitoring in smart homes
Environmental sensors are exploited in smart homes for many purposes. Sensor data
inherently carries behavioral information, possibly useful to infer wellness and health-related …
inherently carries behavioral information, possibly useful to infer wellness and health-related …
IoT big-data centred knowledge granule analytic and cluster framework for BI applications: a case base analysis
The current rapid growth of Internet of Things (IoT) in various commercial and non-
commercial sectors has led to the deposition of large-scale IoT data, of which the time …
commercial sectors has led to the deposition of large-scale IoT data, of which the time …
Intelligent decision support system for dementia care through smart home
KS Gayathri, KS Easwarakumar - Procedia Computer Science, 2016 - Elsevier
As per the statistics of WHO (World Health Organization), major percentages of aged society
across the globe are affected with memory related disease-dementia. The percentage of …
across the globe are affected with memory related disease-dementia. The percentage of …
Fuzzy ontology based activity recognition for assistive health care using smart home
KS Gayathri, KS Easwarakumar… - International Journal of …, 2020 - igi-global.com
Assistive health care system is a viable solution for elderly care to offer independent living.
Such health care systems are feasible through smart homes, which are intended to enhance …
Such health care systems are feasible through smart homes, which are intended to enhance …
Situation awareness modeling for emergency management on offshore platforms
Situation awareness is the first and most important step in emergency management. It is a
dynamic step involving evolving conditions and environments. It is an area of active …
dynamic step involving evolving conditions and environments. It is an area of active …
Naive Bayesian decision model for the interoperability of heterogeneous systems in an intelligent building environment
A Shahi, MN Sulaiman, N Mustapha… - Automation in …, 2015 - Elsevier
The environment of an intelligent building includes systems and sensors with significant
heterogeneity. With the growth of heterogeneous devices and sensor technologies in …
heterogeneity. With the growth of heterogeneous devices and sensor technologies in …
Automatic sensor data stream segmentation for real-time activity prediction in smart spaces
H Cho, J An, I Hong, Y Lee - Proceedings of the 2015 Workshop on IoT …, 2015 - dl.acm.org
Recently, human activity recognition and prediction have become important functionalities in
ambient-assisted living. Activity inference algorithms detect what task a human undertakes …
ambient-assisted living. Activity inference algorithms detect what task a human undertakes …
Composite activity recognition in smart homes using Markov logic network
KS Gayathri, S Elias… - 2015 IEEE 12th Intl Conf …, 2015 - ieeexplore.ieee.org
Smart environments have progressed and evolved into a significant research area with
development of sensor technology, wireless communication and machine learning …
development of sensor technology, wireless communication and machine learning …