News Updates Monday 22nd Oct 2018 :
  • Welcome to INPRESSCO, world's leading publishers, We have served more than 10000+ authors
  • Articles are invited in engineering, science, technology, management, industrial engg, biotechnology etc.
  • Paper submission last date of Sept/Oct 2018 extended to 25 Oct 2018, Submit online or at editor.ijcet@inpressco.com
  • Our journals are indexed in NAAS, University of Regensburg Germany, Google Scholar, Cross Ref etc.
  • DOI is given to all articles

Development of an Intelligent Device capable of classifying Emotional Stress in correlation with Body Position


Author : Anand Jatti, Madhvi Kannan, Alisha R Murugesh, Shrestha Sinha, Vijayalakshmi P

Pages : 667-671
Download PDF
Abstract

The main aim of this work is to develop a device that is intelligent in terms of progressively learning conditional
changes that occur in the human body during times of distress and taking action if necessary. This paper delves into
the concept of Machine learning for the classification of a subject’s Emotional Stress Level and talks about the
correlation of Emotional Stress with Activity Recognition. Additionally, it analyzes the significance of the correlation
made. The paper deals with a device that has the capability of automatically perceiving any dangerous situation, and
taking action if results prove to be positive i.e if subject is in danger. It does so by making use of an Open Source
Machine Learning Toolkit- WEKA, which performs classification and evaluation of the data being recorded, thereby
making the device intelligent. Analysis of all sensor data is done on MATLAB.

Keywords: WEKA, MATLAB, Machine Learning

Article published in International Journal of Current Engineering and Technology, Vol.6, No.2 (April-2016)

 

Call for Papers
  1. IJCET- Sept/Oct 2018 Issue

    Submission Last Date
    25 Oct
  2. DOI is given to all articles
  3. Current Issue
  4. IJTT-Dec-2018
  5. IJAIE-Dec-2018
  6. IJCSB-Dec-2018
  • Inpressco Google Scholar
  • Inpressco Science Central
  • Inpressco Global impact factor
  • Inpressco aap

International Press corporation is licensed under a Creative Commons Attribution-Non Commercial NoDerivs 3.0 Unported License
©2010-2018 INPRESSCO® All Rights Reserved