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 253
- Downloads 4
Intelligent Train Engine and Running System
This paper is an attempt to improve the currently running railway system by automation of the rail engine and the unmanned railway crossing gates. This system is designed to automatically change speed in accordance to t...
P-leach Protocol for Wireless Sensor Network
Reducing the energy consumption of available resources is still a problem to be solved in Wireless Sensor Networks (WSNs). Many types of existing routing protocols are developed to save power consumption. In these proto...
Implementation of Banking Support System Using Naive Bayes Algorithm
Earlier the bank had a system called Banking Support Centre(BSC). The BSC system is also called as Standard Bancs Link(SBL). The objective of this project is to allow building a low maintenance web based system that is...
Advanced Robotics Trends in Medical Application
It is important for robot designers to known how to make robots that interact effectively with humans. Most of the robots designed till dates a r e industrial robots. These robots have taken the p l a c e of h u m a n l...
Data Hiding Using Block Based Mosaic Images in Video
In today’s modern world the digital technologies have helped peoples to exchange data on large due to availability of fast internet connectivity it has become very easy to exchange data. The security, integrity and reli...