CUDA Implementation of Heart Health Risk Assessment System Using Ontologies
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 4
Abstract
Heart attack is one of the leading causes of death in both developed and developing countries. The abnormal physical activity of the person which leads to heart attack determined using data mining techniques over data gathered from their smartphone`s sensors like accelerometers, gyroscope, magnetic sensors. One of the primary challenges is to detect lack of real time response to the risk because Physical activity monitoring datasets are quite large and involves heavy computations for classification. These tasks are often complex and computationally expensive which result in a demand for high performance computing platforms. Random Forests (RF) has been proven to be a competitive algorithm regarding both computation time and classification performance and it is a suitable candidate for parallelization; implement random forest algorithm using CUDA (Compute Unified Device Architecture) can increase the performance of classification. We present an alert management tool that supports cares in their task of validating alarms raised by the system using ontology techniques.
Authors and Affiliations
G. Rajesh, R. Thiruvenkadam
Keywords
Related Articles
- EP ID EP20275
- DOI -
- Views 272
- Downloads 4
Techniques to Improve the Strength of Ground
In modern years quick development of infrastructures in metro cities compounded with inadequacy of useful and bound the engineers to progress the properties of soil to bear the load transferred by the substructure such...
Highly Secured Quantum Genetic Based Encryption Method with Low Complexity
The security of digital images attracts attention recently, especially when these digital images are stored in some forms of memory or send through the communication systems like wireless sensor networks. Many different...
Risk Assessment And Air Pollution In The Cement Industry And Consequences
Even in the twenty-first century, millions of people are working daily in a dusty environment. They are exposed to different types of health hazards i.e., fume, gases and dust, which are risk factors in developing occup...
A Dual Text Encryption Model using Hyper Encryption and Geometric Cryptography
the security of cryptosystem has always been a problem. There are number of protocols that provide the attainable security. Hyper Encryption is one of the Encryption protocols that provide the everlasting security. But...
A Peer to Peer Traffic Identification Method Using K-Means Clustering, SVM & Genetic Algorithm
the utilization of shared (p2p) applications is developing significantly, which brings about a few major issues, for example, the system clog and traffic obstruction. Consequently p2p traffic identification is the most...